Account intent radar

Use case Β· Outbound

← All use cases
β—°

Account intent radar

Outbound

Scores a stream of raw account signals (GRC job posts, breach news, tech-stack changes, funding, questionnaire-friction reviews) for compliance-buying intent, then routes each account to a HOT/WARM/COLD tier with the single trigger and a tailored opener the SDR should lead with.

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 β€” 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 β€” 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 needsWeightNVIDIA Nemotron 3 Ultra 550B-A55BCatalog rank
reasoning1.00100#1 of 40
math0.6099#3 of 40
knowledge0.5092#4 of 40
Relevant benchmarksGPQA Diamond MMLU-Pro BIG-Bench Hard LiveBench (reasoning) EconomicsCost: runs on NVIDIA free credits / self-hostable NIM β€” 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)
Example result
Sample input β–Ύ
Account: NorthBeam Health (52 emp, digital-health SaaS). Signals: (1) Posted 'Senior GRC Analyst β€” own SOC 2 Type II + HIPAA' 4 days ago. (2) Closed $14M Series B last month. (3) Job post for 'Enterprise AE β€” sell into hospital systems'. (4) G2 review mentions 'their security questionnaire took us 6 weeks'. (5) DNS shows Vanta tag removed 30 days ago.
{ "account": "NorthBeam Health", "intent_score": 93, "tier": "HOT", "primary_trigger": "Hiring a GRC Analyst to own SOC 2 Type II + HIPAA (posted 4 days ago)", "supporting_signals": [ "$14M Series B last month -> budget unlocked + board pressure to land regulated logos", "Hiring an Enterprise AE to sell into hospital systems -> HIPAA + heavy questionnaire load is about to become a deal-blocker", "Public G2 review: security questionnaire took 6 weeks -> the pain is already felt and named out loud", "Vanta tag removed from DNS 30 days ago -> incumbent likely churned or under re-evaluation; buying window is open" ], "lead_with": "You just hired an AE to sell into hospital systems β€” which means a 6-week HIPAA questionnaire is about to start blocking those deals. Congrats on the Series B; this is the moment to lock SOC 2 Type II + HIPAA before the enterprise pipeline lands on your new GRC hire's desk.", "suppress_reason": null }
Test it on your own data
Sign in to continue

LLM Switchboard is private β€” sign in with Authlee to access the control room.

Sign in with Authlee
← Back to home