Measured
Named workflow, clear owner, approved inputs, and a real before/after readout.
ROI and proof
Proof that reads like operating logic, not marketing compression.
Merjora should look more credible than generic AI firms because it explains what the gains depend on, what is illustrative, and how the readout gets interpreted.
Throughput20–40%
Illustrative range for strong-fit workflows with clear operator action and visible lag today.
Capacity10–20h
Illustrative weekly time returned when triage or coordination drag is already heavy.
Payback<90 days
Typical target for a bounded workflow with real commercial relevance.
DecisionGo / no-go
The readout is designed to earn scale or stop the scope early.
How to read the numbers
Tie every claim to the workflow conditions behind it.
Enterprise buyers should know whether they are looking at measured outcomes, illustrative bands, or a simple payback model.
Illustrative
Range used to frame likely value before the Sprint, based on workflow pattern and drag type.
Commercial
Simple payback logic used to decide whether a workflow deserves the working session.