Archos LabsAI as Strategy
AI as Strategy.
AI as Strategy
Hiring AI Engineers: Skip Prompt Gurus
Prompt engineering roles collapsed 80–90% from peak. The scarcity is in MLOps, data engineering, and production infrastructure — the skills that actually move…
4 min read · Published
AI as Strategy
AI Governance Compact for CIO and CFO
AI governance collapses at the budget line when spend and value live in different rooms. A signed CIO-CFO compact with staged funding, unit economics, and hard…
4 min read · Published
AI as Strategy
AI Pricing Models for Outcome Based Contracts
Token-based AI contracts shift all risk to the buyer and obscure whether anything changed in the business. Here's how to structure outcome-based pricing that…
4 min read · Published
AI as Strategy
Responsible AI Governance Without Theater and Delays
Governance principles on a website don't stop models from hurting people. Five controls wired into delivery do — without slowing teams down.
4 min read · Published
AI as Strategy
AI Agent Pilot Template for Stage Gates and Exit Criteria
A 90-day AI agent pilot without stage gates and written exit criteria is just expensive theater. Here's the template that forces a real decision.
4 min read · Published
AI as Strategy
Why Vendor Control Framework Matters
Vendors win because you let them narrate the relationship. A vendor control framework built on roadmap truth, latency, exportability, and total cost of…
4 min read · Published
AI as Strategy
Competitive Moats in AI Still Matter More Than Models
Models leak — weights drift, vendors clone APIs, ex-employees walk out with patterns. Durable AI advantage compounds through data loops, distribution edges…
4 min read · Published
AI as Strategy
AI Governance Framework for Board Directors
Most AI board papers bury risk and dodge accountability. A one-page governance framework gives directors the map they need — exposure, controls, and named…
4 min read · Published
AI as Strategy
AI Program KPIs That Actually Matter
Model accuracy and inference time don't move a CFO. AI program KPIs only matter when they trace directly to cycle time, error rate, or cash conversion.
3 min read · Published
AI as Strategy
RAG vs Fine-Tuning Cost: The True Price of Context
RAG isn't cheaper than fine-tuning — it's more comfortable. The real cost lives in retrieval drift, stale indexes, and the feedback loops nobody owns. Model…
5 min read · Published
