{"id":33283,"date":"2024-07-31T10:06:14","date_gmt":"2024-07-31T10:06:14","guid":{"rendered":"https:\/\/codoid.com\/?page_id=33283"},"modified":"2024-08-27T14:37:37","modified_gmt":"2024-08-27T14:37:37","slug":"llm","status":"publish","type":"page","link":"https:\/\/codoid.com\/testing-services\/llm\/","title":{"rendered":"LLM Testing Services"},"content":{"rendered":"

[et_pb_section fb_built=”1″ admin_label=”Banner Section” module_class=”QaserviceBanner” _builder_version=”4.18.0″ background_color=”#FFFFFF” custom_margin=”0px|0px|0px|0px|false|false” custom_padding=”0px|0px|0px|0px|false|false” collapsed=”on” global_colors_info=”{}”][et_pb_row disabled_on=”on|off|off” module_class=”seccontainer serviceqa mapsample banner-center” _builder_version=”4.23.3″ width=”100%” max_width=”100%” custom_margin=”0px|0px|0px|0px|false|false” custom_padding=”0px|0px|0px|0px|false|false” collapsed=”off” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.17.4″ global_colors_info=”{}”][et_pb_image src=”https:\/\/codoid.com\/wp-content\/uploads\/2024\/08\/LLM-Service-Page-web-banner-new.png” alt=”Llm Service Page Web Banner New” title_text=”Llm Service Page Web Banner New” align=”center” force_fullwidth=”on” src_tablet=”https:\/\/codoid.com\/wp-content\/uploads\/2022\/12\/Mobile-Application-Testing-Company.png” src_phone=”https:\/\/codoid.com\/wp-content\/uploads\/2022\/12\/Mobile-Testing-Company.png” src_last_edited=”off|desktop” _builder_version=”4.23.3″ custom_padding=”||0px||false|false” global_colors_info=”{}”][\/et_pb_image][et_pb_text disabled_on=”off|off|off” module_class=”servicebannerTitle” _builder_version=”4.23.3″ header_font=”Avenir-Heavy|700|||||||” header_text_align=”left” header_text_color=”#ffffff” header_font_size=”36px” header_line_height=”47px” positioning=”absolute” vertical_offset=”22%” horizontal_offset=”30px” z_index=”9″ vertical_offset_tablet=”22%” vertical_offset_phone=”9%” vertical_offset_last_edited=”on|phone” horizontal_offset_tablet=”0px” horizontal_offset_phone=”0px” horizontal_offset_last_edited=”on|tablet” position_origin_a_tablet=”” position_origin_a_phone=”top_left” position_origin_a_last_edited=”on|phone” position_origin_f_tablet=”” position_origin_f_phone=”” position_origin_f_last_edited=”on|desktop” position_origin_r_tablet=”” position_origin_r_phone=”” position_origin_r_last_edited=”on|desktop” width_tablet=”100%” width_phone=”100%” width_last_edited=”off|desktop” max_width_tablet=”100%” max_width_phone=”100%” max_width_last_edited=”off|desktop” custom_margin=”|auto||auto|false|false” custom_padding=”||||false|false” header_font_size_tablet=”50px” header_font_size_phone=”35px” header_font_size_last_edited=”on|phone” positioning_tablet=”” positioning_phone=”” positioning_last_edited=”on|tablet” global_colors_info=”{}” custom_css_main_element_last_edited=”off|phone”]<\/p>\n

Achieve Excellence in AI with
\nAdvanced LLM Software Testing<\/h1>\n

[\/et_pb_text][et_pb_button button_url=”#home-contact-page” button_text=”Talk to our Experts” disabled_on=”off|off|off” module_class=”contactBtn” _builder_version=”4.23.3″ _module_preset=”default” custom_button=”on” button_font=”Avenir-Medium|600|||||||” button_icon_color=”#ffffff” positioning=”absolute” position_origin_a=”center_left” horizontal_offset=”5%” horizontal_offset_tablet=”47px” horizontal_offset_phone=”47px” horizontal_offset_last_edited=”on|phone” position_origin_a_tablet=”top_left” position_origin_a_phone=”top_left” position_origin_a_last_edited=”on|phone” position_origin_f_tablet=”” position_origin_f_phone=”” position_origin_f_last_edited=”on|phone” position_origin_r_tablet=”” position_origin_r_phone=”” position_origin_r_last_edited=”on|phone” custom_margin=”||||false|false” custom_padding=”||||false|false” positioning_tablet=”absolute” positioning_phone=”absolute” positioning_last_edited=”on|phone” custom_css_main_element=”margin-top:40px;||border-width: 0px;||border-radius: 0px;||font-family: ‘Avenir-Medium’,Helvetica,Arial,Lucida,sans-serif!important;||font-weight: 500!important;||background-color: #ffffff;||color:#1f00c3;||||||” global_colors_info=”{}” custom_css_main_element_last_edited=”off|desktop” custom_css_main_element_phone=”margin-top:180px” custom_css_main_element_tablet=”margin-top:40px;” button_icon_color__hover_enabled=”on|desktop” button_icon_color__hover=”#ffffff”][\/et_pb_button][\/et_pb_column][\/et_pb_row][et_pb_row disabled_on=”off|on|on” module_class=”seccontainer serviceqa mapsample” _builder_version=”4.20.2″ width=”100%” max_width=”100%” custom_margin=”0px|0px|0px|0px|false|false” custom_padding=”0px|0px|0px|0px|false|false” collapsed=”on” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.17.4″ global_colors_info=”{}”][et_pb_image src=”https:\/\/codoid.com\/wp-content\/uploads\/2024\/08\/LLM-Service-Page-Mobile-banner-new.png” alt=”Llm Service Page Mobile Banner New” title_text=”Llm Service Page Mobile Banner New” align=”center” force_fullwidth=”on” src_tablet=”https:\/\/codoid.com\/wp-content\/uploads\/2022\/12\/Mobile-Application-Testing-Company.png” src_phone=”https:\/\/codoid.com\/wp-content\/uploads\/2022\/12\/Mobile-Testing-Company.png” src_last_edited=”off|desktop” _builder_version=”4.23.3″ custom_padding=”||0px||false|false” global_colors_info=”{}”][\/et_pb_image][et_pb_text disabled_on=”off|off|off” module_class=”mobile-view” _builder_version=”4.23.3″ header_font=”Avenir-Heavy|700|||||||” header_text_align=”left” header_text_color=”#ffffff” header_font_size=”36px” header_line_height=”47px” header_2_font=”Avenir-Black||||||||” header_2_text_align=”left” header_2_text_color=”#FFFFFF” header_2_font_size=”28px” header_2_line_height=”30px” positioning=”absolute” vertical_offset=”10%” horizontal_offset=”0px” z_index=”9″ horizontal_offset_tablet=”0px” horizontal_offset_phone=”0px” horizontal_offset_last_edited=”off|phone” position_origin_a_phone=”top_left” position_origin_a_last_edited=”off|phone” position_origin_f_last_edited=”off|phone” position_origin_r_last_edited=”off|phone” width_tablet=”100%” width_phone=”80%” width_last_edited=”on|phone” max_width_tablet=”100%” max_width_phone=”100%” max_width_last_edited=”off|desktop” custom_margin=”|auto||auto|false|false” custom_margin_last_edited=”off|desktop” custom_padding=”||||false|false” custom_padding_last_edited=”off|desktop” header_font_size_tablet=”50px” header_font_size_phone=”35px” header_font_size_last_edited=”on|phone” positioning_last_edited=”off|phone” locked=”off” global_colors_info=”{}” custom_css_main_element_last_edited=”off|tablet” custom_css_main_element_phone=”margin-top:50px;||padding-left:50px;”]<\/p>\n

