
Evals in Production
Drawing on agentic AI deployments across financial services, life sciences, investment management, and technology sectors.
Maximizing Efficiency and Reducing Costs through ATM Route Optimization
With the growing use of automated teller machines (ATMs), banks and financial institutions are facing increasing challenges in managing their cash logistics while ensuring uninterrupted ATM services.
One of the key challenges is to identify the optimal route for CIT (cash-in-transit) vehicles to efficiently and effectively replenish ATMs with cash while minimizing travel and inventory related costs.

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 […]