Example mock-up: the data-flow console of Orvenn, a fictional industrial data platform vendor. Dark-themed screen, icon rail and terminal. The graph of the atelier-nord pipeline links ingestion (42 streams, 4.1k points per second), validation (schema v14), transformation (38 models), the warehouse (74,000 rows) and the API (310 requests per second, 84 ms p95), with a quarantine branch taking 4,960 rejected points, or 0.4% of the volume. Below the graph: throughput and lag for the five stages for an end-to-end freshness of 12 seconds, ingestion throughput over the last six windows, the timestamped log of run #4821 (05:00 to 05:05, 2 min 41 s, 1.24M points, one presse-3 stream outage recovered in three seconds) and the last four runs.
05:02:34okingestpresse-3 reconnected · no point lost
05:02:39okwarehousepartition of 30 Aug written · 74,012 rows
05:02:43infoapicache invalidated · p95 84 ms at 310 req/s
Recent runs4 windows
Run
Window
Duration
Points
Status
#4821
05:00
02:41
1.24M
Running
#4820
04:55
02:38
1.21M
Completed
#4819
04:50
03:12
1.19M
1 retry
#4818
04:45
02:35
1.23M
Completed
AgentThe presse-3 stream dropped at 05:02:31: ingestion recovered on its own three seconds later, the 4,960 unit-less points were isolated in quarantine with balance-07 named as the cause, and the 05:00 window is finishing with nothing lost.
End-to-end freshness12 sActive streams42 of 42Quarantine4,960 pointsAPI p9584 msNext window05:05End-to-end freshness12 sActive streams42 of 42Quarantine4,960 pointsAPI p9584 msNext window05:05
WHAT YOU GET
Three benefits, decided with your teams.
1
Commitments kept, with the numbers to prove it
P1, P2, P3: every level has its target, its 30-day compliance rate and its history — the contract review writes itself.
2
Time spent attached to the right project
Tickets, assignments and milestones share one database: usage-based invoicing is built on real hours, not on memory.
3
Team load visible in advance
The AI agent flags the week a team tips into overload, before the milestone slips.
We do not turn up with a ready-made template. An architect first comes to watch how you actually work, picks up your vocabulary and maps your real process: the screens above are a starting point, not an answer.