Achieve Excellence in AI with
\nAdvanced LLM Software Testing<\/h1>\n<\/p>\n

Talk to our Experts <\/a>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” admin_label=”trustedByGallery” _builder_version=”4.23.3″ _module_preset=”default” background_color=”#f5f5f5″ custom_margin=”||||false|false” custom_padding=”50px||30px||false|false” custom_padding_tablet=”||||false|false” custom_padding_phone=”50px||30px||false|false” locked=”off” collapsed=”on” global_colors_info=”{}”][et_pb_row custom_padding_last_edited=”on|desktop” admin_label=”TrustedContainer” module_class=”seccontainer ” _builder_version=”4.23.3″ _module_preset=”default” custom_padding=”0px||0px||true|false” custom_padding_tablet=”||||false|false” custom_padding_phone=”||||false|false” collapsed=”off” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_text admin_label=”trusted Heading” module_class=”trustedHeading” _builder_version=”4.23.3″ _module_preset=”default” text_font=”Avenir-Medium|700|||||||” text_text_color=”#212121″ text_font_size=”18px” text_line_height=”24px” header_2_font=”Avenir-Book|700|||||||” header_2_text_align=”center” header_2_font_size=”18px” header_4_font=”Avenir-Book|700|||||||” header_4_text_align=”center” header_5_font=”Avenir-Book|700|||||||” header_5_text_align=”center” header_5_font_size=”18px” text_orientation=”center” custom_margin=”||16px||false|false” custom_padding=”0px||||false|false” custom_padding_tablet=”0px||||false|false” custom_padding_phone=”0px||||false|false” custom_padding_last_edited=”on|desktop” global_colors_info=”{}”]<\/p>\n

Trusted by<\/p>\n

[\/et_pb_text][et_pb_code admin_label=”trusted Gallery Image” module_class=”trustedByGallery” _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}”]<\/p>\n

<\/p>\n
\"Palo<\/div>\n

<\/p>\n

\"Ooredoo<\/div>\n

<\/p>\n

\"Polaris<\/div>\n

<\/p>\n

\"ABB<\/div>\n

<\/p>\n

\"Stryker<\/div>\n

<\/p>\n

\"Mobily<\/div>\n

<\/div>\n

[\/et_pb_code][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|desktop” admin_label=”vertical Section” module_class=”qf_section” _builder_version=”4.20.2″ _module_preset=”default” custom_margin=”||||false|false” custom_padding=”50px||50px||true|false” custom_padding_tablet=”50px||65px||false|false” custom_padding_phone=”50px||50px||true|false” locked=”off” collapsed=”on” global_colors_info=”{}”][et_pb_row column_structure=”1_4,3_4″ custom_padding_last_edited=”on|desktop” module_class=”seccontainer qfmain_sec” _builder_version=”4.20.2″ _module_preset=”default” custom_padding=”0px||||false|false” custom_padding_tablet=”||0px||false|false” custom_padding_phone=”0px||||false|false” global_colors_info=”{}”][et_pb_column type=”1_4″ module_class=”qfsec_lft_img” _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/codoid.com\/wp-content\/uploads\/2024\/08\/Transformative-Testing-for-Advanced-AI-LLM-Models.png” alt=”Transformative Testing For Advanced Ai & Llm Models” title_text=”Transformative Testing For Advanced Ai & Llm Models” force_fullwidth=”on” _builder_version=”4.23.3″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][et_pb_column type=”3_4″ module_class=”qfsec_lft_content” _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.23.3″ _module_preset=”default” text_font=”Avenir-Medium||||||||” text_text_color=”#000000″ text_font_size=”20px” text_line_height=”27px” header_text_align=”left” header_2_font=”Avenir-Black|500|||||||” header_2_text_align=”left” header_2_text_color=”#000000″ header_2_font_size=”36px” text_font_size_last_edited=”off|desktop” header_text_align_tablet=”left” header_text_align_phone=”center” header_text_align_last_edited=”on|phone” header_2_text_align_tablet=”left” header_2_text_align_phone=”center” header_2_text_align_last_edited=”on|phone” header_2_font_size_tablet=”27px” header_2_font_size_phone=”27px” header_2_font_size_last_edited=”on|phone” text_orientation_tablet=”” text_orientation_phone=”center” text_orientation_last_edited=”on|desktop” global_colors_info=”{}”]<\/p>\n

Transformative Testing <\/span> for Advanced AI & LLM Models<\/h2>\n

Unlike conventional systems that have predefined behaviors and expected outcomes, AI models and LLMs generate responses that are dynamic, less predictable, and more complex to test. This inherent complexity requires innovative testing strategies that go beyond traditional methods to mitigate potential issues before they impact real-world applications. So we have tailored an approach to address these unique challenges and ensure that your AI & LLM models are ready for the real world. <\/p>\n

The accuracy of outputs will play a great part in the success of any AI model. We focus on preventing hallucinations that cause the model to generate incorrect or nonsensical information. Likewise, it is equally important to optimize response times to deliver a seamless and responsive user experience. Additionally, we ensure the prevention of data leakage by implementing stringent testing protocols to protect sensitive information and comply with data privacy standards. <\/p>\n

Our commitment to continuous learning & improvement will pave the path for our testing strategies to evolve as these models evolve and adapt to new data, environments, and requirements. By partnering with us, you will have a trusted ally to maximize the value and impact of your AI and LLM initiatives.[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”image-box-1″ module_class=”image-box-1″ _builder_version=”4.23.3″ _module_preset=”default” background_color=”#f5f5f5″ locked=”off” collapsed=”on” global_colors_info=”{}”][et_pb_row use_custom_gutter=”on” gutter_width=”1″ module_class=”seccontainer sec-header no-break” _builder_version=”4.23.3″ custom_margin=”|auto||auto|false|false” custom_padding=”0px||0px||true|false” locked=”off” collapsed=”off” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ global_colors_info=”{}”][et_pb_text module_class=”heading” _builder_version=”4.23.3″ _module_preset=”default” text_font=”Avenir-Black|700|||||||” text_font_size=”36px” text_line_height=”46px” header_text_align=”center” header_2_font=”Avenir-Black|700|||||||” header_2_text_align=”center” header_2_font_size=”36px” header_2_line_height=”46px” text_orientation=”center” custom_margin=”||30px||false|false” text_font_size_tablet=”36px” text_font_size_phone=”24px” text_font_size_last_edited=”on|desktop” text_line_height_tablet=”46px” text_line_height_phone=”31px” text_line_height_last_edited=”on|phone” header_2_font_size_tablet=”” header_2_font_size_phone=”24px” header_2_font_size_last_edited=”on|tablet” header_2_line_height_tablet=”46px” header_2_line_height_phone=”31px” header_2_line_height_last_edited=”on|phone” global_colors_info=”{}”]<\/p>\n

What Do We Check?<\/span><\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,1_3,1_3″ module_class=”seccontainer” _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_blurb icon_placement=”left” image_icon_width=”100px” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”|600|||||||” header_text_align=”left” header_text_color=”#000000″ header_font_size=”20px” image_icon_custom_margin=”|20px|||false|false” border_radii_image=”on|20px|20px|20px|20px” global_colors_info=”{}”]\"Correctness\"<\/p>\n

Correctness<\/p>\n

[\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_blurb icon_placement=”left” image_icon_width=”100px” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”|600|||||||” header_text_align=”left” header_text_color=”#000000″ header_font_size=”20px” image_icon_custom_margin=”|20px|||false|false” border_radii_image=”on|20px|20px|20px|20px” global_colors_info=”{}”]\"Relevance\"<\/p>\n

Relevance<\/p>\n

[\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_blurb icon_placement=”left” image_icon_width=”100px” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”|600|||||||” header_text_align=”left” header_text_color=”#000000″ header_font_size=”20px” image_icon_custom_margin=”|20px|||false|false” border_radii_image=”on|20px|20px|20px|20px” global_colors_info=”{}”]\"Performance\"<\/p>\n

Performance<\/p>\n

[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,1_3,1_3″ module_class=”seccontainer” _builder_version=”4.20.2″ _module_preset=”default” custom_padding=”0px||||false|false” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_blurb icon_placement=”left” image_icon_width=”100px” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”|600|||||||” header_text_align=”left” header_text_color=”#000000″ header_font_size=”20px” image_icon_custom_margin=”|20px|||false|false” border_radii_image=”on|20px|20px|20px|20px” global_colors_info=”{}”]\"Robustness\"<\/p>\n

Robustness<\/p>\n

[\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_blurb icon_placement=”left” image_icon_width=”100px” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”|600|||||||” header_text_align=”left” header_text_color=”#000000″ header_font_size=”20px” image_icon_custom_margin=”|20px|||false|false” border_radii_image=”on|20px|20px|20px|20px” global_colors_info=”{}”]\"Responsible<\/p>\n

Responsible Metrics<\/p>\n

[\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_blurb icon_placement=”left” image_icon_width=”100px” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”|600|||||||” header_text_align=”left” header_text_color=”#000000″ header_font_size=”20px” image_icon_custom_margin=”|20px|||false|false” border_radii_image=”on|20px|20px|20px|20px” global_colors_info=”{}”]\"Security\"<\/p>\n

Security<\/p>\n

[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|desktop” admin_label=”problem solution” _builder_version=”4.20.2″ _module_preset=”default” custom_padding=”50px||50px||true|false” custom_padding_tablet=”” custom_padding_phone=”50px||50px||true|false” locked=”off” collapsed=”on” global_colors_info=”{}”][et_pb_row module_class=”seccontainer text-size-large sec-header” _builder_version=”4.18.0″ custom_margin=”||||false|false” custom_padding=”0px||0px||true|false” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ global_colors_info=”{}”][et_pb_text module_class=”heading ” _builder_version=”4.23.3″ text_font=”|600|||||||” text_text_color=”#333333″ text_font_size=”18px” text_line_height=”25px” header_font=”Avenir-Black|800|||||||” header_text_align=”center” header_text_color=”#333333″ header_font_size=”70px” header_2_font=”Avenir-Black|800|||||||” header_2_text_align=”center” header_2_text_color=”#fffffff” header_2_font_size=”36px” header_2_line_height=”46px” custom_margin=”||15px||false|false” custom_padding=”||0px||false|false” header_font_size_tablet=”50px” header_font_size_phone=”30px” header_font_size_last_edited=”on|phone” header_2_font_size_tablet=”40px” header_2_font_size_phone=”24px” header_2_font_size_last_edited=”on|phone” header_2_line_height_tablet=”46px” header_2_line_height_phone=”31px” header_2_line_height_last_edited=”on|phone” global_colors_info=”{}”]<\/p>\n

Challenges and Solutions<\/span><\/h2>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_2,1_2″ use_custom_gutter=”on” gutter_width=”2″ make_equal=”on” module_class=”elearning-testing-section seccontainer” _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_2″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_blurb image=”https:\/\/codoid.com\/wp-content\/uploads\/2024\/08\/Challenges-1.png” alt=”Challenges” image_icon_width=”100%” content_max_width=”100%” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h5″ header_font=”Avenir-Heavy|700|||||||” header_text_align=”left” header_text_color=”#ffffff” header_font_size=”30px” header_line_height=”40px” body_font=”Avenir-Book|600|||||||” body_text_align=”left” body_text_color=”#373636″ body_font_size=”20px” body_line_height=”30px” image_icon_custom_margin=”||0px||false|false” custom_padding=”||||true|true” child_filter_brightness=”50%” header_text_align_tablet=”left” header_text_align_phone=”center” header_text_align_last_edited=”on|phone” header_font_size_tablet=”30px” header_font_size_phone=”24px” header_font_size_last_edited=”on|desktop” header_line_height_tablet=”40px” header_line_height_phone=”34px” header_line_height_last_edited=”on|desktop” body_font_size_tablet=”20px” body_font_size_phone=”16px” body_font_size_last_edited=”on|desktop” body_line_height_tablet=”30px” body_line_height_phone=”22px” body_line_height_last_edited=”on|desktop” border_radii=”on|10px|10px|10px|10px” box_shadow_style=”preset3″ box_shadow_horizontal=”2px” box_shadow_vertical=”2px” box_shadow_blur=”9px” box_shadow_spread=”0px” box_shadow_color=”rgba(0,0,0,0.29)” global_colors_info=”{}”]Challenges<\/span><\/p>\n

    \n
  • Testing with Diverse Inputs<\/li>\n
  • Analyzing Quality of Responses<\/li>\n
  • Verify the Output\u2019s ground truth<\/li>\n
  • Training Data Relevance<\/li>\n
  • Identifying Performance Bottlenecks<\/li>\n
  • Rapidly Evolving Technology<\/li>\n<\/ul>\n

    [\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_blurb image=”https:\/\/codoid.com\/wp-content\/uploads\/2024\/08\/Solution-1.png” alt=”Solution” image_icon_width=”100%” content_max_width=”100%” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h5″ header_font=”Avenir-Heavy|700|||||||” header_text_align=”left” header_text_color=”#ffffff” header_font_size=”30px” header_line_height=”40px” body_font=”Avenir-Book|600|||||||” body_text_align=”left” body_text_color=”#373636″ body_font_size=”20px” body_line_height=”30px” image_icon_custom_margin=”||0px||false|false” custom_padding=”||||true|true” child_filter_brightness=”50%” header_text_align_tablet=”left” header_text_align_phone=”center” header_text_align_last_edited=”on|phone” header_font_size_tablet=”30px” header_font_size_phone=”24px” header_font_size_last_edited=”on|desktop” header_line_height_tablet=”40px” header_line_height_phone=”34px” header_line_height_last_edited=”on|desktop” body_font_size_tablet=”20px” body_font_size_phone=”16px” body_font_size_last_edited=”on|desktop” body_line_height_tablet=”30px” body_line_height_phone=”22px” body_line_height_last_edited=”on|desktop” border_radii=”on|10px|10px|10px|10px” box_shadow_style=”preset3″ box_shadow_horizontal=”2px” box_shadow_vertical=”2px” box_shadow_blur=”9px” box_shadow_spread=”0px” box_shadow_color=”rgba(0,0,0,0.29)” global_colors_info=”{}”]Our Solution<\/span><\/p>\n

      \n
    • A combination of automated & manual testing<\/li>\n
    • Using RAG scores<\/li>\n
    • Using BLEU & BERT scores<\/li>\n
    • Identify Inaccuracies, Inconsistencies, and Biases<\/li>\n
    • Stress testing and Scalability Assessments<\/li>\n
    • Adaptive Strategies & Continuous Learning<\/li>\n<\/ul>\n

