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Accounts / Umber Dynamics
P8Monitor
Low fit or intent; no action recommended.
45/ 100C
Scores 45/100; strong fit (31/35), technical (10.5/15); driven by Executive hire, Website engagement. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Developer Tools | demo_firmographics | 62% |
| Employees | 267 | demo_firmographics | 83% |
| Headcount growth (12m) | 10% | — | — |
| Segment | Mid-Market | — | — |
| HQ | Tel Aviv | demo_webscan | 80% |
/ 15
Developer Tools is a core ICP industry.
Company size12 / 12267 employees is inside the sweet spot (250–5,000).Geography4 / 8Headquartered in a secondary region (EMEA).Intent
No qualifying intent signals.
Timing
- Executive hire2.4 / 5Hired Tariq Kaur as Head of Machine Learning, observed 105 days ago. Confidence 88%, strength 0.75 (typical 0.75), 120-day half-life → 48% of 5 pts.
- Headcount growth0.8 / 3Modest headcount growth (10%).
Technical
- AI/ML team1.5 / 6Small AI/ML team (~9); may not feel reliability pain yet.
- LLM stack6 / 6Runs 3 LLM-stack technologies: Hugging Face, OpenAI, Pinecone.
- Platform maturity3 / 3Production platform maturity: Datadog, Vertex AI.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
- Website engagement0.2 / 1Visited docs and blog, observed 25 days ago. Confidence 60%, strength 0.30 (typical 0.30), 14-day half-life → 17% of 1 pts.
| Funding stage | Series B | demo_firmographics | 90% |
| AI/ML team | 9 | demo_hiring | 69% |
| Tech stack | DatadogHugging FaceOktaOpenAIPineconeRedisStripeVertex AI | 70% |
Last enriched May 21, 2026 · record source demo_seed:crm_backfill
Website VisitVisited docs and blog26d ago
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo
Executive HireHired Tariq Kaur as Head of Machine LearningJul 5, 2026
Tariq Kaur joined Umber Dynamics as Head of Machine Learning (DEMO people-movement feed).
demo_signal_feed · confidence 88% · strength 0.75 · demo