Product Release
Which customers can move to the new index safely?
A retrieval change can look good overall and still behave differently by language, corpus, customer dataset, or policy. Synvolv resolves the eligible customer set first.
- Customer scope12 accounts on 3 knowledge sets12 accounts on 3 knowledge sets
- Groundedness · English · German · French≥ each set’s floor0.93 · 0.91 · 0.90
- Latencyp95 within each account’s floor1 account over · 1.4 s against 1.2 s
- Rollback behaviorper customer1 rolled back · 11 continued
Use the result the next time.
Did reality match the plan? Each line of the plan is checked against what actually happened, and the result is used the next time.
Questions Synvolv should answer
- Which customer knowledge sets regress with the new retrieval configuration?
- Is this source allowed for every account that would use it?
- Which customers can move to the new index safely?
- What actually happened?
- Did reality match the plan?
The rest of the loop
The same customer context that scopes the merge in customer impact — The verdict on every pull request sets the release, enforces the runtime — Customer-level limits, before execution limits at request time, answers the questions in Ask Synvolv — Answers with the evidence behind them, prices each account in economics — What each customer costs to serve, and rides every call through the Gateway — In the request path, where it’s worth it.
One customer operating context. Six moments where it gets used.
Find out who it changes before your customers do.
Start with the change your team is already debating.
Bring any of theseA model migration.A prompt edit.A retrieval change.A new tool.A workflow update.A routing change.A customer-policy change.An AI-related pull request.
You do not have to trust Synvolv with production to see whether the answer is useful. Start in shadow. Add control when you are ready.
