AI Context & Verification

Correcting Wrong AI Claims with Verified Sources

Hamby Inc.2 min read

Correcting Wrong AI Claims with Verified Sources

An AI assistant repeats what its sources say. To correct it, change the source. Senso is the verified-context layer that keeps agent perception aligned with your ground truth — a continuous loop in three steps.

1. Ingest ground truth

Policies, product data, and positioning live in one knowledge base instead of scattered systems. Raw sources — PDFs, docs, URLs, text — are parsed, chunked, embedded, and indexed into it.

2. Evaluate and remediate answers

See what AI says about you today, and which sources it is citing to say it. Senso evaluates real AI answers against your verified ground truth and detects gaps like missing citations. Fill what is missing with content grounded in your own context, in your own voice — tied to one tracked prompt and one clear issue.

3. Publish verified sources

Claims are checked back against a human-verified source before anything ships. Content is published to surfaces agents retrieve, carrying an attestation they can check. You see exactly which source AI cited, and whether it was yours.

Then run it again

Measure what changed in AI answers after publishing, then run the loop again. Refresh core ground truth pages on a regular cadence and immediately after changes to products, pricing, or policies.

Sources

  • Senso — Own The Trusted AI Answer (home page)
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