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Accounts / Redwood Platforms
P8Monitor
Low fit or intent; no action recommended.
48/ 100C
Scores 48/100; strong fit (27/35); driven by AI/ML hiring surge, Relevant job posting. Weak on timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | AI/ML Platforms | crm_import | 72% |
| Employees | 571 | demo_webscan | 69% |
| Headcount growth (12m) | 18% | — | — |
| Segment | Enterprise | — | — |
| HQ | Sydney | crm_import | 77% |
|
AI/ML Platforms is a core ICP industry.
Company size12 / 12571 employees is inside the sweet spot (250–5,000).Geography0 / 8Region APAC is not currently served.Intent
- AI/ML hiring surge5.5 / 105 open AI/ML roles, observed 18 days ago. Confidence 90%, strength 0.68 (typical 0.85), 45-day half-life → 55% of 10 pts.
- Relevant job posting5.0 / 6Posted: ML Platform Engineer (LLM Ops), observed 1 day ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 83% of 6 pts.
Timing
- Headcount growth1.8 / 3Headcount grew 18% in 12 months.
Technical
- AI/ML team3.6 / 6AI/ML org of ~45 engineers: meaningful but still growing.
- LLM stack2.4 / 6Runs 1 LLM-stack technologies: Anthropic.
- Platform maturity3 / 3Production platform maturity: Databricks, Kubernetes.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series C | demo_webscan | 74% |
| AI/ML team | 45 | demo_hiring | 78% |
| Tech stack | AnthropicDatabricksKubernetes | 65% |
Last enriched Aug 29, 2026 · record source demo_seed:clay_table
Job PostingPosted: ML Platform Engineer (LLM Ops)1d 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 Hiring Surge5 open AI/ML roles18d ago
5 open AI/ML engineering roles, up 103% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.68 · demo