Resources

AI Insights and News

Ideas on governance, adoption, and operating AI as a capability — not a project.

Amazon's $25 Billion Anthropic Deal Is Really A Customer Contract

Amazon committed up to $25 billion to Anthropic this week ($5 billion funded immediately, $20 billion tied to milestones). In the same deal, Anthropic committed to spend more than $100 billion on Amazon's cloud over the next 10 years. Most of the coverage is calling this an investment. I

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Claude's velocity is unparalleled

Unless you live under a rock, you know that Anthropic is on a tear and Claude is currently the darling model AND stack. Here is a list of feature announcements and releases from Jan 1 2026 through to April 22, 2026. I've never seen this kind of velocity before

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Claude Just Shipped Self-Service BI And Buried It Under A Nerdy Name

I started my sales career 20 years ago at Business Objects (which had just acquired Crystal Decisions). We sold reporting systems on top of data warehouses with massive metadata management tools and expensive dashboards that were often wrong. The dream was a system you could talk to where it could

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Do massively parallel research with Claude Cowork

Today I needed to answer a big, sprawling question for a client engagement. The kind of question where you know there are at least six distinct bodies of knowledge you need to absorb before you can make an architecture decision — and each one is deep enough to be its own

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The Generative AI Imperative

Generative AI adoption is a strategic imperative that must be driven by executive leadership—not IT—to ensure transformational impact and sustained competitive advantage.

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Own the Cognition Cloud: The Blueprint to Recode the Enterprise

To win in the AI era, stop choosing between buy or build — create a client-owned, open intelligence platform and rethink your organization to turn AI into lasting advantage.

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Data Tables inside n8n signal a phase shift

For the last decade, the low-code automation landscape (dominated by Zapier, Make, and early n8n) operated on a purely kinetic model. These platforms were designed to move data from point A to point B, but they were fundamentally forgetful. They remembered nothing of the transaction the moment it finished.

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State of the Union 2026: The Pivot to Agentic Engineering

The era of the "General Purpose Chatbot" is over and the era of the Specialized Agent Swarm is truly becoming something deployable in production. 1. The Architectural Shift: Why Your "God Agent" Struggled. For the last two years, many teams chased the concept of the "

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The Foundation for AI-Powered Growth: Why We Chose MongoDB Atlas

To deliver our LibreChat-based platform, we need a data layer that just works. This post explains why we rejected self-management due to operational and scalability risks. We chose MongoDB Atlas for its guaranteed uptime, default security, and seamless scaling. With integrated Atlas Vector Search, we accelerate RAG app development and deliver tangible growth for clients.

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The Cognition Cloud Playbook: Build a Client-Owned AI Advantage

Win the AI era with our blueprint for a client‑owned, open intelligence platform and reshaping your organization so AI delivers lasting business advantage.

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ClickHouse Acquires LibreChat

ClickHouse's acquisition of LibreChat, which will stay open-source and bring major funding and analytics power, accelerates the platform we customize for 10,000+ users and boosts its enterprise promise.

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How Claude Became #1 With Our Clients

Since we started AITP, our default models for clients have been OpenAI (starting with GPT 4.1). Recently, usage for our clients has tilted heavily towards Claude models and that is our new default.