White Papers
Evals in Production
Drawing on agentic AI deployments across financial services, life sciences, investment management, and technology sectors.
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As organizations accelerate their AI adoption, many find it challenging to maintain momentum once the initial wave of enthusiasm fades. The whitepaper by Wendy Vestevich, Program Lead for Experience & Adoption (Gen AI) at Altimetrik, shares practical lessons from real-world AI Champions Networks—teams that transform experimentation into lasting enterprise value. By focusing on community-driven adoption and leadership engagement, these networks create a sustainable foundation for scaling AI across functions.
The paper explores how organizations can overcome common roadblocks such as leadership disengagement, governance bottlenecks, and unclear communication channels. It offers actionable strategies and frameworks for building empowered champion networks that accelerate innovation, improve cross-team collaboration, and strengthen governance. The result is not just sustained AI adoption—but a culture that continuously learns, adapts, and delivers measurable outcomes.
Drawing on agentic AI deployments across financial services, life sciences, investment management, and technology sectors.
Building a Trusted, Conversational Data Layer for Financial Services Financial services companies rely on data to operate. Things like credit ratings are based on data and market intelligence is built using data. The systems that support these things need to be easy to see, secure and well managed. But the information needed to manage all […]
AI Practitioner’s Guide to Building Production-Ready LLM Applicationss Most enterprise LLM projects stall between pilot and production. The difference is rarely the model, it is the architecture. This guide synthesizes what we have learned across 35+ enterprise implementations, organized into seven application patterns we have repeatedly delivered. The focus is on the decisions that determined […]
