Practical AI, measured
The right model.
The right cost.
Use inexpensive models for routine checks. Spend more where the results justify it. Measure both.
One everyday workflow
Turn an inquiry into a useful job brief.
Input
A customer describes the work they need.
Useful output
A job brief with the right follow-up questions.
01
Check fixed facts & rules
CodeInput validation and the required intake fields.
02
Change just this step.
03
Approve the next action
PersonThe contractor approves the site visit.
Same cases. Different model.
Inputs and settings stay the same.
The recorded comparison could not load. or open the detailed lab.
| Model for step 2 | Cases matched | API / 1,000 checks | Questions to fix |
|---|---|---|---|
| Loading recorded results… | |||
Choose a model to see its cost and evaluation together.
The bigger cost can be the correction.
At $40/hour, one minute of review costs $0.67. We track review effort alongside model cost.