Skip to contentDEMOSynthetic demo dataCRM simulatedAI deterministic demo modeNo external messages are ever sent
P8Monitor
Low fit or intent; no action recommended.
38/ 100D
Scores 38/100; strong technical (12.6/15); driven by Executive hire, Website engagement. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Media | demo_webscan | 90% |
| Employees | 570 | demo_firmographics | 77% |
| Headcount growth (12m) | 18% | — | — |
| Segment | Enterprise | — | — |
| HQ | Chicago | demo_firmographics | 90% |
Media is outside the target industries.
Company size12 / 12570 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
No qualifying intent signals.
Timing
- Executive hire3.0 / 5Hired Isabel Torres as CTO, observed 69 days ago. Confidence 88%, strength 0.75 (typical 0.75), 120-day half-life → 59% of 5 pts.
- Headcount growth1.8 / 3Headcount grew 18% in 12 months.
Technical
- AI/ML team3.6 / 6AI/ML org of ~25 engineers: meaningful but still growing.
- LLM stack6 / 6Runs 4 LLM-stack technologies: Anthropic, Hugging Face, MLflow, Pinecone.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Databricks, Terraform, Vertex AI.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
- Website engagement0.5 / 1Visited docs and blog, observed 3 days ago (+2 more). Confidence 60%, strength 0.30 (typical 0.30), 14-day half-life → 54% of 1 pts.
| Funding stage | Series B | demo_firmographics | 70% |
| AI/ML team | 25 | demo_hiring | 83% |
| Tech stack | AWS SageMakerAnthropicDatabricksGitHub ActionsHugging FaceMLflowPineconePostgreSQLReactTerraformVertex AI | 84% |
Last enriched — · record source demo_seed:clay_table
Website VisitVisited docs and blog4d 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 blog32d 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 blogSep 1, 2026
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo
Executive HireHired Isabel Torres as CTOAug 10, 2026
Isabel Torres joined Vantage Data as CTO (DEMO people-movement feed).
demo_signal_feed · confidence 88% · strength 0.75 · demo
- closed lostVantage Data: Agent Reliability Platform$119KOpened May 26, 2026 · Jordan Patel · source ICP: AI platform leaders (generic)