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The Total Cost of AI: A Framework for Pricing an AI Initiative End to End
An eight-line total cost of ownership framework for enterprise AI, with a worked example, realistic cost shares, and a build-buy-wait decision table.
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The AI Vendor Evaluation Framework: How to Score AI Products Before You Buy
A six-dimension scoring framework for evaluating AI vendors, with weights, pass/fail gate questions, and a matrix a buyer can apply in a live meeting.
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The AI Agent Readiness Framework: A Maturity Model for Enterprise Deployment
A five-level maturity model for enterprise AI agent readiness, with deterministic entry gates and a self-assessment matrix executives can score in minutes.
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How to Evaluate LLM Outputs: Building an Evaluation Harness That Catches Real Failures
Most teams ship LLM features with no real evals, then find failures in production. A practical framework for an evaluation harness that scales.
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Small Language Models in the Enterprise: When Smaller Beats Bigger
Frontier models do not win every task. A 2026 framework for when small and mid-sized models beat them on cost, latency, privacy, and accuracy.
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AI Agents in the Enterprise: What Actually Works in 2026 (and What Is Still Demoware)
Most enterprise AI agents stall in pilot. A framework for the narrow, tool-constrained, well-evaluated patterns that ship, and the demoware that does not.
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Why Most Enterprise Knowledge Graphs Fail (And What Top AI Teams Do Differently)
Why most enterprise knowledge graph projects stall at six months: schema, ingestion, and consumer mismatch. The pattern top AI teams actually follow.
What We Cover
Deep analysis across the systems, strategies, and economics that shape modern technology.
AI & Intelligent Systems
LLMs, AI strategy, and intelligent automation
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Cloud platforms, APIs, and system design
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Payment rails, settlement, and regulated infrastructure
Strategy & Economics
Build vs buy, cost curves, and competitive dynamics
Risk & Regulation
Compliance, governance, and regulatory strategy
Product & Decision Frameworks
Frameworks for product decisions and roadmaps
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