AI agent · Financial services

A conversational experience designed to guide, resolve, and escalate.

Potencia Labs is working on Clara, a conversational capability that supports questions, connects tools, and maintains operational continuity with explicit controls.

The challenge

Turn a digital conversation into a useful, consistent experience without losing context or creating opaque automation.

How we approached it

  • Conversation design centered on the user’s real intent.
  • Tool and memory orchestration with defined boundaries.
  • Human escalation and oversight designed into the system.
  • Isolated environments and controlled tests before touching real traffic.

Operational outcome

An operational foundation for evolving AI-enabled service gradually, traceably, and responsibly.

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KallpiaAI assistant · Potencia Labs
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