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Accounts / Willow Dynamics
P8Monitor
Low fit or intent; no action recommended.
61/ 100B
Scores 61/100; strong fit (35/35); driven by AI product launch, Relevant job posting. Weak on timing.
Fit
- Industry15 / 15B2B SaaS is a core ICP industry.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | B2B SaaS | crm_import | 68% |
| Employees | 1,183 | crm_import | 87% |
| Headcount growth (12m) | 36% | — | — |
| Segment | Enterprise | — | — |
| HQ | Boston | crm_import | 84% |
|
Intent
- AI product launch5.2 / 9Launched Willow Autopilot, observed 40 days ago. Confidence 93%, strength 0.80 (typical 0.80), 60-day half-life → 58% of 9 pts.
- Relevant job posting4.5 / 6Posted: ML Platform Engineer (LLM Ops), observed 5 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 74% of 6 pts.
Timing
- Headcount growth3 / 3Headcount grew 36% in 12 months: rapid scaling.
Technical
- AI/ML team3.6 / 6AI/ML org of ~41 engineers: meaningful but still growing.
- LLM stack2.4 / 6Runs 1 LLM-stack technologies: Ray.
- Platform maturity3 / 3Production platform maturity: Databricks, Kafka, Snowflake, Vertex AI.
Engagement
- Sales engagement4 / 51 positive repl(ies) in the last 90 days.
| Funding stage | Series B | demo_webscan | 86% |
| AI/ML team | 41 | demo_hiring | 63% |
| Tech stack | DatabricksKafkaPostgreSQLRayRedisSegmentSnowflakeVertex AI | 88% |
Last enriched May 27, 2026 · record source demo_seed:clay_table
Job PostingPosted: ML Platform Engineer (LLM Ops)6d ago
Job posting 'ML Platform Engineer (LLM Ops)' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
AI Product LaunchLaunched Willow Autopilot41d ago
Willow Dynamics launched Willow Autopilot, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 93% · strength 0.80 · demo