Virtual Market Insight | AI Payback OS

Measure the economics of replacing, augmenting, or hybridizing work.

Compare a baseline workflow with a new executor mix. The calculator runs entirely in your browser; entered values are not submitted or stored.

Scenario model | ESTIMATED until verified

Monthly work units Baseline minutes / unit Labor cost / hour Other baseline cost / unit New work minutes / unit Human review minutes / unit Executor cost / unit Monthly fixed cost Implementation cost Expected monthly value gain Realization rate %

This is a decision model, not proof of ROI. Move results to Verified only after measured evidence exists.

Read the HDP business guide | Open the ESF system assessment