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P8Monitor
Low fit or intent; no action recommended.
61/ 100B
Scores 61/100; strong fit (35/35), technical (13.2/15); driven by Funding round, AI/ML hiring surge, Technology adoption. Weak on intent, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | B2B SaaS | demo_firmographics | 68% |
| Employees | 2,954 | crm_import | 69% |
| Headcount growth (12m) | -8% | — | — |
| Segment | Strategic | — | — |
| HQ | Seattle | demo_webscan | 70% |
/ 15
B2B SaaS is a core ICP industry.
Company size12 / 122,954 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge4.6 / 1010 open AI/ML roles, observed 36 days ago. Confidence 90%, strength 0.77 (typical 0.85), 45-day half-life → 46% of 10 pts.
- Technology adoption2.4 / 5Adopted Weaviate, observed 58 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 48% of 5 pts.
Timing
- Funding round6.2 / 7Raised $146M Series D, observed 12 days ago. Confidence 97%, strength 0.90 (typical 0.90), 90-day half-life → 88% of 7 pts.
- Headcount growth0 / 3Flat or shrinking headcount (-8%).
Technical
- AI/ML team6 / 6AI/ML org of ~124 engineers (≥50): mature buyer.
- LLM stack4.2 / 6Runs 2 LLM-stack technologies: Hugging Face, Weaviate.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Kafka, Kubernetes.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series D+ | crm_import | 70% |
| AI/ML team | 124 | demo_hiring | 83% |
| Tech stack | AWS SageMakerGitHub ActionsHugging FaceKafkaKubernetesRedisWeaviateZendesk | 90% |
Last enriched Aug 25, 2026 · record source demo_seed:list_import
Funding RoundRaised $146M Series D13d ago
Signal Data raised a $146M Series D led by Bluewater Ventures (fictional investor, DEMO feed).
demo_signal_feed · confidence 97% · strength 0.90 · demo
AI Hiring Surge10 open AI/ML roles37d ago
10 open AI/ML engineering roles, up 169% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.77 · demo
Tech AdoptionAdopted WeaviateAug 21, 2026
Technographic scan detected Weaviate in Signal Data's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo