Stack audit flow
Audit and build a practical AI stack
Use a short audit to turn your workflow and constraints into a practical, rule-based recommendation.
Six required answers
Start with the decision you need to make.
Workflow, role, team size, budget, privacy, and usage come first. Optional current-stack details stay out of the way until the core recommendation is ready.
No account, live chat, or hidden personalization.
How the audit works
Choose the work
Pick the job and role context before any optional details.
Shape the fit
Set the constraints that change rollout posture and caveats.
Review the stack
See what to keep, replace, add, and avoid.