Capture the real workflow
Ask the people doing the work. Count exceptions, rework, invisible steps, volume and time.
AI transformation · change management · open source
Work changes.
Human value carries forward.
Nelarvo helps teams estimate realistic ROI from AI transformation by measuring what changes in a workflow — including rework, human review, escalated exceptions, and entirely new tasks.
Runs on your machine. No account, database, telemetry, or AI in the calculations.
Auto claims intake
illustrative
709.9hrs / week
→
442.4hrs / week
−38% total work
136.3 hours of the future workflow is work nobody does today.
Data handling31% → 4%
Supervision0% → 28%
Same role. A different job.
One multiplicationvolume × duration = hours
One honest boundaryunknown work stays outside the claim
No magic scoremeasured hours and factual counts
The argument, drawn
Before and after must share one scale.
If the future workflow is shorter, it looks shorter. New work enters with a dashed edge. Work nobody has assessed is hatched, not buried in the total.
Today66.1 hrs
Check receipts 16.7h
Match policy 26.7h
Decide exceptions 8.8h
Explain refusal 4h
Enter payroll 10h
After33.9 hrs
Check receipts 1.7h
Match policy 4h
Decide exceptions 8.8h
Explain refusal 4h
Enter payroll 0.8h
New review work 14.2h
A one-step sandbox
Move the assumptions. Watch the work move.
This miniature uses the same transparent arithmetic as the core engine. It is a demonstration, not a recommendation.
Human work on this step
26.7→7.3hrs / week
−73% change, including 3.3 hours of new review work.
200 × 8 ÷ 60 = 26.7 hours today
The artifact that leaves the room
A report that names its own limits.
The printable report carries the workflow, role composition, uncertainty band, capability demand, ten qualitative questions, and the facts still missing. Completing it is not approval.
The open method
Describe today completely before designing tomorrow.
Model what changes
Enter what technology takes, what remains human and what new work the change creates.
Read the consequences
See hours, roles and capabilities move. Ask the ten questions no calculation can settle.
Version 0.1.0
Measure work.
Never rank people.
Apache-licensed code. CC-licensed method and reference cases. Built in the open.