What if you could transform thousands of documents into an insightful, dynamic dashboard data visualization in minutes, not months?
The days of manual financial auditing, sifting through stacks of paper, and struggling to extract key metrics are over. That’s possible by using Generative AI for document processing and analysis.
In this blog, you will see how an AI tool like Grooper intelligent document processing platform can instantly convert a massive set of expense receipts into a powerful audit tool. This process is the future of data analysis.
Transform Unstructured Files into Structured Data
In this example, we started with a collection of 1,253 expense receipts. The documents were scanned into Grooper for intelligent data extraction.
These documents were typical business receipts that came from all over the world. The receipts were written in many different languages (like English, Chinese, German, and Spanish), and using different currencies.
Instead of an employee manually reviewing each one, the AI system automatically processed them. The process answered critical audit questions and flagged “red flags”.
The key data points and compliance issues extracted include:
- Financial Totals and Calculations: Identify the employee, vendor, and expense type. The system calculated the average nightly rate for a hotel room, excluding fees and taxes.
- Policy Violations: The system flagged expenses that exceeded corporate limits, such as a $150 average nightly hotel rate.
- Non-Expensable Items: Identify and flag specific items an employee shouldn’t have expensed, like deodorant.
- Alcohol & Tipping: Determine if alcohol was purchased and tracking excessive tip amounts.
Creating a Dashboard Data Visualization – No Code Required
Once the data is structured and classified, the true power of dashboard data visualization is unleashed. We did this by using a feature in Grooper that allows for natural language prompts. This enables users without any real code experience to generate analytics dashboards.
So no coding or programming is required to generate dynamic, interactive reports.
Instead of receiving a static spreadsheet, auditors get immediate, visual insights with data visualization tools like these:
Interactive Map of Expenses
The dashboard was created by using Grooper and a GPT.
It shows where all expenses occurred globally, color-coded by employee. All we did was choose a GPT in Grooper and type in this prompt into Grooper:
“Using the latitude and longitude, create an interactive map of where these expenses occurred. Color code the pins with a different color per employee. Put an exclamation point on any expense with issues.”
As you can see, pins were marked with an exclamation point if an issue was found. And you can click in on any of these colored pins to get a more detailed breakdown of where the charges occurred. You can see:
- The exact place where charges occurred
- The costs
- The person responsible
- Why a charge was flagged
For example, if a nightly hotel rate significantly higher than the local average (a stay at The Venetian in Las Vegas was flagged as an expensive issue).
Hotel Spend by Employee
This dashboard was created in Grooper by telling it “Look at every employee, all their hotel expenses and show me the average nightly spend is for hotel rooms.“
In this dashboard, you can see highlighted employees with high average nightly rates. This immediately directs an organization’s attention to areas where employees are possibly violating corporate policies.
This type of dashboard data visualization revealed specific trends. For example, one employee, “Steve,” had 98 weekend receipts totaling $11,903.87 with 40 of those receipts being alcohol-related.
This insight is immediate and actionable.
Weekend Expenses and Alcohol Spend
This type of dashboard data visualization was created by giving Grooper’s AI Extract the prompt of “What’s the total amount within this timeframe that our employees spent on alcohol?“
This interactive dashboard revealed specific trends, such as one employee, “Randy,” who totaled by far the highest expenses. He had 98 weekend receipts totaling $11,903.87. Of those receipts, 40 are alcohol-related and total nearly $3,900.
This insight is immediate and actionable.
Average Tip Percent by Employee
The dashboard provided a clear, quick view of which employees are “big tippers.” This gives compliance teams an easy way to audit for excessive tipping.
This dashboard was also totally created in Grooper. By using Grooper’s AI Generate feature, we created this by typing in a simple prompt.
Unlock Audit Efficiency: Watch the “Documents to Dashboards” Video
Get the “Documents to Dashboards” video and see the rapid transformation of 1,253 documents into a fully auditable, interactive dashboard data visualization — a process that manually would have taken months.
With our data experts, you will discover how to instantly flag, track, or get immediate insights on your organization’s data. GET THE VIDEO:
Get a Dashboard Visualization with Your Organization’s Data!
This is just one example of how data dashboards can be quickly created from an organization’s documents. There are numerous applications for organizations to streamline spending and increase profitability.
Sophisticated dashboard data visualization is no longer a luxury just for data scientists or Fortune 100 companies. By leveraging Generative AI and solutions like Grooper, organizations can convert messy, unstructured documents into crystal-clear, actionable audit reports almost instantly.
Contact us today to see a data dashboard with your documents and data!
What is a Data Visualization Dashboard?
A Data Visualization Dashboard is a dynamic, centralized tool designed to transform raw, complex data into easily digestible, visual information.
Its main purpose is to collect data from various sources and then display it using visual elements like charts, graphs, and infographics. This format makes it simple for stakeholders to understand key performance indicators (KPIs) and other essential business metrics at a glance.
By presenting information visually, a dashboard allows users to quickly monitor performance, identify trends, and pinpoint any problems or issues that require attention. It moves beyond rows of arbitrary numbers, enabling faster data analysis and supporting confident, data-driven decision-making across the organization.
Common Types of Data Visualization Dashboards
While highly customizable, most data visualization dashboards fall into several core categories based on their purpose and audience.
These powerful tools transform raw data from data sources like scanned documents into high-level, actionable insights, guiding better strategic planning and decision-making across the organization.
Executive Dashboards
These are designed specifically for senior executives and C-suites. They provide a high-level, comprehensive overview of business performance. They do this by focusing on crucial metrics and big-picture data sets that drive meaningful ROI and guide strategic planning.
Marketing Dashboards
Marketing teams rely on these dashboards to consolidate insights across all campaigns. They track essential data like web traffic, social media engagement, email performance, and ad spend. Marketing dashboards are key to understanding ROI, optimizing tactics, and discovering key performance indicators (KPIs) relevant to campaign goals.
Sales Dashboards
Focusing on revenue growth strategies, sales dashboards track key financial and performance metrics for the sales process. This can include pipeline health, conversion rates, deal value, the number of leads, and closed deals, allowing sales staff to monitor their performance against established goals.
Operational Dashboards
These dashboards are critical for day-to-day decision-making and running the business. They provide real-time visibility into key workflows, such as customer service performance, order fulfillment, and supply chain logistics, helping frontline staff monitor progress toward daily operational objectives.
Business Intelligence Dashboards
Often used interchangeably with Business Dashboards, these offer an integrated, cross-functional view of overall business health. By combining data from areas like sales, finance, and marketing, they provide managers and directors with the intelligence needed to assess effectiveness and refine strategic ideas.
Financial Dashboards
These dashboards are essential for finance leaders, helping them track, analyze, and monitor core financial metrics. They include data points like revenue, costs, profit margins, expense ratios, and cash flow, providing the necessary data for solid financial decision-making.
Benefits of Dashboard Data Visualization
Faster, Data-Driven Decision Making: Dashboards eliminate manual labor and guesswork, enabling faster, data-driven decision-making. By automating data extraction from unstructured files, leadership can pivot from tedious document review to high-level strategic planning.- Instant Visibility into Key Metrics: A centralized location provides immediate visibility into key performance indicators (KPIs).
Visualizing trends rather than scrolling through rows of data ensures total transparency across operations and allows for the precise tracking of nuanced metrics. - Real-Time Monitoring and Efficiency: Efficiency increases with real-time data analytics monitoring and timely updates. This allows teams to identify patterns and react quickly to changing circumstances, creating an immediate feedback loop for effective problem-solving.
- Accessibility and Centralization: Consolidating data into a single source of truth makes vital information accessible to all stakeholders. This centralization ensures that critical information is never lost in disconnected spreadsheets or disparate filing systems.
- Improved Understanding of Complex Data: Visual formats simplify complex information, making it easier to spot trends, patterns, and correlations.
A high-quality dashboard transforms raw data into a clear, actionable story through a pie chart or bar chart. These forms are easy for the entire organization to understand.
