About Symentrio
Symentrio is being built to track AI coding-agent usage and costs, then link each developer’s spend to commits, merges into main and production deployments. Give engineering leaders a clearer view of the work behind the bill.
Current availability
Pre-launch. Work attribution and deployment integrations are planned. Supported sources and pilot scope are confirmed during technical validation. The public demo uses synthetic data.
These are Symentrio’s product notes. Named author biographies, independent expert reviews and customer endorsements have not been published.
| Capability | Status | Scope and evidence |
|---|---|---|
| An inspectable synthetic product demonstration | verified available | Public demo; no customer outcomes or production availability implied |
| A strict version 1 usage metadata contract | verified available | Repository contract and fixture, not certification of a deployed collector |
| Claude Code and Codex usage collection | unknown | Parser and contract code exist; end-to-end source, OS and plan validation is required for each engagement |
| Provider bill reconciliation and finance review | planned | Planned billing workflow; illustrated with synthetic amounts |
| Usage-to-commit, merge and deployment associations | planned | Planned work attribution, with merges into main and observed production deployments reported separately |
| Production retention, deletion and security assurances | unknown | Confirm written terms and deployment evidence before collecting customer telemetry |
| Symentrio provides spend-to-delivery visibility. Delivery associations inform a human discussion of value; they do not establish ROI. Model evaluations, benchmarks, model recommendations and developer productivity scores are outside the product scope. | unsupported | Product fit boundary |
Who is it for?
Engineering leaders managing developers across multiple AI coding tools who want to connect expenditure to work reaching main and production. Finance helps establish what was actually paid.
Symentrio provides spend-to-delivery visibility. Delivery associations inform a human discussion of value; they do not establish ROI. Model evaluations, benchmarks, model recommendations and developer productivity scores are outside the product scope.
The intended report shows each developer’s usage and cost alongside associated work. Merged, deployed, in-progress and unattributed work remain distinct so the team can discuss the value in context.
How the pilot is scoped
A self-serve free plan for teams of up to five developers is in development. Paid plans for larger teams have not been priced; larger teams can discuss scope with us directly.
Use the report to discuss what work the expenditure supports and whether to maintain, increase or adjust its budget. The team makes that judgment; Symentrio does not calculate ROI or guarantee savings.
Review the pilot and enquiry availability