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Customer onboarding plan
Customer successGenerate a 30/60/90-day onboarding plan for a new compliance customer — milestones to audit-ready, owners, and a success metric per phase.
The routing recipe
Job typeComplex reasoningPolicyBalanced
routes to
NVIDIA Nemotron 3 Ultra 550B-A55B nvidia
nvidia:nvidia/nemotron-3-ultra-550b-a55b
90.8
match score
96.5
task fit
100
cost
59.5
speed
Why this model from benchmarks & capabilities
- "Complex reasoning" leans hardest on reasoning; NVIDIA Nemotron 3 Ultra 550B-A55B scores 100/100 there — top-1 of 40 chat models.
- Strength on this class of work shows up on GPQA Diamond, MMLU-Pro, BIG-Bench Hard, where NVIDIA models are competitive.
- Cost: runs on NVIDIA free credits / self-hostable NIM — effectively $0 marginal. Speed: ~70 tok/s (estimated).
- Chosen over NVIDIA Nemotron 3 Super 120B-A12B for higher task-fit (96.5 vs 90.7) & more context.
| Capability the job needs | Weight | NVIDIA Nemotron 3 Ultra 550B-A55B | Catalog rank |
|---|---|---|---|
| reasoning | 1.00 | #1 of 40 | |
| math | 0.60 | #3 of 40 | |
| knowledge | 0.50 | #4 of 40 |
Relevant benchmarksGPQA Diamond MMLU-Pro BIG-Bench Hard LiveBench (reasoning)
EconomicsCost: runs on NVIDIA free credits / self-hostable NIM — effectively $0 marginal.
Speed: ~70 tok/s (estimated). vs runner-upChosen over NVIDIA Nemotron 3 Super 120B-A12B for higher task-fit (96.5 vs 90.7) & more context. (NVIDIA Nemotron 3 Super 120B-A12B, score 89.5)
Speed: ~70 tok/s (estimated). vs runner-upChosen over NVIDIA Nemotron 3 Super 120B-A12B for higher task-fit (96.5 vs 90.7) & more context. (NVIDIA Nemotron 3 Super 120B-A12B, score 89.5)
Example result
Sample input ▾
New customer: 60-person SaaS, first SOC 2 Type I, audit booked in 90 days, on AWS + Okta + GitHub, no existing policies. Champion: Head of Eng.
Day 30 — Foundation: connect AWS/Okta/GitHub integrations; auto-import the control framework; generate the starter policy set; assign control owners. Owner: us + champion. Metric: 100% integrations connected, policies in review.
Day 60 — Evidence: turn on automated evidence collection; close the top 10 gaps from the readiness scan; first access review run in-product. Owner: them, we coach. Metric: 70%+ controls with fresh evidence.
Day 90 — Audit-ready: complete the gap punch list; export the auditor evidence package; dry-run the PBC list. Owner: them. Metric: readiness score ≥ 90, audit kickoff on schedule.
Test it on your own data