      [\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”Development Process Section” _builder_version=”4.23.3″ background_color=”#f5f5f5″ custom_padding=”||50px||false|false” locked=”off” collapsed=”on” global_colors_info=”{}”][et_pb_row use_custom_gutter=”on” gutter_width=”1″ module_class=”seccontainer sec-header no-break” _builder_version=”4.23.3″ custom_margin=”|auto|30px|auto|false|false” custom_margin_tablet=”||0px||false|false” custom_margin_phone=”||0px||false|false” custom_margin_last_edited=”on|tablet” custom_padding=”0px||0px||true|false” locked=”off” collapsed=”off” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ global_colors_info=”{}”][et_pb_text module_class=”heading” _builder_version=”4.23.3″ _module_preset=”default” text_font=”Avenir-Black|700|||||||” text_font_size=”36px” text_line_height=”46px” header_text_align=”center” header_2_font=”Avenir-Black|700|||||||” header_2_text_align=”center” header_2_font_size=”36px” header_2_line_height=”46px” text_orientation=”center” custom_margin=”||30px||false|false” text_font_size_tablet=”36px” text_font_size_phone=”24px” text_font_size_last_edited=”on|desktop” text_line_height_tablet=”46px” text_line_height_phone=”31px” text_line_height_last_edited=”on|phone” header_2_font_size_tablet=”” header_2_font_size_phone=”24px” header_2_font_size_last_edited=”on|tablet” header_2_line_height_tablet=”46px” header_2_line_height_phone=”31px” header_2_line_height_last_edited=”on|phone” global_colors_info=”{}”]<\/p>\n

      Testing Approach<\/span><\/p>\n

      [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_5,1_5,1_5,1_5,1_5″ use_custom_gutter=”on” gutter_width=”1″ make_equal=”on” disabled_on=”on|on|off” module_class=”seccontainer” _builder_version=”4.20.2″ _module_preset=”default” custom_margin=”0px||30px||false|false” custom_padding=”0px||0px||true|false” global_colors_info=”{}”][et_pb_column type=”1_5″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}” custom_css_main_element_last_edited=”on|tablet” custom_css_main_element_phone=”max-width:100%;width:100%;margin:0;margin-bottom:30px;”][et_pb_text module_class=”step-sec-number” _builder_version=”4.23.3″ _module_preset=”default” text_font=”Avenir-Heavy||||||||” text_text_color=”#e5e5e5″ text_font_size=”80px” text_orientation=”center” custom_css_before=”content:%22%22;||width:20px;||height:20px;||display:block;||background: #1f00c3;||position:absolute;||top:0;||left:0;||right:0;||bottom:0;||margin:auto;||border-radius:100%;||z-index:2″ custom_css_main_element=”position:relative;” custom_css_after=”content:%22%22;||background-color:#ccc;||width:50%;||height:1px;||display:block;||position:absolute;||left:50%;||top:0;||bottom:0;||margin:auto;” global_colors_info=”{}”]01[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_5″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_text module_class=”step-sec-number” _builder_version=”4.20.2″ _module_preset=”default” text_font=”Avenir-Heavy||||||||” text_text_color=”#e5e5e5″ text_font_size=”80px” text_orientation=”center” custom_css_before=”content:%22%22;||width:20px;||height:20px;||display:block;||background: #1f00c3;||position:absolute;||top:0;||left:0;||right:0;||bottom:0;||margin:auto;||border-radius:100%;||z-index:2″ custom_css_main_element=”position:relative;” custom_css_after=”content:%22%22;||background-color:#ccc;||width:100%;||height:1px;||display:block;||position:absolute;||left:0;||top:0;||bottom:0;||margin:auto;” global_colors_info=”{}”]02[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_5″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}” custom_css_main_element_last_edited=”on|tablet” custom_css_main_element_phone=”max-width:100%;width:100%;margin:0;margin-bottom:30px;”][et_pb_text module_class=”step-sec-number” _builder_version=”4.20.2″ _module_preset=”default” text_font=”Avenir-Heavy||||||||” text_text_color=”#e5e5e5″ text_font_size=”80px” text_orientation=”center” custom_css_before=”content:%22%22;||width:20px;||height:20px;||display:block;||background: #1f00c3;||position:absolute;||top:0;||left:0;||right:0;||bottom:0;||margin:auto;||border-radius:100%;||z-index:2″ custom_css_main_element=”position:relative;” custom_css_after=”content:%22%22;||background-color:#ccc;||width:100%;||height:1px;||display:block;||position:absolute;||left:0;||top:0;||bottom:0;||margin:auto;” global_colors_info=”{}”]03[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_5″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}” custom_css_main_element_last_edited=”on|tablet” custom_css_main_element_phone=”max-width:100%;width:100%;margin:0;margin-bottom:30px;”][et_pb_text module_class=”step-sec-number” _builder_version=”4.20.2″ _module_preset=”default” text_font=”Avenir-Heavy||||||||” text_text_color=”#e5e5e5″ text_font_size=”80px” text_orientation=”center” custom_css_before=”content:%22%22;||width:20px;||height:20px;||display:block;||background: #1f00c3;||position:absolute;||top:0;||left:0;||right:0;||bottom:0;||margin:auto;||border-radius:100%;||z-index:2″ custom_css_main_element=”position:relative;” custom_css_after=”content:%22%22;||background-color:#ccc;||width:100%;||height:1px;||display:block;||position:absolute;||left:0;||top:0;||bottom:0;||margin:auto;” global_colors_info=”{}”]04[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_5″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}” custom_css_main_element_last_edited=”on|tablet” custom_css_main_element_phone=”max-width:100%;width:100%;margin:0;margin-bottom:30px;”][et_pb_text module_class=”step-sec-number” _builder_version=”4.23.3″ _module_preset=”default” text_font=”Avenir-Heavy||||||||” text_text_color=”#e5e5e5″ text_font_size=”80px” text_orientation=”center” custom_css_before=”content:%22%22;||width:20px;||height:20px;||display:block;||background: #1f00c3;||position:absolute;||top:0;||left:0;||right:0;||bottom:0;||margin:auto;||border-radius:100%;||z-index:2″ custom_css_main_element=”position:relative;” custom_css_after=”content:%22%22;||background-color:#ccc;||width:50%;||height:1px;||display:block;||position:absolute;||left:0;||top:0;||bottom:0;||margin:auto;” global_colors_info=”{}”]05[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_5,1_5,1_5,1_5,1_5″ use_custom_gutter=”on” gutter_width=”1″ make_equal=”on” module_class=”seccontainer” _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_5″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}” custom_css_main_element_last_edited=”on|tablet” custom_css_main_element_tablet=”max-width:100%;width:100% !important;margin:0;” custom_css_main_element_phone=”max-width:100%;width:100% !important;margin:0;margin-bottom:30px !important;”][et_pb_blurb title=”Training Data Integrity” content_max_width=”100%” module_class=”step-sec-content” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”Avenir-Heavy||||||||” header_text_color=”#1f00c3″ header_font_size=”18px” header_line_height=”24px” body_font=”Avenir-Book||||||||” body_text_color=”#333333″ body_font_size=”16px” body_line_height=”22px” background_color=”#FFFFFF” text_orientation=”center” max_width=”95%” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|phone” height=”100%” height_tablet=”” height_phone=”” height_last_edited=”on|phone” custom_margin=”|auto||auto|false|true” custom_margin_tablet=”|auto|30px|auto|false|true” custom_margin_phone=”|auto|30px|auto|false|true” custom_margin_last_edited=”on|tablet” custom_padding=”20px|15px|20px|15px|true|true” custom_padding_tablet=”|||100px|true|false” custom_padding_phone=”||||true|false” custom_padding_last_edited=”on|phone” header_text_align_last_edited=”off|desktop” header_font_size_tablet=”18px” header_font_size_phone=”16px” header_font_size_last_edited=”on|desktop” header_line_height_tablet=”24px” header_line_height_phone=”21px” header_line_height_last_edited=”on|phone” body_font_size_tablet=”16px” body_font_size_phone=”14px” body_font_size_last_edited=”on|phone” body_line_height_tablet=”22px” body_line_height_phone=”19px” body_line_height_last_edited=”on|phone” text_orientation_tablet=”left” text_orientation_phone=”left” text_orientation_last_edited=”on|tablet” border_radii=”on|10px|10px|10px|10px” box_shadow_style=”preset1″ box_shadow_horizontal=”2px” box_shadow_vertical=”0px” box_shadow_blur=”10px” box_shadow_color=”rgba(0,0,0,0.2)” global_colors_info=”{}” custom_css_main_element_last_edited=”off|desktop” custom_css_blurb_title_last_edited=”off|desktop” custom_css_blurb_content_last_edited=”off|tablet” custom_css_blurb_content_phone=”content:%2201%22;” custom_css_before_last_edited=”on|phone” custom_css_before_tablet=”content:%2201%22;||position:absolute;||left:0;||top:0;||bottom:0;||font-size:60px;||padding:10px 20px;||color:#eee;||display:flex;||align-items:center;||justify-content:center;||” custom_css_before_phone=”content:%2201%22;||position:absolute;||left:0;||top:0;||bottom:0;||font-size:60px;||padding:10px 20px;||color:#eee;||display:flex;||align-items:center;||justify-content:center;||”]Ensures that the data used to train the AI model is accurate, representative, and free from biases[\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_5″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}” custom_css_main_element_tablet=”max-width:100%;width:100% !important;margin:0;” custom_css_main_element_last_edited=”on|tablet” custom_css_main_element_phone=”max-width:100%;width:100% !important;margin:0;margin-bottom:30px !important;”][et_pb_blurb title=”Model Verification” content_max_width=”100%” module_class=”step-sec-content” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”Avenir-Heavy||||||||” header_text_color=”#1f00c3″ header_font_size=”18px” header_line_height=”24px” body_font=”Avenir-Book||||||||” body_text_color=”#333333″ body_font_size=”16px” body_line_height=”22px” background_color=”#FFFFFF” text_orientation=”center” max_width=”95%” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|tablet” height=”100%” height_tablet=”auto” height_phone=”” height_last_edited=”on|phone” custom_margin=”|auto||auto|false|true” custom_margin_tablet=”|auto|30px|auto|false|true” custom_margin_phone=”|auto|30px|auto|false|true” custom_margin_last_edited=”on|tablet” custom_padding=”20px|15px|20px|15px|true|true” custom_padding_tablet=”|||100px|true|false” custom_padding_phone=”||||true|false” custom_padding_last_edited=”on|phone” header_text_align_last_edited=”off|desktop” header_font_size_tablet=”18px” header_font_size_phone=”16px” header_font_size_last_edited=”on|desktop” header_line_height_tablet=”24px” header_line_height_phone=”21px” header_line_height_last_edited=”on|phone” body_font_size_tablet=”16px” body_font_size_phone=”14px” body_font_size_last_edited=”on|phone” body_line_height_tablet=”22px” body_line_height_phone=”19px” body_line_height_last_edited=”on|phone” text_orientation_tablet=”left” text_orientation_phone=”left” text_orientation_last_edited=”on|tablet” border_radii=”on|10px|10px|10px|10px” box_shadow_style=”preset1″ box_shadow_horizontal=”2px” box_shadow_vertical=”0px” box_shadow_blur=”10px” box_shadow_color=”rgba(0,0,0,0.2)” global_colors_info=”{}” custom_css_main_element_last_edited=”off|desktop” custom_css_blurb_title_last_edited=”off|desktop” custom_css_blurb_content_last_edited=”off|tablet” custom_css_blurb_content_phone=”content:%2201%22;” custom_css_before_last_edited=”on|phone” custom_css_before_tablet=”content:%2202%22;||position:absolute;||left:0;||top:0;||bottom:0;||font-size:60px;||padding:10px 20px;||color:#eee;||display:flex;||align-items:center;||justify-content:center;||” custom_css_before_phone=”content:%2202%22;||position:absolute;||left:0;||top:0;||bottom:0;||font-size:60px;||padding:10px 20px;||color:#eee;||display:flex;||align-items:center;||justify-content:center;||”]Validates the functionality and correctness of the AI model against predefined requirements and expectations.[\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_5″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}” custom_css_main_element_tablet=”max-width:100%;width:100% !important;margin:0;” custom_css_main_element_last_edited=”on|tablet” custom_css_main_element_phone=”max-width:100%;width:100% !important;margin:0;margin-bottom:30px !important;”][et_pb_blurb title=”Performance Testing” content_max_width=”100%” module_class=”step-sec-content” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”Avenir-Heavy||||||||” header_text_color=”#1f00c3″ header_font_size=”18px” header_line_height=”24px” body_font=”Avenir-Book||||||||” body_text_color=”#333333″ body_font_size=”16px” body_line_height=”22px” background_color=”#FFFFFF” text_orientation=”center” max_width=”95%” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|tablet” height=”100%” height_tablet=”” height_phone=”” height_last_edited=”on|desktop” custom_margin=”|auto||auto|false|true” custom_margin_tablet=”|auto|30px|auto|false|true” custom_margin_phone=”|auto|30px|auto|false|true” custom_margin_last_edited=”on|tablet” custom_padding=”20px|15px|20px|15px|true|true” custom_padding_tablet=”|||100px|true|false” custom_padding_phone=”||||true|false” custom_padding_last_edited=”on|phone” header_text_align_last_edited=”off|desktop” header_font_size_tablet=”18px” header_font_size_phone=”16px” header_font_size_last_edited=”on|desktop” header_line_height_tablet=”24px” header_line_height_phone=”21px” header_line_height_last_edited=”on|phone” body_font_size_tablet=”16px” body_font_size_phone=”14px” body_font_size_last_edited=”on|phone” body_line_height_tablet=”22px” body_line_height_phone=”19px” body_line_height_last_edited=”on|phone” text_orientation_tablet=”left” text_orientation_phone=”left” text_orientation_last_edited=”on|tablet” border_radii=”on|10px|10px|10px|10px” box_shadow_style=”preset1″ box_shadow_horizontal=”2px” box_shadow_vertical=”0px” box_shadow_blur=”10px” box_shadow_color=”rgba(0,0,0,0.2)” global_colors_info=”{}” custom_css_main_element_last_edited=”off|desktop” custom_css_blurb_title_last_edited=”off|desktop” custom_css_blurb_content_last_edited=”off|tablet” custom_css_blurb_content_phone=”content:%2201%22;” custom_css_before_last_edited=”on|phone” custom_css_before_tablet=”content:%2203%22;||position:absolute;||left:0;||top:0;||bottom:0;||font-size:60px;||padding:10px 20px;||color:#eee;||display:flex;||align-items:center;||justify-content:center;||” custom_css_before_phone=”content:%2203%22;||position:absolute;||left:0;||top:0;||bottom:0;||font-size:60px;||padding:10px 20px;||color:#eee;||display:flex;||align-items:center;||justify-content:center;||”]Evaluates the responsiveness, scalability, and efficiency of the AI model under different workloads and conditions.[\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_5″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}” custom_css_main_element_tablet=”max-width:100%;width:100% !important;margin:0;” custom_css_main_element_last_edited=”on|tablet” custom_css_main_element_phone=”max-width:100%;width:100% !important;margin:0;margin-bottom:30px !important;”][et_pb_blurb title=”Security Testing” content_max_width=”100%” module_class=”step-sec-content” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”Avenir-Heavy||||||||” header_text_color=”#1f00c3″ header_font_size=”18px” header_line_height=”24px” body_font=”Avenir-Book||||||||” body_text_color=”#333333″ body_font_size=”16px” body_line_height=”22px” background_color=”#FFFFFF” text_orientation=”center” max_width=”95%” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|tablet” height=”100%” height_tablet=”” height_phone=”” height_last_edited=”on|phone” custom_margin=”|auto||auto|false|true” custom_margin_tablet=”|auto|30px|auto|false|true” custom_margin_phone=”|auto|30px|auto|false|true” custom_margin_last_edited=”on|tablet” custom_padding=”20px|15px|20px|15px|true|true” custom_padding_tablet=”|||100px|true|false” custom_padding_phone=”||||true|false” custom_padding_last_edited=”on|phone” hover_enabled=”0″ header_text_align_last_edited=”off|desktop” header_font_size_tablet=”18px” header_font_size_phone=”16px” header_font_size_last_edited=”on|desktop” header_line_height_tablet=”24px” header_line_height_phone=”21px” header_line_height_last_edited=”on|phone” body_font_size_tablet=”16px” body_font_size_phone=”14px” body_font_size_last_edited=”on|phone” body_line_height_tablet=”22px” body_line_height_phone=”19px” body_line_height_last_edited=”on|phone” text_orientation_tablet=”left” text_orientation_phone=”left” text_orientation_last_edited=”on|tablet” border_radii=”on|10px|10px|10px|10px” box_shadow_style=”preset1″ box_shadow_horizontal=”2px” box_shadow_vertical=”0px” box_shadow_blur=”10px” box_shadow_color=”rgba(0,0,0,0.2)” global_colors_info=”{}” custom_css_main_element_last_edited=”off|desktop” custom_css_blurb_title_last_edited=”off|desktop” custom_css_blurb_content_last_edited=”off|tablet” custom_css_blurb_content_phone=”content:%2201%22;” custom_css_before_last_edited=”on|phone” custom_css_before_tablet=”content:%2204%22;||position:absolute;||left:0;||top:0;||bottom:0;||font-size:60px;||padding:10px 20px;||color:#eee;||display:flex;||align-items:center;||justify-content:center;||” custom_css_before_phone=”content:%2204%22;||position:absolute;||left:0;||top:0;||bottom:0;||font-size:60px;||padding:10px 20px;||color:#eee;||display:flex;||align-items:center;||justify-content:center;||” sticky_enabled=”0″]Identifies vulnerabilities and ensures the LLM application can securely handle sensitive data across various scenarios.[\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_5″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}” custom_css_main_element_tablet=”max-width:100%;width:100% !important;margin:0;” custom_css_main_element_last_edited=”on|tablet” custom_css_main_element_phone=”max-width:100%;width:100% !important;margin:0;margin-bottom:30px !important;”][et_pb_blurb title=”Adaptive Automation” content_max_width=”100%” module_class=”step-sec-content” _builder_version=”4.23.3″ _module_preset=”default” header_level=”h3″ header_font=”Avenir-Heavy||||||||” header_text_color=”#1f00c3″ header_font_size=”18px” header_line_height=”24px” body_font=”Avenir-Book||||||||” body_text_color=”#333333″ body_font_size=”16px” body_line_height=”22px” background_color=”#FFFFFF” text_orientation=”center” max_width=”95%” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|tablet” height=”100%” height_tablet=”” height_phone=”” height_last_edited=”on|phone” custom_margin=”|auto||auto|false|true” custom_margin_tablet=”|auto|30px|auto|false|true” custom_margin_phone=”|auto|30px|auto|false|true” custom_margin_last_edited=”on|tablet” custom_padding=”20px|15px|20px|15px|true|true” custom_padding_tablet=”|||100px|true|false” custom_padding_phone=”||||true|false” custom_padding_last_edited=”on|phone” header_text_align_last_edited=”off|desktop” header_font_size_tablet=”18px” header_font_size_phone=”16px” header_font_size_last_edited=”on|desktop” header_line_height_tablet=”24px” header_line_height_phone=”21px” header_line_height_last_edited=”on|phone” body_font_size_tablet=”16px” body_font_size_phone=”14px” body_font_size_last_edited=”on|phone” body_line_height_tablet=”22px” body_line_height_phone=”19px” body_line_height_last_edited=”on|phone” text_orientation_tablet=”left” text_orientation_phone=”left” text_orientation_last_edited=”on|tablet” border_radii=”on|10px|10px|10px|10px” box_shadow_style=”preset1″ box_shadow_horizontal=”2px” box_shadow_vertical=”0px” box_shadow_blur=”10px” box_shadow_color=”rgba(0,0,0,0.2)” global_colors_info=”{}” custom_css_main_element_last_edited=”off|desktop” custom_css_blurb_title_last_edited=”off|desktop” custom_css_blurb_content_last_edited=”off|tablet” custom_css_blurb_content_phone=”content:%2201%22;” custom_css_before_last_edited=”on|phone” custom_css_before_tablet=”content:%2205%22;||position:absolute;||left:0;||top:0;||bottom:0;||font-size:60px;||padding:10px 20px;||color:#eee;||display:flex;||align-items:center;||justify-content:center;||” custom_css_before_phone=”content:%2205%22;||position:absolute;||left:0;||top:0;||bottom:0;||font-size:60px;||padding:10px 20px;||color:#eee;||display:flex;||align-items:center;||justify-content:center;||”]Implements automated testing processes that adapt to changes in the AI model, environment, or user behavior.[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”Our Insight” _builder_version=”4.20.2″ _module_preset=”default” background_color=”#dee6f2″ locked=”off” collapsed=”on” global_colors_info=”{}”][et_pb_row module_class=”seccontainer text-size-large sec-header” _builder_version=”4.18.0″ custom_margin=”||0px||false|false” custom_padding=”0px||0px||true|false” locked=”off” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.18.0″ custom_padding=”||0px||false|false” global_colors_info=”{}”][et_pb_text content_tablet=”<\/p>\n

