Research-backed assessment2026 edition

Find the four AI agents your business should deploy first.

Answer 10 practical questions. Get a prioritized agent portfolio, a conservative value model, and a clear place to start—in about three minutes.

See the methodology
10 questionsTop 4 agentsHours + value estimate
PORTFOLIO PREVIEWMODELLED LIVE
02
Content EngineGROWTH · HIGH MATCH
+8.8
03
Meeting-to-ActionOPS · STRONG MATCH
+8.2
04
Proposal BuilderREVENUE · STRONG MATCH
+7.9
Potential recovered capacity420–610 hrs / year
40–60 minsaved per active dayOPENAI ENTERPRISE REPORT14–15%support productivity gainSTANFORD AI INDEX25%less time spent on emailMICROSOFT RESEARCH50%more marketing outputSTANFORD AI INDEX
01 / ASSESSMENT

A short diagnostic. A specific answer.

The model ranks 20 deployable agents against your constraint, economics, workload, and readiness—then limits the result to a focused four-agent portfolio.

02 / METHOD

Built for leverage, not novelty.

01

Frequency

Does the workflow happen often enough for small gains to compound?

02

Economic proximity

Does it influence revenue, cash, service capacity, or a costly constraint?

03

Agent fit

Can the work be observed, measured, governed, and handed off safely?

04

Time-to-value

Can a bounded first version prove value without a transformation program?

The governing principle

Automate the structured path. Keep humans at consequential decisions, exceptions, approvals, and claims that require expert judgment.

03 / RESEARCH BASE

Grounded in observed work, not demo theater.