Catalog
14 websites. One catalog.
30,048SKUs in the draft
Consolidate · Extract · Verify
Parts used
Model packsBoardsToolsControllerA draft. The review is early and paused. Client names withheld.
AI with outcomes
You have a task. You get a quote. You pay for the completed task.
TASK
Index and organize our product catalog
Consolidate · Extract
QUOTE
One price, up front
Accept, and the work starts
DONE
Task complete
You pay for the completed task
Illustrative.
The problem
You don't know the cost until it's done.
No other good or service works like that.
Gasolineper gallon
Miles you can drive
GPU hoursper hour
Time to train
Data transferper bit per second
Time to finish
A contractorper job, quoted
Job done by a date
Tokensper token
???
Illustrative. Each meter is a usage-based resource and what it lets you predict.
The answer
What if AI worked like every other service?
- 1You have a task.
- 2You get a quote.
- 3You pay for the completed task.
How it works
Four parts make the quote possible.
Model packs
The right models for the job.
Read more →Boards
Agents share the work, so nothing is done twice.
Read more →Tools + ontology
The job is a graph, so it can be planned and priced.
Read more →Controller
Failing runs are killed early, so the price holds.
Read more →THE RESULTOne price, up front
What you can bring
AI work comes in six shapes.
A real job usually chains a few.
Consolidate
Many sources in, one clean table out.
Generate
One plan in, many grounded drafts out.
Extract
Messy documents in, structured records out.
Match
Two lists in, lined up with a confidence level.
Verify
A draft in, a checked draft out.
Sense
The physical world in, a model you can work on out.
Sample jobs
Sample jobs.
Blog
75 posts. Four brands.
75posts drafted
Generate
Parts used
Model packsBoardsToolsControllerDrafts, not published. No traffic data yet. Brand names withheld.
Robotics
A CNC machine driven by agents.
Sense
Parts used
Model packsBoardsToolsControllerA touch probe builds a point cloud and a swarm splits it. Concept illustration, not scan data.
Have a task? Get a quote.
Early access available now.