Thoughts

Recent Thought Leadership

AI Closing the AuthZ Gap in MCP: Policy-Driven Tool Invocation Control
Model Context Protocol (MCP) tools give AI agents direct access to production databases, internal APIs, and third-party platforms. But most teams deploying MCP today have no answer to a simple question: who authorized that tool call?
Read Blog

AI Why AI Pilots Fail to Scale
Successful AI integration requires redesigning work processes to for usability, trust, and measurable business outcomes.
Read Blog

AI Data Debt Is the Real Reason Your AI Predictions Don’t Improve
Data debt is quietly ruining your AI initiatives. Get a deep dive into how it happens, why it happens, and the strategies teams use to resolve it.
Read Blog

Upcoming Webinars

Join us wherever you are in the world as we share some knowledge – hosted by our Improvers.

Jun 17, 2026, 1:00 PM EDT Build Your Own Software Factory: Customized AI-Assisted Development
AI tools speed development, but lack precision. Build a custom software factory to ensure quality, consistency, and fit.
Register

Jul 22, 2026, 1:00 PM EDT Smarter AI Spending: Controlling Token Costs Without Sacrificing Performance
A practical guide to multi-model AI architecture for enterprise teams
Register

Previous Webinars

Did you miss your calendar notification? Don't worry we got you covered, watch the recordings here on-demand.

Evolving Java: What’s New—and Why It Matters - Improving Talks Series
Watch on YouTube
May 27, 2026, 1:00 PM EDT Evolving Java: What’s New—and Why It Matters
Java at 30: modern features, happier developers, and how AI fits into today’s Java workflows.
Watch

Wielding AI-Ready TypeScript: The present and future of typed development in the age of AI
Watch on YouTube
May 20, 2026, 1:00 PM EDT Wielding AI-Ready TypeScript: The present and future of typed development in the age of AI
From JavaScript helper to trust layer: why TypeScript matters more than ever in an AI-driven future.
Watch

Kubernetes and OpenShift - Improving Talks Series
Watch on YouTube
Apr 29, 2026, 1:00 PM EDT Kubernetes and OpenShift
Battle-tested patterns for running Kubernetes across clouds with clear observability, sane costs, and GitOps control.
Watch