Map customer pressure, competitor movement, internal constraints, and the first wedge worth testing.
AI strategy review
Turn AI pressure into a usable plan.
A practical review for founders and technical leaders who need to decide where AI belongs, what to build, which providers to govern, and what to ignore.
Choose where model APIs, tools, approvals, budgets, and credentials belong before a team starts wiring vendors together.
Leave with a practical order of operations for experiments, delivery, review, and the build-buy-defer calls.
What you leave with
A decision packet, not a generic discovery call.
The review should make the next business decision easier. These are the artifacts Jalil is trying to create from the call context.
Opportunity map
Rank the AI, automation, edge, and product opportunities against customer value, data reality, and team capacity.
Risk list
Name the architecture, provider, privacy, workflow, and adoption risks before the team starts wiring systems together.
Architecture direction
Decide what belongs in UI, workers, storage, tools, queues, human review, and open-source packages.
Next three actions
Leave with a small sequence the team can actually run: build, buy, defer, or validate before spending more time.
Review goods
Strategy should leave artifacts, not vibes.
The review is packaged around concrete outputs: a product review packet, a provider-control map, and a market sequence a small team can actually use.
Strategy products
3 strategy offers
Treat these as ways to describe the decision pressure. The call is where we decide the best AI, build, buy, or defer strategy.
Free review
Free 2-Hour AI Strategy Review
A free working session for teams under 50 employees to map AI opportunities, risks, and the first practical next step.
strategy.yaml - Use cases, risks, next step.
Provider workflow
Stripe Projects Utility Belt
Plan how AI agents should request services, credentials, budgets, approvals, and human review across provider workflows.
catalog.json - Providers with approvals.
Market roadmap
Edge Market Map Scarf
Clarify what to build, automate, buy, defer, or open source based on the business goal and market pressure.
map.md - A practical sequence.
Checkout
Bring the current decision, not a polished brief.
The most useful checkout context is the business goal, team size, existing stack, timeline, and the decision you need to make after the review.