Skip to contentDEMOSynthetic demo dataCRM simulatedAI deterministic demo modeNo external messages are ever sent
P8Monitor
Low fit or intent; no action recommended.
51/ 100C
Scores 51/100; strong fit (35/35); driven by Executive hire, AI/ML hiring surge. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Data Infrastructure | demo_firmographics | 81% |
| Employees | 1,263 | demo_firmographics | 92% |
| Headcount growth (12m) | 29% | — | — |
| Segment | Enterprise | — | — |
| HQ | Austin | demo_firmographics | 86% |
Data Infrastructure is a core ICP industry.
Company size12 / 121,263 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge2.2 / 105 open AI/ML roles, observed 76 days ago. Confidence 90%, strength 0.68 (typical 0.85), 45-day half-life → 22% of 10 pts.
Timing
- Executive hire3.1 / 5Hired Fatima Garcia as Head of Machine Learning, observed 60 days ago. Confidence 88%, strength 0.75 (typical 0.75), 120-day half-life → 62% of 5 pts.
- Headcount growth1.8 / 3Headcount grew 29% in 12 months.
Technical
- AI/ML team0 / 6AI/ML team size unknown.
- LLM stack6 / 6Runs 4 LLM-stack technologies: Hugging Face, OpenAI, pgvector, vLLM.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Databricks, Datadog.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series B | demo_webscan | 94% |
| Tech stack | AWS SageMakerDatabricksDatadogGitHub ActionsHubSpotHugging FaceOpenAIRedispgvectorvLLM | 87% |
Last enriched Aug 8, 2026 · record source demo_seed:crm_backfill
Executive HireHired Fatima Garcia as Head of Machine LearningAug 19, 2026
Fatima Garcia joined Garnet Pay as Head of Machine Learning (DEMO people-movement feed).
demo_signal_feed · confidence 88% · strength 0.75 · demo
AI Hiring Surge5 open AI/ML rolesAug 3, 2026
5 open AI/ML engineering roles, up 83% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.68 · demo