Impetora

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Impetora is an enterprise AI consultancy that helps mid-market and large companies move beyond AI pilots and into governed, measurable production deployments. We use a structured TRACE methodology: Trace the use case to a real business KPI, Reduce risk with policy and human-in-the-loop design, Architect with the right model and pattern, Calibrate for cost and latency, and Evaluate continuously after launch. Most companies have spent the last two years on AI proofs of concept that never shipped or shipped and produced no ROI. Impetora exists to fix that. We work with executive sponsors and technical teams together, leaving every engagement with a working production system, documentation, evaluation harness, and a transition plan. Industries served include financial services, insurance, healthcare, and B2B SaaS.