Skip to contentDEMOSynthetic demo dataCRM simulatedAI deterministic demo modeNo external messages are ever sent
P8Monitor
Low fit or intent; no action recommended.
61/ 100B
Scores 61/100; strong fit (35/35), technical (13.2/15); driven by AI/ML hiring surge, AI product launch, Relevant job posting. Weak on timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Data Infrastructure | demo_firmographics | 96% |
| Employees | 2,586 | demo_firmographics | 94% |
| Sources disagree demo_webscan said 700 (55%) — kept the stored value; this needs a human decision, not a confidence tie-break. |
| Headcount growth (12m) | 28% | — | — |
| Segment | Strategic | — | — |
|
/ 15
Data Infrastructure is a core ICP industry.
Company size12 / 122,586 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge6.0 / 1025 open AI/ML roles, observed 33 days ago. Confidence 90%, strength 0.95 (typical 0.85), 45-day half-life → 60% of 10 pts.
- AI product launch2.3 / 9Launched Willow Autopilot, observed 114 days ago. Confidence 94%, strength 0.80 (typical 0.80), 60-day half-life → 25% of 9 pts.
- Relevant job posting2.1 / 6Posted: Senior Engineer, Agent Infrastructure, observed 37 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 36% of 6 pts.
Timing
- Headcount growth1.8 / 3Headcount grew 28% in 12 months.
Technical
- AI/ML team6 / 6AI/ML org of ~164 engineers (≥50): mature buyer.
- LLM stack4.2 / 6Runs 2 LLM-stack technologies: MLflow, OpenAI.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Databricks, Kubernetes, Terraform, Vertex AI.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
- Website engagement0.3 / 1Visited docs and blog, observed 21 days ago (+2 more). Confidence 60%, strength 0.30 (typical 0.30), 14-day half-life → 28% of 1 pts.
| Funding stage | Public | crm_import | 90% |
| AI/ML team | 164 | demo_hiring | 83% |
| Tech stack | AWS SageMakerDatabricksKubernetesMLflowOktaOpenAISegmentStripeTerraformVertex AI | 87% |
Last enriched 11d ago · record source demo_seed:list_import
Website VisitVisited docs and blog22d 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 blog24d 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 blog33d ago
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo
AI Hiring Surge25 open AI/ML roles34d ago
25 open AI/ML engineering roles, up 83% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.95 · demo
Job PostingPosted: Senior Engineer, Agent Infrastructure38d ago
Job posting 'Senior Engineer, Agent Infrastructure' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo