Agentic transformation analysis
See where AI agents can do the routine work in any company.
Type a company name. Six AI agents map their org, score every department's agentic opportunity, and produce a board-ready report — typically five to ten minutes end to end.
Insight is in private beta. Signups are closed while we work through the first cohort. See a sample report →
How it works
Six agents. One report.
Each agent owns a piece of the analysis. The pipeline runs sequentially, with you validating the org chart in the middle.
Step 1
Scout
Searches public sources — website, LinkedIn, Glassdoor, news, jobs — and inspects the company's own site (builder, booking, payments) so the stack is observed, not invented.
Step 2
Lens
Reads the dossier and writes a Clarity Mirror. Names contradictions instead of silently merging them. Missing contrary evidence is not confirmation.
Step 3
Atlas
Constructs the org chart from job postings, leadership signals, and headcount estimates. Maps every department with cost ranges by role.
Step 4
Meridian
Walks each department and scores its agentic opportunity — repeatability, data availability, decision complexity, human-interaction need.
Step 5
Axiom
Builds the financial case: investment estimates, ROI scenarios, payback periods, and a three-year projection — conservative, moderate, aggressive.
Step 6
Compose
Stitches the upstream agents into a board-ready report with a so-what, an Employse read, and a contradiction register so conflicts stay visible.
What you get
A polished report you can actually take to a board.
- Probabilistic org chart with headcount and cost per department.
- Agentic-opportunity score for every department, with workflow-by-workflow rationale.
- Three financial scenarios (conservative, moderate, aggressive) with payback periods and three-year savings.
- A shareable URL and PDF export, plus a chat sidebar that answers follow-ups grounded in your report data.
Sample dept · Engineering
Score 78Headcount
105
FTE offset
~5
Saving (mod.)
$230k
Top opportunity
Bug Triage Agent — automatically prioritises and routes incoming bugs (TRIAGE).
Pick a company. See the report.
Signups are closed while we work through the first cohort. Tell us the company you want reviewed and we will be in touch.