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P8Monitor
Low fit or intent; no action recommended.
61/ 100B
Scores 61/100; strong fit (35/35), technical (12.6/15); driven by AI/ML hiring surge, Relevant job posting, Website engagement. Weak on timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | AI/ML Platforms | crm_import | 87% |
| Employees | 1,333 | demo_webscan | 92% |
| Headcount growth (12m) | 43% | — | — |
| Segment | Enterprise | — | — |
| HQ | Denver | demo_firmographics | 92% |
AI/ML Platforms is a core ICP industry.
Company size12 / 121,333 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge5.3 / 106 open AI/ML roles, observed 21 days ago. Confidence 90%, strength 0.70 (typical 0.85), 45-day half-life → 53% of 10 pts.
- Relevant job posting4.7 / 6Posted: ML Platform Engineer (LLM Ops), observed 3 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 79% of 6 pts.
Timing
- Headcount growth3 / 3Headcount grew 43% in 12 months: rapid scaling.
Technical
- AI/ML team3.6 / 6AI/ML org of ~28 engineers: meaningful but still growing.
- LLM stack6 / 6Runs 4 LLM-stack technologies: Anthropic, OpenAI, Ray, pgvector.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Databricks, Kubernetes.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
- Website engagement0.1 / 1Visited docs and blog, observed 30 days ago (+2 more). Confidence 60%, strength 0.30 (typical 0.30), 14-day half-life → 15% of 1 pts.
| Funding stage | Series B | demo_webscan | 94% |
| AI/ML team | 28 | demo_hiring | 81% |
| Tech stack | AWS SageMakerAnthropicDatabricksKubernetesOpenAIRayReactRedisStripepgvector | 78% |
Last enriched Jan 24, 2026 · record source demo_seed:list_import
Job PostingPosted: ML Platform Engineer (LLM Ops)4d ago
Job posting 'ML Platform Engineer (LLM Ops)' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
AI Hiring Surge6 open AI/ML roles22d ago
6 open AI/ML engineering roles, up 95% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.70 · demo
Website VisitVisited docs and blog31d ago
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo
Website VisitVisited docs and blogAug 21, 2026
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo
Website VisitVisited docs and blogAug 20, 2026
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo