Blackstraw - Accelerator

Gen AI Suite

Vision Suite

Data Suite

Domain Solutions

Accelerate enterprise AI-driven decision-making with ready-to-deploy generative AI solutions for market intelligence, data exploration, workflow automation, and knowledge assistants. Built with multi-LLM support, cloud-native scalability, and Responsible AI guardrails for compliant, auditable, end-to-end automation.

Key Features:

Unified control plane for Agents, Tools, MCP Servers, Actions, Knowledge, Models, Operate, and FinOps.
Multi-LLM support with configurable model catalog, activation, and connection testing (Azure OpenAI, Gemini, Claude).
Role- and capability-based access control for secure, compliant operations across teams.
Knowledge workspace for retrieval-augmented agents over trusted enterprise data.
MCP-native tooling with package upload, versioning, activation, and runtime refresh.
Execution and observability APIs for intent submission, event history, and audit trails.
Responsible AI guardrails and governance for safe, compliant generative AI usage.

Key Features:

NLP to SQL conversion of business questions into validated, executable queries with plain-language explanations.
Schema-aware reasoning and feedback-driven learning for accurate, policy-aligned query generation.
Multi-platform support for Databricks, Snowflake, Azure SQL, and Postgres. RBAC alignment, row-level security compatibility, and query logging for governance and audit.
Responsible AI controls to reduce risk and improve trust in data access and usage.

Key Features:

Insight-to-action pipeline: convert insights into structured, schedulable actions with approval and execution via tools and workflows.
Cloud-native serverless design with Azure Container App and Functions for task creation, routing, escalation, and outcome monitoring.
Human-in-the-loop checkpoints and escalation for governed, fault-tolerant automation.
Role-based permissions and policy enforcement with Microsoft Managed Identity and Entra ID.
Action logs and Responsible AI safety monitoring for auditability and reliable automation.

Key Features:

End-to-end market research automation for competitive analysis, pricing and promotion insights, consumer sentiment, and category performance.
Opportunity sizing and executive-ready outputs for growth and strategy teams.
Enterprise Agentic AI frameworks: A2A Protocol, Model Context Protocol (MCP), OpenTelemetry for traceability, Cloud Logs for monitoring.
Enterprise security and access control with Microsoft Entra ID and Managed Identity integration.
Multi-agent orchestration with clear governance and auditability.

Accelerate vision-based solutions with tools and ready-to-deploy models for image classification, object detection, anomaly spotting, and more. Built for scalability and cross-industry use - from retail to insurance and manufacturing.

Key Features:

Real-time gyro-based motion detection to prevent capture during device movement.
Intelligent angle detection with configurable thresholds for optimal image orientation.
Interactive user guidance with on-screen messages for movement and angle corrections.
Automatic capture blocking when stability conditions aren't met.
Seamless integration with existing mobile applications and workflows.
Configurable sensitivity settings to match various capture scenarios.

Target application areas:

Invoices: Extract billing details, line items, and tax summaries.
Receipts: Identify store info, purchased items, totals, and discounts.
Purchase Orders: Detect vendor info, order lines, and approval sections.
Forms: Isolate labeled fields, user inputs, and signature areas.

Target application areas:

Retail Shelf Imagery: Locate and identify products and position.
Ad Flyers: Distinguish product images, prices, and promotional text regions.
User-Generated Photos: Identify objects like furniture or food in photos.
Manufacturing Lines: Detect components, defects, or tools on conveyor belts.

Target application areas:

Financial Statements: Extract line items, totals, and comparison year columns.
Forms: Pull field labels, filled entries, and checkbox selections.
Inventory Lists: Capture item names, SKUs, quantities, and location codes.
Invoices: Extract itemized billing info, taxes, totals, and due dates.

Target application areas:

E-Commerce Platforms: Match uploaded product image with catalog items instantly.
Retail Product Recognition: Identify branded goods on shelves or in hands.
Brand Monitoring: Spot product appearances in social media or influencer content.
Asset Management: Recognize tagged assets like machinery or tools in photos.

Accelerate your data transformation journey with pre-built engineering assets that automate infrastructure, streamline data loading, and enforce governance. Designed for agility, these accelerators support domain-oriented design, integrate open-source tools, and ensure scalable, governed data pipelines optimized for modern data platforms.

Key Features:

Automated cloud infrastructure, Databricks Workspaces & Unity Catalog setup.
Pre-configured for Medallion Architecture & Data Mesh.
Faster environment provisioning.
Built-in dashboards for cost and performance monitoring.

