Vendor match

Score the shortlist against your integration tolerance

Pick how much integration effort your team is willing to absorb, narrow by category, complexity, and price, and watch the 15-vendor catalog re-rank itself against your answers. Commodity quick-wins stay in the list — they just float below the platforms that fit your stated tolerance.

Score the shortlist

Tell us how much integration effort you are willing to absorb

Pick a workflow criticality, then narrow the list by category, complexity, and price. Tools whose complexity matches your criticality float to the top; commodity quick-wins still appear, ranked lower.

Workflow criticality

High-effort integrationWilling to invest in a platform-grade rollout for a stronger long-term fit.BalancedSome configuration is fine, but ramp-up should stay inside one quarter.Quick winPlug-and-play beats depth — get a working tool in front of the team this week.

Pair the match with the rest of the playbook

The match surface reads the same vendor catalog the audit and the deployment playbook use, so a top-ranked tool here is the same tool we’d put in your proposal.

Re-run the assessment Read the AI Deployment Playbook