A grounded AI assistant for clinical staff
A healthcare provider's staff spent hours searching policy and clinical documents. We built a grounded AI assistant with strict guardrails that cut search time and earned clinician trust.
The challenge
Clinicians and admin staff were losing time hunting through thousands of policy and reference documents, and accuracy was non-negotiable.
An off-the-shelf chatbot was a non-starter: it hallucinated and offered no data governance.
Our approach
We built a retrieval pipeline grounded strictly in approved documents, with citations on every answer and guardrails that decline rather than guess.
An evaluation harness measured answer quality against a clinician-reviewed test set before anything reached staff.
The solution
A private, grounded assistant that answers from approved sources with citations, deployed inside the network's secure environment.
Continuous evaluation, monitoring, and a feedback loop keep quality high as documents change.
- Private deployment, no training on patient data
- Citations and guardrails for clinical trust
- Evaluation harness gating every release
They understood that in healthcare, a confident wrong answer is worse than no answer. The guardrails and citations are why our clinicians actually trust it.
Ready for results like these?
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