⧉
Control deep-dive technical Q&A
Sales engineeringA prospect's security reviewer is pressure-testing one specific control ("can you actually meet our control X?"). The SE gets an authoritative, evidence-backed answer with exact iCompaas posture, named artifacts, an honest gap call, and a verbatim line to say out loud on the live call.
The routing recipe
Job typeComplex reasoningPolicyBest qualityConstraintsctx ≥ 128k
routes to
NVIDIA Nemotron 3 Ultra 550B-A55B nvidia
nvidia:nvidia/nemotron-3-ultra-550b-a55b
93.7
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 DeepSeek V4 Pro for cheaper & faster.
| 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 DeepSeek V4 Pro for cheaper & faster. (DeepSeek V4 Pro, score 91.8)
Speed: ~70 tok/s (estimated). vs runner-upChosen over DeepSeek V4 Pro for cheaper & faster. (DeepSeek V4 Pro, score 91.8)
Example result
Sample input ▾
Prospect control under deep-dive (FedRAMP-adjacent buyer): "AC-2 / control 7.4 — describe how privileged access to production is granted, time-bounded, and reviewed. We require: no standing admin, MFA, approval workflow, and quarterly access recerts with evidence."
Posture context: IAM-4: production access via Okta groups, SSO + WebAuthn MFA enforced. JIT-2: privileged prod access is just-in-time through Teleport, max 8h sessions, peer-approved in Slack, fully session-recorded. ACC-REV-1: access recertification runs quarterly in iCompaas Access Reviews; campaign owners attest, exceptions ticketed. SOC 2 Type II 2025 report, CC6.1-CC6.3 tested no exceptions. No standing break-glass admin; emergency access logs to SIEM and pages security.
MEET: Yes
HOW: There is no standing production admin. Privileged prod access is just-in-time through Teleport — engineers request elevation, a peer approves in Slack, and the session is capped at 8 hours and fully recorded. All auth is SSO via Okta with WebAuthn (phishing-resistant) MFA enforced at the IdP, and break-glass is the only emergency path, which auto-logs to the SIEM and pages security.
EVIDENCE: IAM-4 (SSO + WebAuthn MFA), JIT-2 (Teleport JIT, 8h cap, peer approval, session recording), ACC-REV-1 (quarterly recert campaigns with owner attestation + exception tickets), SOC 2 Type II 2025 report CC6.1-CC6.3 (tested, no exceptions).
GAP / CAVEAT: We meet the substance of AC-2, but we are not FedRAMP-authorized and Teleport approvals run through Slack rather than a formal ITSM change ticket. If their control language requires an ITSM-logged approval, we can route JIT approvals through ServiceNow on request — note this as a configuration item, not a missing capability.
SAY-LIVE: "We run zero standing prod admin — every privileged session is just-in-time, peer-approved, time-boxed to 8 hours, fully recorded, and recertified quarterly, and that's tested clean in our 2025 SOC 2 Type II under CC6."
Test it on your own data