15 Sep, 2026 · 3 min readYour AI search problem may be sitting in the security team
When we audited ten well-known consumer brands, none scored above 39 out of 70 for AI readability. The largest single cause was a firewall rule.
Read More 11 Aug, 2026 · 3 min readBefore your next AI agent, build an ontology
Agents are only as good as their understanding of your business. An ontology and a knowledge graph give them one, and give your people one too.
Read More 14 Jul, 2026 · 3 min readSeven steps to keep AI vendors from owning your roadmap
Lock-in rarely comes from one bad contract. It builds up in prompts, data formats, tools and habits until switching is no longer realistic.
Read More 9 Jun, 2026 · 3 min readStrategy that cannot see its own results is guesswork
Strategy-led execution sets the direction. Execution-led strategy corrects it. Telemetry is what connects the two.
Read More 5 May, 2026 · 3 min readThe AI value gap is an adoption gap
Companies count pilots, licenses and launches. Value appears only when people change how they work, and few organizations measure that.
Read More 7 Apr, 2026 · 3 min readModel routing is the new procurement
Enterprises negotiate model contracts once a year. The real buying decision happens millions of times a day, one request at a time.
Read More 10 Mar, 2026 · 3 min readSmall models are the missing middle of enterprise AI
Most enterprise AI work is extraction, classification and routing. Sending all of it to the largest model wastes money and moves sensitive data further than it needs to go.
Read More 11 Feb, 2026 · 3 min readPrice the answer, not the token
AI budgets are managed by the invoice. The economics that matter are measured per useful result, and most organizations cannot see them.
Read More 14 Jan, 2026 · 3 min readYour AI model is a tenant, not a foundation
Most enterprises wire one model into every layer of their AI systems. The next price cut or capability jump will make that choice expensive.
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