| Service | Claim | Metric |
|---|---|---|
| 3h saved/day on email triage | 2min/email × 100 emails | |
| Quote | 9h/day/commercial on quote prep | Full composition + budget in 2s |
| Request | 187K€ CA protected | Churn detection on high-value clients |
| Furniture | 30% conversion uplift | Hot/Warm/Cold scoring at visit time |
| Self-Service | 8h/day call elimination | 100 calls/day × 5min avg |
| Sales Agent | 200 prospects scored/batch | Score + message in 2s/prospect |
| Negotiation | Audit trail per deal | Compliance + guardrails |
| Procurement | 11.5h/week + 650€ anomalies | Auto invoice control |
| Benchmark | 25K€/year on 500K€ spend | 10-dimension supplier ranking |
Without the suite, a user must know which classifier to call. With the suite: paste anything, get everything. One API call triggers all 10 classifiers. The right classifier surfaces — the user doesn't need to know the routing.
Cost model: a monolith with 10 LLM calls per request costs 10x. The suite costs 0-1x. At 1000 requests/day, that's 9000 saved LLM calls/day × $0.001/call = $9/day = $270/month saved just on inference. The real savings are in human time: one unified interface instead of 10 separate tools.