Flagship product
GovBot.ai is a platform of public-sector tools built on public, authoritative data, organized as one edition per field of work.
Public, authoritative sources only. Every answer cites its source. Planned to be free for communities.
Counts as of 29 September 2026. County count: U.S. Census Bureau; cross sections: FEMA National Flood Hazard Layer.
First edition · private preview
Hazard Mitigation module › Flood, the first hazard
From a county’s hazard mitigation plan to a grant-application draft for a physical flood project, with every value traced to a public record.
Emergency Management is the first edition, chosen because of the team’s three decades in hazard mitigation.
In development
States what a hazard event reaches, from buildings and roads to communities, from public records.
In development
Traces a bill from introduction through rules to the programs and places it affects.
In development
Finds, qualifies for and assembles applications across federal and state programs.
In development
Compares and aligns local codes and ordinances.
Private preview
Questions in plain English, with answers drawn from the sources. Every answer is cited.
Private preview
The data tools counted above, for developers and for AI tools that support the Model Context Protocol.
Planned with the preview
Connectors for Claude, ChatGPT, Gemini and Grok.
Assistant names are the trademarks of their owners. No partnership or endorsement is implied.
Other products
ideationlab.io is a privately-funded studio that designs, funds, and ships its own AI products. Besides GovBot.ai, the studio has four products: sthayi.ai is live, Future Navigator is in private preview, and Keel and Koi are in development.
Sovereign, local-first memory — a durable, private knowledge layer you own. Models change; you don’t.
Private, evidence-backed career exploration — a counselor conversation that helps families map college and career routes as AI reshapes the work ahead.
A sovereign knowledge plane — your documents in an in-tenant store, private by design. Frontier models answer without ever seeing raw sensitive text.
Calm, AI-assisted team planning — shared boards, tasks, scope tracking, and status reports, with a copilot that helps turn conversations into proposed work.
Live — published and in use Private preview — limited early access In development — being built in the lab
The edge
ideationlab.io is founded and led by Gopal Raja, who also founded Ideation, Inc. and its 26 years of federal mission delivery — the analysis tools programs depend on daily, and agentic AI running in production in a secure DHS environment. That discipline — building systems for work that has to be right — is what the studio is built on.
Human authority in the architecture: AI that proposes, people who decide.
Ideation Lab, Corp. and Ideation, Inc. are separate companies. The only connection is the founder.
Track record at Ideation, Inc. — the founder’s federal-services firm:
Contact
Building something that has to be right — or want to know when the next product ships? We read everything.