Inspect the evidence. Check the economics.

Try synthetic examples, calculate a cost baseline, or review a local GPU result. Inputs stay in your browser; no model execution or system changes are triggered.

Start with a deliverable

Revenue workflows

Prepare a report you can review, demonstrate and use in a scoped client engagement.

Prepare the measured cost baseline for a $750 founding diagnostic. The full engagement also needs quality testing and a findings walkthrough.

Open CSV file

CSV with headers: provider, cost_usd, tokens

These workflows use calculation and matching rules in your browser. Inputs are not uploaded or saved. Download the report before leaving.

$750 diagnostic delivery packet

One workflow, one reporting period, up to 100 usage rows and 10–50 human-scored quality cases. Target delivery: five business days after complete inputs and scope acceptance. Includes a findings walkthrough and one factual correction round.

Use the usage CSV above. Add evidence from a real review below; a model cannot approve its own findings. Inputs stay in this browser and clear when you leave.

Customer aliasWorkflow in scopeReporting periodHuman reviewerLimitations and unresolved questionsHuman-scored cases: case_id,result,critical_failure,review_minutes,evidence

Local GPU + cloud review workspace

Document workbench

Extract invoice fields and find relevant passages. Review the evidence and price the delivery work.

Run approved text on your computer. On the hosted site, open a local result for review; imported content stays in browser memory. Export before leaving. Search scores rank similarity, not correctness.

Open local result

Quote and delivery economics

Editable planning assumptions, not measured profit. Include review, rework, sales time, cloud fees, equipment allocation and other costs. GPU electricity is only one small part of delivery cost.

Service price ($)Total owner time (minutes)Owner time value ($/hour)Whole-computer power assumption (watts)Electricity ($/kWh)Cloud costs allocated to delivery ($)Equipment, fees and other costs ($)

Estimated delivery cost: $275.00 · Contribution after valued owner time: $475.00 · Margin: 63.3%

GPU-run electricity estimate: $0.00000 — load a result to include run duration. Hosting subscriptions and standby energy must be allocated separately. No cloud-versus-local savings claim is made without equivalent quality and workload evidence.