      Reliable Mobile App
      Testing Services<\/span><\/h2>\n

      ” content_phone=”<\/p>\n

      Reliable Mobile App
      Testing Services<\/span><\/h2>\n

      ” content_last_edited=”off|desktop” module_class=”heading no-break” _builder_version=”4.20.2″ _module_preset=”default” text_font=”Avenir-Book||||||||” text_font_size=”18px” header_text_align=”center” header_2_font=”Avenir-Black|700|||||||” header_2_text_align=”center” header_2_font_size=”36px” header_2_line_height=”46px” custom_margin=”||0px||false|false” custom_padding=”||0px||false|false” header_2_font_size_tablet=”” header_2_font_size_phone=”24px” header_2_font_size_last_edited=”on|desktop” header_2_line_height_tablet=”46px” header_2_line_height_phone=”31px” header_2_line_height_last_edited=”on|desktop” global_colors_info=”{}”]<\/p>\n

      Our Insights<\/span><\/h2>\n

      [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_2,1_2″ make_equal=”on” admin_label=”Row” module_class=”seccontainer insight-row” _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_2″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_blurb title=”Comprehensive LLM Software Testing Guide” url=”https:\/\/codoid.com\/ai-testing\/comprehensive-llm-software-testing-guide\/” image=”https:\/\/codoid.com\/wp-content\/uploads\/2024\/08\/Comprehensive-LLM-Software-Testing-Guide.png” alt=”Comprehensive Llm Software Testing Guide” icon_placement=”left” image_icon_width=”100%” module_class=”our-insight-new” _builder_version=”4.23.3″ _module_preset=”default” header_font=”Avenir-Heavy||||||||” header_text_align=”left” header_text_color=”#000000″ header_font_size=”20px” header_line_height=”28px” body_font=”Avenir-Book||||||||” body_text_align=”left” body_text_color=”#000000″ body_font_size=”16px” body_line_height=”24px” background_color=”#FFFFFF” custom_margin=”||0px||false|false” custom_padding=”10px|10px|10px|10px|true|true” link_option_url=”https:\/\/codoid.com\/ai-testing\/comprehensive-llm-software-testing-guide\/” header_font_size_phone=”20px” header_font_size_last_edited=”off|desktop” header_line_height_tablet=”28px” header_line_height_last_edited=”off|desktop” border_radii=”on|5px|5px|5px|5px” border_radii_image=”on|5px|5px|5px|5px” box_shadow_style=”preset1″ box_shadow_vertical=”4px” box_shadow_blur=”4px” box_shadow_color=”rgba(0,0,0,0.25)” global_colors_info=”{}”]Unsure of how to do LLM Software Testing? Here’s a complete guide that will help you get started on testing AI and LLM solutions.[\/et_pb_blurb][et_pb_button button_url=”https:\/\/codoid.com\/ai-testing\/comprehensive-llm-software-testing-guide\/” button_text=”Read More” button_alignment=”right” _builder_version=”4.23.3″ _module_preset=”default” custom_button=”on” button_text_color=”#FFFFFF” button_bg_color=”#1f00c3″ button_border_width=”0px” button_border_radius=”4px” button_font=”Avenir-Book||||||||” button_use_icon=”off” custom_padding=”5px|20px|5px|20px|true|true” global_colors_info=”{}”][\/et_pb_button][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.20.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_blurb title=”AI Testing Tutorial : The Best Strategies to Use” url=”https:\/\/codoid.com\/ai-testing\/ai-testing-tutorial-the-best-strategies-to-use-for-every-use-case\/” image=”https:\/\/codoid.com\/wp-content\/uploads\/2021\/08\/AI-Testing-Tutorial-The-Best-Strategies-to-Use-for-Every-Use-Case-Blog.jpg” alt=”AI Testing Tutorial The Best Strategies to Use for Every Use Case- Blog” icon_placement=”left” image_icon_width=”100%” module_class=”our-insight-new” _builder_version=”4.23.3″ _module_preset=”default” header_font=”Avenir-Heavy||||||||” header_text_align=”left” header_text_color=”#000000″ header_font_size=”20px” header_line_height=”28px” body_font=”Avenir-Book||||||||” body_text_align=”left” body_text_color=”#000000″ body_font_size=”16px” body_line_height=”24px” background_color=”#FFFFFF” custom_margin=”||0px||false|false” custom_padding=”10px|10px|10px|10px|true|true” link_option_url=”https:\/\/codoid.com\/ai-testing\/ai-testing-tutorial-the-best-strategies-to-use-for-every-use-case\/” border_radii=”on|5px|5px|5px|5px” border_radii_image=”on|5px|5px|5px|5px” box_shadow_style=”preset1″ box_shadow_vertical=”4px” box_shadow_blur=”4px” box_shadow_color=”rgba(0,0,0,0.25)” global_colors_info=”{}”]New to AI testing? Fear not, in this AI Testing Tutorial we explore how to build on your existing knowledge to become an expert in no time.[\/et_pb_blurb][et_pb_button button_url=”https:\/\/codoid.com\/ai-testing\/ai-testing-tutorial-the-best-strategies-to-use-for-every-use-case\/” button_text=”Read More” button_alignment=”right” _builder_version=”4.23.3″ _module_preset=”default” custom_button=”on” button_text_color=”#FFFFFF” button_bg_color=”#1f00c3″ button_border_width=”0px” button_border_radius=”4px” button_font=”Avenir-Book||||||||” button_use_icon=”off” custom_padding=”5px|20px|5px|20px|true|true” global_colors_info=”{}”][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” admin_label=”6-step title” _builder_version=”4.18.0″ _module_preset=”default” custom_padding=”50px||50px||false|false” custom_padding_tablet=”||||false|false” custom_padding_phone=”50px||50px||true|false” collapsed=”on” global_colors_info=”{}”][et_pb_row use_custom_gutter=”on” gutter_width=”1″ module_class=”seccontainer sec-header no-break” _builder_version=”4.23.3″ custom_margin=”|auto||auto|false|false” custom_padding=”0px||0px||true|false” locked=”off” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ global_colors_info=”{}”][et_pb_text module_class=”heading” _builder_version=”4.23.3″ _module_preset=”default” text_font=”Avenir-Black|700|||||||” text_font_size=”36px” text_line_height=”46px” header_text_align=”center” header_2_font=”Avenir-Black|700|||||||” header_2_text_align=”center” header_2_font_size=”36px” header_2_line_height=”46px” text_orientation=”center” custom_margin=”||30px||false|false” text_font_size_tablet=”36px” text_font_size_phone=”24px” text_font_size_last_edited=”on|desktop” text_line_height_tablet=”46px” text_line_height_phone=”31px” text_line_height_last_edited=”on|phone” header_2_font_size_tablet=”” header_2_font_size_phone=”24px” header_2_font_size_last_edited=”on|tablet” header_2_line_height_tablet=”46px” header_2_line_height_phone=”31px” header_2_line_height_last_edited=”on|phone” global_colors_info=”{}”]<\/p>\n

      Why Choose Us ?<\/span><\/h2>\n

      [\/et_pb_text][et_pb_text disabled_on=”on|on|on” module_class=”sub-head” _builder_version=”4.23.3″ text_font=”Avenir-Medium|500|||||||” text_text_color=”#333333″ text_font_size=”18px” text_line_height=”25px” header_font=”Avenir-Heavy||||||||” header_text_align=”center” header_text_color=”#ffffff” header_font_size=”38px” text_orientation=”center” custom_margin=”||||false|false” custom_padding=”||||false|false” text_font_size_tablet=”24px” text_font_size_phone=”16px” text_font_size_last_edited=”on|phone” text_line_height_last_edited=”off|phone” disabled=”on” global_colors_info=”{}”]Choose Our Python Development Company for exceptional solutions powered by expertise and innovation.[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ fullwidth=”on” custom_padding_last_edited=”on|phone” admin_label=”6-step code” _builder_version=”4.18.0″ _module_preset=”default” background_color=”#FFFFFF” custom_padding=”0px||65px||false|false” custom_padding_tablet=”0px||||false|false” custom_padding_phone=”||50px||false|false” collapsed=”on” global_colors_info=”{}”][et_pb_fullwidth_code _builder_version=”4.18.0″ _module_preset=”default” background_enable_color=”off” global_colors_info=”{}”]

      \">\r\n
      <\/div>\r\n <\/div>
      \r\n
      \r\n
      \r\n
      \r\n
      \r\n
      \r\n \"AI\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n
      \r\n
      \r\n
      AI Specialists<\/h5>\r\n

      Our dedicated team comprises leading AI experts with deep knowledge and specialized skills in LLM testing. We leverage this expertise to ensure your model achieves top-notch performance and accuracy.<\/p>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>

      \r\n
      \r\n
      \r\n
      \r\n
      \r\n
      \r\n \"Data\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n
      \r\n
      \r\n
      Data Testing Capabilities<\/h5>\r\n

      We excel in rigorous data testing, ensuring that your LLM is trained and validated with high-quality, relevant datasets. Our approach guarantees that the model\u2019s outputs are reliable and accurate.<\/p>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>

      \r\n
      \r\n
      \r\n
      \r\n
      \r\n
      \r\n \"Adaptive\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n
      \r\n
      \r\n
      Adaptive Strategies <\/h5>\r\n

      We stay ahead of the curve in the rapidly evolving field of AI. Our flexible testing methodologies are designed to accommodate new advancements and technologies, ensuring continuous improvement.<\/p>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>

      \r\n
      \r\n
      \r\n
      \r\n
      \r\n
      \r\n \"Pioneers\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n
      \r\n
      \r\n
      Pioneers in Testing<\/h5>\r\n

      As pioneers in the field of LLM software testing, we are at the forefront of innovation. We implement the latest testing techniques and frameworks, setting industry standards and delivering exceptional results.\r\n<\/p>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>

