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P8Monitor
Low fit or intent; no action recommended.
59/ 100B
Scores 59/100; strong fit (35/35), technical (12.6/15); driven by Relevant job posting, Pricing page activity, Technology adoption. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | B2B SaaS | demo_firmographics | 91% |
| Employees | 457 | crm_import | 90% |
| Headcount growth (12m) | 21% | — | — |
| Segment | Mid-Market | — | — |
| HQ | Chicago | crm_import | 84% |
|
/ 15
B2B SaaS is a core ICP industry.
Company size12 / 12457 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- Pricing page activity1.7 / 7Viewed pricing 4 times in 7 days, observed 27 days ago. Confidence 95%, strength 0.70 (typical 0.70), 14-day half-life → 24% of 7 pts.
- Relevant job posting3.9 / 6Posted: Applied Scientist, Model Evaluation, observed 11 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 65% of 6 pts.
- Technology adoption1.1 / 5Adopted vLLM, observed 158 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 22% of 5 pts.
Timing
- Headcount growth1.8 / 3Headcount grew 20% in 12 months.
Technical
- AI/ML team3.6 / 6AI/ML org of ~18 engineers: meaningful but still growing.
- LLM stack6 / 6Runs 5 LLM-stack technologies: Hugging Face, Pinecone, Ray, Weights & Biases, vLLM.
- Platform maturity3 / 3Production platform maturity: Kubernetes, Vertex AI.
Engagement
- Sales engagement2.5 / 51 repl(ies) in the last 90 days (not yet positive).
- Product signup0.3 / 2Created a free Sentinel workspace, observed 87 days ago. Confidence 97%, strength 0.60 (typical 0.60), 30-day half-life → 13% of 2 pts.
| Funding stage | Series B | demo_firmographics | 91% |
| AI/ML team | 18 | demo_hiring | 75% |
| Tech stack | ArizeHugging FaceKubernetesPineconePostgreSQLRayRedisSegmentVertex AIWeights & BiasesvLLM | 83% |
Last enriched Dec 31, 2025 · record source demo_seed:clay_table
Job PostingPosted: Applied Scientist, Model Evaluation12d ago
Job posting 'Applied Scientist, Model Evaluation' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
Pricing Page VisitViewed pricing 4 times in 7 days28d ago
4 pricing-page views from Liam Mehta's workspace in one week.
posthog · confidence 95% · strength 0.70 · demo
Product SignupCreated a free Sentinel workspaceJul 23, 2026
Liam Mehta (Staff ML Engineer) created a free workspace (product event 'workspace_created').
posthog · confidence 97% · strength 0.60 · demo
Tech AdoptionAdopted vLLMMay 13, 2026
Technographic scan detected vLLM in Quarry Pay's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo