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Flint AI · GTMOSP8Monitor
Low fit or intent; no action recommended.
46/ 100C
Scores 46/100; strong technical (13.2/15); driven by AI/ML hiring surge, Funding round, Product signup. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Healthtech | demo_webscan | 85% |
| Employees | 3,530 | demo_webscan | 65% |
| Headcount growth (12m) | 12% | — | — |
| Segment | Strategic | — | — |
| HQ | Tokyo | crm_import | 90% |
/ 15
Healthtech is an adjacent industry (half credit).
Company size12 / 123,530 employees is inside the sweet spot (250–5,000).Geography0 / 8Region APAC is not currently served.Intent
- AI/ML hiring surge6.5 / 1042 open AI/ML roles, observed 28 days ago. Confidence 90%, strength 0.95 (typical 0.85), 45-day half-life → 65% of 10 pts.
Timing
- Funding round3.5 / 7Raised $69M Series C, observed 83 days ago. Confidence 95%, strength 0.90 (typical 0.90), 90-day half-life → 50% of 7 pts.
- Headcount growth0.8 / 3Modest headcount growth (12%).
Technical
- AI/ML team6 / 6AI/ML org of ~178 engineers (≥50): mature buyer.
- LLM stack4.2 / 6Runs 2 LLM-stack technologies: Anthropic, vLLM.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Datadog, Kafka, Vertex AI.
Engagement
- Sales engagement2.5 / 51 repl(ies) in the last 90 days (not yet positive).
- Product signup0.1 / 2Created a free Sentinel workspace, observed 111 days ago. Confidence 97%, strength 0.60 (typical 0.60), 30-day half-life → 7% of 2 pts.
| Funding stage | Series C | demo_firmographics | 76% |
| AI/ML team | 178 | demo_hiring | 75% |
| Tech stack | AWS SageMakerAnthropicDatadogGitHub ActionsKafkaRedisStripeVertex AIvLLM | 86% |
Last enriched 44d ago · record source demo_seed:list_import
AI Hiring Surge42 open AI/ML roles29d ago
42 open AI/ML engineering roles, up 89% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.95 · demo
Funding RoundRaised $69M Series CJul 27, 2026
Flint AI raised a $69M Series C led by Northfield Capital (fictional investor, DEMO feed).
demo_signal_feed · confidence 95% · strength 0.90 · demo
Product SignupCreated a free Sentinel workspaceJun 29, 2026
Uma Castro (ML Platform Lead) created a free workspace (product event 'workspace_created').
posthog · confidence 97% · strength 0.60 · demo