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P8Monitor
Low fit or intent; no action recommended.
54/ 100C
Scores 54/100; strong fit (35/35), technical (10.8/15); driven by AI/ML hiring surge, Expansion. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | B2B SaaS | demo_firmographics | 78% |
| Employees | 1,510 | demo_webscan | 70% |
| Headcount growth (12m) | 23% | — | — |
| Segment | Enterprise | — | — |
| HQ | Denver | crm_import | 65% |
/ 15
B2B SaaS is a core ICP industry.
Company size12 / 121,510 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge5.6 / 105 open AI/ML roles, observed 16 days ago. Confidence 90%, strength 0.68 (typical 0.85), 45-day half-life → 56% of 10 pts.
Timing
- Headcount growth1.8 / 3Headcount grew 23% in 12 months.
- Expansion1.1 / 2Opened Austin office, observed 63 days ago. Confidence 80%, strength 0.50 (typical 0.50), 120-day half-life → 55% of 2 pts.
Technical
- AI/ML team3.6 / 6AI/ML org of ~42 engineers: meaningful but still growing.
- LLM stack4.2 / 6Runs 2 LLM-stack technologies: OpenAI, Weights & Biases.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Snowflake, Vertex AI.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series D+ | demo_webscan | 90% |
| AI/ML team | 42 | demo_hiring | 85% |
| Tech stack | AWS SageMakerOktaOpenAIPostgreSQLSegmentSnowflakeVertex AIWeights & Biases | 76% |
Last enriched May 17, 2026 · record source demo_seed:clay_table
AI Hiring Surge5 open AI/ML roles17d ago
5 open AI/ML engineering roles, up 95% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.68 · demo
ExpansionOpened Austin officeAug 16, 2026
Rook Dynamics announced a new office in Austin (DEMO).
demo_signal_feed · confidence 80% · strength 0.50 · demo