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 technical (15/15); driven by AI/ML hiring surge, Funding round, Expansion. Weak on engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Cybersecurity | demo_webscan | 79% |
| Employees | 10,376 | crm_import | 86% |
| Headcount growth (12m) | 27% | — | — |
| Segment | Strategic | — | — |
| HQ | Chicago | demo_webscan | 67% |
/ 15
Cybersecurity is an adjacent industry (half credit).
Company size4.8 / 1210,376 employees is above the target range (long sales cycle risk).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge9.7 / 1062 open AI/ML roles, observed 2 days ago. Confidence 90%, strength 0.95 (typical 0.85), 45-day half-life → 97% of 10 pts.
Timing
- Funding round3.5 / 7Raised $217M Series D, observed 77 days ago. Confidence 91%, strength 0.90 (typical 0.90), 90-day half-life → 50% of 7 pts.
- Headcount growth1.8 / 3Headcount grew 27% in 12 months.
- Expansion0.8 / 2Opened New York office, observed 128 days ago. Confidence 80%, strength 0.50 (typical 0.50), 120-day half-life → 38% of 2 pts.
Technical
- AI/ML team6 / 6AI/ML org of ~657 engineers (≥50): mature buyer.
- LLM stack6 / 6Runs 3 LLM-stack technologies: OpenAI, Ray, Weights & Biases.
- Platform maturity3 / 3Production platform maturity: Kubernetes, Snowflake, Terraform.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series D+ | demo_firmographics | 89% |
| AI/ML team | 657 | demo_hiring | 64% |
| Tech stack | KubernetesOpenAIPostgreSQLRayReactSegmentSnowflakeTerraformWeights & Biases | 81% |
Last enriched — · record source demo_seed:crm_backfill
AI Hiring Surge62 open AI/ML roles3d ago
62 open AI/ML engineering roles, up 123% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.95 · demo
Funding RoundRaised $217M Series DAug 2, 2026
Timber Data raised a $217M Series D led by Harbor Ridge Ventures (fictional investor, DEMO feed).
demo_signal_feed · confidence 91% · strength 0.90 · demo
ExpansionOpened New York officeJun 12, 2026
Timber Data announced a new office in New York (DEMO).
demo_signal_feed · confidence 80% · strength 0.50 · demo