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Accounts / Redwood Dynamics
P5Add to ICP nurture and monitor signals
Good fit but no strong buying signal yet.
66/ 100B
Scores 66/100; strong fit (27.5/35), technical (15/15); driven by AI/ML hiring surge, Funding round, Relevant job posting. Weak on engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Fintech | demo_firmographics | 93% |
| Employees | 840 | demo_firmographics | 95% |
| Headcount growth (12m) | 37% | — | — |
| Segment | Enterprise | — | — |
| HQ | Chicago | crm_import | 95% |
/ 15
Fintech is an adjacent industry (half credit).
Company size12 / 12840 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge7.7 / 108 open AI/ML roles, observed today. Confidence 90%, strength 0.73 (typical 0.85), 45-day half-life → 77% of 10 pts.
- Relevant job posting1.6 / 6Posted: ML Platform Engineer (LLM Ops), observed 50 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 27% of 6 pts.
- Technology adoption1.6 / 5Adopted Weaviate, observed 114 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 31% of 5 pts.
Timing
- Funding round6.6 / 7Raised $72M Series C, observed today. Confidence 95%, strength 0.90 (typical 0.90), 90-day half-life → 94% of 7 pts.
- Headcount growth3 / 3Headcount grew 37% in 12 months: rapid scaling.
Technical
- AI/ML team6 / 6AI/ML org of ~51 engineers (≥50): mature buyer.
- LLM stack6 / 6Runs 3 LLM-stack technologies: Anthropic, Ray, Weaviate.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Kafka, Kubernetes, Vertex AI.
Engagement
- Sales engagement2.5 / 51 repl(ies) in the last 90 days (not yet positive).
| Funding stage | Series C | demo_webscan | 95% |
| AI/ML team | 51 | demo_hiring | 85% |
| Tech stack | AWS SageMakerAnthropicKafkaKubernetesOktaRayStripeVertex AIWeaviateZendesk | 80% |
Last enriched Mar 23, 2026 · record source demo_seed:clay_table
AI Hiring Surge8 open AI/ML roles1d ago
8 open AI/ML engineering roles, up 54% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.73 · demo
Funding RoundRaised $72M Series C1d ago
Redwood Dynamics raised a $72M Series C led by Northfield Capital (fictional investor, DEMO feed).
demo_signal_feed · confidence 95% · strength 0.90 · demo
Job PostingPosted: ML Platform Engineer (LLM Ops)Aug 29, 2026
Job posting 'ML Platform Engineer (LLM Ops)' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
Tech AdoptionAdopted WeaviateJun 26, 2026
Technographic scan detected Weaviate in Redwood Dynamics's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo