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Author

Craig Davis

Managing Partner and Founder, Catalyze Labs | Co-Founder, CovenantFlow

Managing Partner and Founder of Catalyze Labs, and a co-founder of CovenantFlow. The writing here is about what it takes to put AI into an operation and keep it there — deployment inside live clinical and enterprise environments, the resistance such programmes meet from the people expected to use them, and the structures that carry a system past its first success.

5 articles2024–2025

Subjects covered

Published by Craig Davis.

Financial Services

5 min read

Introducing CovenantFlow — Unlocking Operational Excellence in Banking

Covenant management is treated as a cost centre, yet credit teams spend 30–40% of their time on it. CovenantFlow turns that workflow into continuous, real-time monitoring — and a strategic asset.

Craig Davis

Healthcare

5 min read

Strategic AI Deployment in Urgent Care: Optimizing Clinical and Operational Outcomes

A four-pillar framework — assessment, integration, governance and scalability — for urgent care networks deploying AI as an ecosystem, not point solutions.

Craig Davis

Enterprise AI

5 min read

Transforming Resistance into Readiness: A Comprehensive Guide to Overcoming Employee Apprehensions in Enterprise AI Deployment

Resistance to enterprise AI is rarely about the technology. The fears behind it — displacement, ethics, skill obsolescence, distrust — and how to address them.

Craig Davis

Agentic Workflows

7 min read

The Evolution and Impact of AI Agents in Enterprise Environments

The foundations, implementation challenges and trajectory of enterprise AI agents, and what separates them from rule-based automation and chatbots.

Craig Davis

Operational AI

4 min read

Catalyzing Strategic AI Transformation: Building a Values-Driven Center of Excellence

AI as a catalyst for aligning purpose with growth, and the Strategic Harmony framework for moving AI centres of excellence beyond isolated milestones.

Craig Davis

All insights

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