From Demo to Production in Weeks

An AI agent that impresses in a demo has proven very little. The real test is whether it can work inside an insurer’s systems, controls and call flows, with real customers who don’t follow the script. This white paper lays out the receipts-driven process Liberate uses to take AI agents from demo to production in weeks: preparing before engineering begins, reusing what’s already proven in production, building against formal quality gates, and staying close to the operation after go-live.

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AI Agents: From Demo to Production in Weeks

Key takeaways / What you'll learn

Why AI results are won or lost in the last mile, not the demo
The readiness questions to answer before engineering starts
How production-proven use cases shorten implementation to weeks
How blue and green quality gates make UAT a confirmation step
What happens after go-live, when AI becomes part of your team

Insurance runs on Liberate.

Our professional services and solutions engineering team regularly build custom endpoints for legacy carrier mainframes.

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