The AI Experimentby Xelec

Insurance · European Union

Claims handlers answer policy questions in seconds, with citations

Thirty years of policy wordings and guidance, across four languages.

3.2×
faster first response
100%
answers carry citations
EU-only
data residency

Context

Handlers searched a 40,000-document intranet to confirm coverage. New joiners took months to reach productivity, and answers varied by office.

Constraints

No processing outside the EU. The DPO required a documented DPIA and a full query audit trail. Answers without a source were unacceptable.

What we built

Xelec Assist in an EU region, with permission inheritance from the document system, enforced citations, refusal at low confidence, and a quarterly audit export.

Outcome

Time to a sourced coverage answer fell from minutes to seconds, onboarding shortened, and no answer shipped without a traceable source.

Illustrative engagement pattern. Client identity withheld; figures are representative, not audited.

Next step

Start with a conversation, not a contract.

Thirty minutes with an engineer who has shipped this before. If there is no fit, we will say so on the call.