Guides
Straight answers on AI in production.
No hype. The questions leaders actually ask before bringing in AI help — answered plainly.
What is a fractional Chief AI Architect?
A fractional Chief AI Architect is a senior AI leader you hire part-time to decide where agentic AI is worth pursuing, architect the systems, and make sure they get adopted — without the cost of a full-time hire. They bring the judgment that comes from having built this at scale; your own engineering team does the building.
Fractional vs full-time Chief AI leader: which should you hire?
A full-time Chief AI leader is a months-long executive hire at a comp level most orgs can’t justify before AI has proven where it pays off. A fractional Chief AI Architect delivers the same senior judgment part-time, can start in weeks, and de-risks the decision — making it the right first step for most enterprises that haven’t yet proven their AI return.
Why do most AI pilots never reach production?
Most enterprise AI pilots stall not because the model is wrong, but because no one owns getting it into production. MIT found that 95% of enterprise GenAI pilots delivered no measurable P&L impact in 2025. The gap is ownership, scope, and production engineering — not model quality.
Make the tools you already bought actually get used.
Start with the free read on why your rollout stalled — or take 45 minutes with me directly. Either way you’ll leave knowing the one gap to close first. No sales call, no deck.