Thoughts

Recent Thought Leadership

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?
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Why AI Pilots Fail to Scale
Successful AI integration requires redesigning work processes to for usability, trust, and measurable business outcomes.
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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.
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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.
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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
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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
Java at 30: modern features, happier developers, and how AI fits into today’s Java workflows.
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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.
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Kubernetes and OpenShift
Battle-tested patterns for running Kubernetes across clouds with clear observability, sane costs, and GitOps control.
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