AI Implementation
AI Agent Architectures: Patterns and Trade-offs
A practical map of AI agent architecture patterns — workflows, autonomous agents, multi-agent frameworks, memory, and error handling — and the trade-offs behind each…
AI Implementation
AI Implementation
AI Agent Observability: Tracing and standards
AI agent observability explained: OpenTelemetry GenAI tracing, MCP instrumentation, platform choices, and the eval gates that catch quality regressions before they ship.
AI Implementation
From legacy systems to production AI
How Cheesecake Labs is evolving into an AI services and engineering company for the full path to production.
AI Implementation
Why an AI Governance Framework Makes Regulated Firms Faster, Not Slower
An AI governance framework is what lets regulated firms adopt AI quickly and defensibly. What a minimum viable version includes, how to tier use…
Data & Analytics
Agentic Analytics in Production: What Snowflake CoWork Replaces, and What It Doesn’t
How agentic analytics is quietly replacing the dashboard request queue, and what we've learned shipping it in production.
Data & Analytics
How Does a Semantic Layer Unlock Your Data for Agentic AI
Teams connect an AI to their warehouse expecting instant answers and get confident SQL that counts the wrong things. The model is rarely the…
AI Implementation
What 13 Years of Building in Regulated Industries Taught Us About AI That Most Firms Get Wrong
The AI failure mode we see most often has nothing to do with the model. It has everything to do with what sits underneath…
AI Implementation
The 100-Day Diagnostic: What PE Firms Get Wrong Before the AI Strategy Starts
The most valuable moment in a PE-backed company’s technology journey is the 100 days after acquisition. Most companies spend it writing strategy decks. The…
AI Implementation
Private Equity is Committed to AI: Here’s Why Most Portfolio Companies Aren’t Ready to Collect
Somewhere in a boardroom right now, a private equity Operating Partner is presenting a slide deck with the words “AI-Driven Value Creation” on the…