OptiBot

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Valid Statistical Insights and Reliable Results

Revolutionize how you interact with federal data tables.

With OptiBot,  users can effortlessly query federal data tables by asking any question the tables can answer. OptiBot extracts insights from multiple sources through a single application, eliminating the need to manually navigate numerous tables.

OptiBot utilizes a Large Language Model (LLM) trained specifically on federal statistical tables. This ensures the chatbot provides precise and accurate answers. Users can ask questions in plain language and receive clear, concise and accessible responses. OptiBot also summarizes findings, highlights key points, and drafts content based on the results, making it accessible to a wide range of audiences.

What OptiBot Offers

Type of OptiBot Users

Researchers

Researchers may select incorrect variables for analyses due to a lack of familiarity with the data or they may find it challenging to summarize the results presented in a table to inform subsequent analyses and research.

Policy Analyst

Policy analysts who may find it difficult to effectively summarize the results provided in a table to inform policy or assess a policy’s impact, especially if they lack knowledge about the availability of data and how it was collected.

General Public

The general public may be unfamiliar with the program or agency and its data and thus require training, which takes considerable time, or they may just find it difficult to interpret the results in the table.

A Call for a New Approach using OptiBot

A call for a new approach with OptiBot

OptiBot Solution

Optibot solution

Users can ask any question the tables can answer and receive instant insights from multiple sources through a single application. This eliminates the need to manually navigate various tables, speeding up information retrieval and data analysis.

Advantages of Using OptiBot

Accessibility for Statistical Tables

OptiBot brings data to users where they are so that anyone can use OptiBot

Citability

OptiBot provides the source document and highlight the sections or segments of the document from where the answer was retrieved

Validity

OptiBot is specified to provide only precise answers, i.e., not allow it to hallucinate

Reduced Time and Effort

Finding the desired information, verifying the validity of the output, and producing briefing materials and reports are essential steps in effective data analysis and communication

Reliability

OptiBot consistently provides the same answer every time across sessions as the LLM has a defined boundary of knowledge

Return on Investment or Yield

OptiBot will reduce costs by minimizing the human effort required to answer questions that vary in word choice, grammar, and data elements. It efficiently handles inquiries related to calculations based on specific criteria and provides information about both point estimates and statistical differences

Schedule a demo to learn more about OptiBot and see it in action!