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Our AI Approach

Different by design.

Generative AI is a transformational technology that offers unbounded opportunity — but it also introduces new risks, and their use is already widespread. GovBite is built to capture the benefits of AI while addressing those risks directly.

Misinformation Hallucination Cognitive decay Privacy & security
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An AI harness

The benefits of AI, on a leash your team holds.

Human drivers

AI content is on-demand only. It can gather vast amounts of information and summarize it cleanly — but only when you ask it to.

Verified for accuracy

Anti-hallucination is a blocking constraint, not a slogan: a brief that fails its checks is withheld. AI-generated content is always labeled clearly.

An open stack

Built as an open-source stack — the repository opens with multi-tenant launch. Your tooling shouldn't be a black box.

Knowledge building

The details matter. Over-reliance on AI leads to cognitive laziness and decay. GovBite elevates primary sources and requires human input to unlock AI features.

Addressing AI risk

Every known risk, met by a deliberate design choice.

The risks are real — so the features that answer them are the point, not an afterthought.

Risk
Misinformation

Bad information spreads fast when a summary drifts from what the record actually says.

Designed for
Verified sources only

Every brief is grounded in — and linked back to — the official legislative record.

Risk
Hallucination

Language models can state fluent, confident claims that were never in the source.

Designed for
Grounded in truth

Anti-hallucination gates block any brief whose claims fail their source checks before it ever reaches you.

Risk
Cognitive decay

Leaning on AI for everything erodes a team's own command of the material.

Designed for
Gated access

AI features require human input to run — nothing is generated on autopilot, so your team stays close to the source.

Risk
Privacy & security

Sending sensitive work to opaque models creates exposure you can't audit.

Designed for
No personal information collected

GovBite works from public legislative data and doesn't collect personal information.

Access

GovBite is in private beta.

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