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P8Monitor
Low fit or intent; no action recommended.
57/ 100C
Scores 57/100; strong fit (31/35), technical (12.6/15); driven by AI/ML hiring surge, Technology adoption, Invited teammates. Weak on intent, timing.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | AI/ML Platforms | demo_firmographics | 76% |
| Employees | 355 | demo_firmographics | 67% |
| Headcount growth (12m) | 56% | — | — |
| Segment | Mid-Market | — | — |
| HQ | Tel Aviv | demo_webscan | 73% |
/ 15
AI/ML Platforms is a core ICP industry.
Company size12 / 12355 employees is inside the sweet spot (250–5,000).Geography4 / 8Headquartered in a secondary region (EMEA).Intent
- AI/ML hiring surge3.7 / 106 open AI/ML roles, observed 44 days ago. Confidence 90%, strength 0.70 (typical 0.85), 45-day half-life → 37% of 10 pts.
- Technology adoption1.5 / 5Adopted Anthropic, observed 117 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 30% of 5 pts.
Timing
- Headcount growth3 / 3Headcount grew 56% in 12 months: rapid scaling.
Technical
- AI/ML team3.6 / 6AI/ML org of ~26 engineers: meaningful but still growing.
- LLM stack6 / 6Runs 4 LLM-stack technologies: Anthropic, Hugging Face, MLflow, OpenAI.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Databricks, Kafka, Kubernetes, Terraform.
Engagement
- Sales engagement4 / 51 positive repl(ies) in the last 90 days.
- Product signup0.5 / 2Created a free Sentinel workspace, observed 57 days ago. Confidence 97%, strength 0.60 (typical 0.60), 30-day half-life → 25% of 2 pts.
- Invited teammates0.5 / 2Invited teammates to the free workspace, observed 55 days ago. Confidence 97%, strength 0.70 (typical 0.70), 30-day half-life → 27% of 2 pts.
| Funding stage | Series B | demo_webscan | 63% |
| AI/ML team | 26 | demo_hiring | 88% |
| Tech stack | AWS SageMakerAnthropicDatabricksGitHub ActionsHugging FaceKafkaKubernetesLangSmithMLflowOpenAIReactTerraformZendesk | 78% |
Last enriched 39d ago · record source demo_seed:clay_table
AI Hiring Surge6 open AI/ML rolesSep 4, 2026
6 open AI/ML engineering roles, up 36% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.70 · demo
Teammate InvitedInvited teammates to the free workspaceAug 24, 2026
Freya Adeyemi invited 2 teammate(s).
posthog · confidence 97% · strength 0.70 · demo
Product SignupCreated a free Sentinel workspaceAug 22, 2026
Freya Adeyemi (Engineering Manager, Applied AI) created a free workspace (product event 'workspace_created').
posthog · confidence 97% · strength 0.60 · demo
Tech AdoptionAdopted AnthropicJun 23, 2026
Technographic scan detected Anthropic in Glacier AI's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo