
Evals in Production
Drawing on agentic AI deployments across financial services, life sciences, investment management, and technology sectors.
Culture hacking is a process that involves the intentional modification of a collection of behaviors and interactions between people and organizations. It is the sum of shared thoughts and beliefs within a group, aimed at enhancing overall performance and well-being. Hacking, in this context, means obtaining an intimate understanding of a system for an explicit purpose, allowing for small, strategic changes that can lead to significant improvements in organizational culture.
Culture hacking is the gradual process of bringing numerous small, positive changes in an organization that can be used to increase productivity along with employee satisfaction.

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 […]