What happened?
Connect a defined task to operational records, inspection results and camera observations where appropriate.
Verified Work™. A clearer view of what comes next.
Physical work.
Verifiable progress.
Connect work on the floor to the evidence behind it.
Then study what that evidence says about delivery and cost.
Research in development. No live credit decisions or fund releases.
TOEKYN Work evidenceQAIEO Delay & cost evaluationYEKI Shadow financing
01 / The work, with its context
A unit of work.
Not just activity.
Verified Work™ records defined work outcomes, linking each to its task, native unit, quantity, completion criteria and evidence.
A camera observation, an inspection and customer acceptance answer different questions. Keeping those distinctions visible creates a more useful execution history.
ObservedReviewedVerifiedCustomer-acceptedPaid
These are distinct claims, not automatic steps. Rework is not duplicate earned output.
02 / Follow the evidence
From a work record
to a research forecast.
What can be used?
Preserve source lineage, current permissions and the information available at each historical cutoff. Missing is never zero.
What might come next?
Compare milestone-delay and remaining-cost forecasts as more evidence becomes available. Measure the result against independent outcomes.
Interactive synthetic replay
One milestone. Three evidence snapshots.
Move from 30 to 14 to 7 days before the original deadline. Compare records, operations and Verified Work™ evidence.
03 / Connected, with distinct roles
Evidence. Research.
Financing in context.
Generates verified-work data from physical operations, linking Verified Work™ outcomes to source evidence, review, corrections and permissioned exports.
Owns simulation, reinforcement learning, evaluations and machine learning, combining verified-work data with simulation data to build research datasets and models.
Brings verified-work data, Qaieo research and external API data together for underwriting and purchase-order and milestone financing workflows.
Planned API sources: SAM.gov Opportunities, SAM.gov Contract Awards, USAspending and SAM.gov Entity Management. The integrated data path is in development; current demonstrations are synthetic and financing stays in shadow mode.
Build from a real workflow
Define the work.
Then define the evidence.
We’re developing the approach for manufacturing and facility work, including pick, pack and dispatch. Initial conversations start with the task, outcome and permissions.
Discuss a workflow ↗Current evaluation is synthetic. Real capture, empirical validation and financial use require separate review.