
Evals in Production
Drawing on agentic AI deployments across financial services, life sciences, investment management, and technology sectors.
The Fed’s 2020 Small Business Credit Survey (SBCS) notes that small businesses were 12 percentage points more likely to receive financing through a fintech or online lender in 2018 than in 2016, with a nearly equal decline in the likelihood of borrowing from a community or mid-size bank.
The Fed’s November 2020 Economic letter highlights the role of community banks in lending to SMBs, and especially to those small businesses that were hit hard by restrictions that limited their ability to pay operating costs during the COVID-19 crisis.

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 […]