      \r\n
      \r\n
      \r\n
      \r\n
      \r\n
      \r\n \"Actionable\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n
      \r\n
      \r\n
      Actionable Reporting <\/h5>\r\n

      We provide detailed, actionable reports that offer clear insights into your LLM\u2019s performance. Our reports are designed to help you understand results, make informed decisions, and implement improvements effectively.<\/p>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>

      \r\n
      \r\n
      \r\n
      \r\n
      \r\n
      \r\n \"Comprehensive\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n
      \r\n
      \r\n
      Comprehensive Coverage<\/h5>\r\n

      We provide end-to-end testing solutions, covering all crucial aspects of LLM performance, including accuracy, contextual relevance, and security. Our thorough approach ensures that every facet of your model is evaluated.<\/p>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div><\/div><\/div>

      \r\n
      \r\n
      \r\n <\/span>\r\n <\/div>\r\n
      \r\n
      \r\n <\/i>\r\n <\/div>\r\n
      \r\n <\/i>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div><\/div><\/div><\/div><\/section>[\/et_pb_fullwidth_code][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” admin_label=”FAQ” _builder_version=”4.18.0″ _module_preset=”default” background_color=”#f2f2f2″ custom_padding=”50px||65px||false|false” custom_padding_tablet=”||||false|false” custom_padding_phone=”50px||50px||true|false” collapsed=”on” global_colors_info=”{}”][et_pb_row custom_padding_last_edited=”on|phone” module_class=”seccontainer” _builder_version=”4.18.0″ _module_preset=”default” custom_padding=”0px||0px||true|false” custom_padding_tablet=”||||true” custom_padding_phone=”0px||0px||false|false” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_text module_class=”heading sec-header no-break” _builder_version=”4.20.2″ _module_preset=”default” text_font=”Avenir-Black|700|||||||” text_font_size=”36px” text_line_height=”46px” header_2_font=”Avenir-Black|700|||||||” header_2_font_size=”36px” header_2_line_height=”46px” text_orientation=”center” custom_margin=”0px||20px||false|false” custom_padding=”0px||0px||true|false” text_font_size_tablet=”36px” text_font_size_phone=”24px” text_font_size_last_edited=”on|phone” text_line_height_tablet=”46px” text_line_height_phone=”31px” text_line_height_last_edited=”on|tablet” header_2_font_size_tablet=”36px” header_2_font_size_phone=”24px” header_2_font_size_last_edited=”on|phone” header_2_line_height_tablet=”46px” header_2_line_height_phone=”31px” header_2_line_height_last_edited=”on|desktop” global_colors_info=”{}”]<\/p>\n

      FAQ’S<\/p>\n

      [\/et_pb_text][et_pb_code module_class=”faq-section” _builder_version=”4.18.0″ _module_preset=”default” global_colors_info=”{}”]\r\n \r\n

      • \r\n Why is LLM Software Testing needed?<\/span>\r\n
        \r\n

        It is essential to ensure that your model performs accurately and reliably in real-world applications. Testing also helps identify and address issues such as inaccurate responses, contextual misunderstandings, and biases.<\/p>\r\n <\/div>\r\n <\/li>

      • \r\n How is LLM Testing different from Regular Testing?<\/span>\r\n
        \r\n

        LLM testing differs from regular testing due to the unpredictable nature of AI-generated responses. LLMs generate varied outputs based on learned patterns in training and user provided context, making their behavior complex and hard to evaluate.<\/p>\r\n <\/div>\r\n <\/li>

      • \r\n What kind of methodologies do you use?<\/span>\r\n
        \r\n

        We have expertise in methodologies such as RAGAS, GLUE, DeepEval, BLEU, BERT, ROGUE, etc to go beyond surface-level assessments and addressing deeper issues.<\/p>\r\n <\/div>\r\n <\/li>

      • \r\n What kind of support do you offer after testing is complete?<\/span>\r\n
        \r\n

        After testing is complete, we offer ongoing support that includes detailed reports, recommendations for improvements, and assistance with implementing any necessary changes.<\/p>\r\n <\/div>\r\n <\/li><\/ul>\r\n [\/et_pb_code][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” disabled_on=”off|off|off” admin_label=”Global Connect with us” module_id=”contactform” module_class=”contactform” _builder_version=”4.23.3″ background_color=”#080038″ background_enable_color=”off” background_image=”https:\/\/codoid.com\/wp-content\/uploads\/2022\/12\/contact-form-bg.jpg” background_size=”custom” background_image_width=”100%” background_position=”top_center” background_blend=”luminosity” min_height=”1351px” custom_padding=”100px||100px||false|false” custom_padding_tablet=”50px||50px||true|false” custom_padding_phone=”||||true|false” background_last_edited=”off|desktop” background_size_tablet=”cover” background_image_height_phone=”50%” custom_css_main_element=”min-height:auto !important;” global_module=”1703″ saved_tabs=”all” locked=”off” collapsed=”on” global_colors_info=”{}”][et_pb_row column_structure=”3_5,2_5″ use_custom_gutter=”on” gutter_width=”1″ make_equal=”on” custom_padding_last_edited=”off|desktop” module_id=”home-contact-page” _builder_version=”4.18.0″ _module_preset=”default” width=”70%” width_tablet=”70%” width_phone=”90%” width_last_edited=”on|desktop” custom_padding=”0px||0px||true|false” custom_padding_tablet=”0px|0px|0px|0px|true|false” custom_padding_phone=”80px|0px|0px|0px|false|false” box_shadow_style=”preset1″ collapsed=”off” global_colors_info=”{}”][et_pb_column type=”3_5″ module_class=”maincontact_form” _builder_version=”4.18.0″ _module_preset=”default” background_color=”#FFFFFF” custom_padding=”30px|0px|30px|0px|true|true” custom_padding_tablet=”||||true|true” custom_padding_phone=”30px|10px|30px|10px|true|true” custom_padding_last_edited=”on|desktop” custom_css_main_element=”display: flex;flex-direction: column; justify-content: center;” global_colors_info=”{}”][et_pb_text module_class=”sec-header heading no-break” _builder_version=”4.20.2″ _module_preset=”default” text_font=”Avenir-Black|700|||||||” text_font_size=”36px” text_line_height=”46px” header_3_font=”Avenir-Black|700|||||||” header_3_font_size=”36px” header_3_line_height=”36px” text_orientation=”center” custom_margin=”||5px||false|false” custom_margin_tablet=”||0px||false|false” custom_margin_phone=”||0px||false|false” custom_margin_last_edited=”off|tablet” custom_padding=”||||false|false” text_font_size_tablet=”” text_font_size_phone=”24px” text_font_size_last_edited=”on|desktop” text_line_height_tablet=”” text_line_height_phone=”31px” text_line_height_last_edited=”on|phone” header_3_font_size_tablet=”30px” header_3_font_size_phone=”30px” header_3_font_size_last_edited=”on|phone” global_colors_info=”{}”]<\/p>\n

        Talk to our Experts<\/span><\/p>\n

        [\/et_pb_text][et_pb_code admin_label=”Code” module_class=”client_contact_form” _builder_version=”4.18.0″ _module_preset=”default” width=”80%” width_tablet=”90%” width_phone=”90%” width_last_edited=”on|desktop” module_alignment=”center” global_colors_info=”{}”] .h-connectForm { float: none; } .mhcf { display: flex; flex-wrap: wrap; justify-content: center; }<\/style>\n

        <\/p>\n

        \t<\/p>\n
        [contact-form-7 id=”20859″ title=”Contact form 1″] <\/div>\n

        <\/div>\n

        –>

        \r\n
        \r\n \r\n