Key Features:

Metadata-driven ingestion control with user-defined logic.
Supports loading via Delta Live Tables or dbt-core.
Automated data mapping.
Quicker raw data availability.

Key Features:

Scalable data modeling for evolving business needs.
Produces consistent and integrated tables for enterprise-wide analysis.
Dynamic hash key generation and SCD management.
Built-in data quality & testing.

Key Features:

Dedicated Databricks workspaces and secure Unity Catalogs for each business domain.
Decentralized data product ownership and development by domain teams.
Secure cross-domain data sharing with RLS and CLS via Delta Sharing or RBAC.
Stricter workspace-to-catalog binding for enhanced governance.

Key Features:

Flexible integration with dimensional modeling or standalone deployment.
Utilizes leading open-source tools: Soda, Databricks DQx, and Great Expectations.
Comprehensive suite of standard and custom data quality checks.
Proactively identifies and resolves data issues for trusted data asset.

Ready-to-deploy AI solutions tailored for industry-specific challenges — from Retail and CPG to Market Research and beyond. Combine domain-trained models with scalable data pipelines to accelerate insight generation, automate operational workflows, and deliver measurable business outcomes.

Build Smarter. Scale Faster.

Gen AI Suite

Vision Suite

Data Suite

Domain Solutions

Agentic AI Platform

Key Features:

Self-Scaling Data Copilot Accelerator (NLP to SQL)

Key Features:

Insight to Action Automation Accelerator

Key Features:

Multi-Agent Market Intelligence Accelerator

Key Features:

Mobile Capture SDK

Key Features:

Document Layout Deconstruction

Target application areas:

Object Detection & Segmentation

Target application areas:

Table & Form Extraction

Target application areas:

Visual Search & Product Recognition

Target application areas:

Lakehouse Builder

Key Features:

Data Ingestion / Loader

Key Features:

Accelerated Dimensional Modeling

Key Features:

Data Mesh Enabler

Key Features:

Data Quality Checker

Key Features:

CPG Product Claims Extraction

Extract crucial product claims with accuracy exceeding 90%

Product Claims Extracted

Key Benefits

Scale smarter and faster

US Headquarters:

Canada Office:

Build Smarter. Scale Faster.

Gen AI Suite

Vision Suite

Data Suite

Domain Solutions

Agentic AI Platform

Key Features:

Self-Scaling Data Copilot Accelerator (NLP to SQL)

Key Features:

Insight to Action Automation Accelerator

Key Features:

Multi-Agent Market Intelligence Accelerator

Key Features:

Mobile Capture SDK

Key Features:

Document Layout Deconstruction Our pre-trained layout models identify headers, tables, and signature blocks—creating a structural map of the document that enables precise, scalable data extraction from invoices, forms, and business records.

Document Layout Deconstruction

Target application areas:

Object Detection & Segmentation See what matters. Our visual intelligence modules detect and separate objects in any image—from retail shelves to factory floors—enabling intelligent insights, inventory tracking, and scene understanding across industries.

Object Detection & Segmentation

Target application areas:

Table & Form Extraction Turn grids into gold. Specialized AI models extract clean, structured data from complex tables and forms—perfect for digitizing financial statements, application forms, inventory logs, and transactional documents.

Table & Form Extraction

Target application areas:

Visual Search & Product Recognition Search by sight. Our Recognition assets identify products in images, powering instant discovery, brand monitoring, and checkout experiences for retail, e-commerce, and asset-heavy environments.

Visual Search & Product Recognition

Target application areas:

Lakehouse Builder

Key Features:

Data Ingestion / Loader

Key Features:

Accelerated Dimensional Modeling

Key Features:

Data Mesh Enabler

Key Features:

Data Quality Checker Ensure the reliability of your insights with our Data Quality Checker, an Open-Source powered utility that performs standard and custom data quality checks across your Databricks Lakehouse, drastically reducing data errors and building trust in your data assets.

Data Quality Checker

Key Features:

CPG Product Claims Extraction An AI-first Product Claims Extraction and Generation Engine that automates the identification, extraction, and validation of claims from images, marketing materials, and structured data—enabling faster approvals, lower compliance risks, and reduced operational costs.

CPG Product Claims Extraction

Extract crucial product claims with accuracy exceeding 90%

Product Claims Extracted

Key Benefits

Scale smarter and faster