Ember Dynamics is a ai/ml platforms company based in Sydney with roughly 408 employees.
Everything runs through the same audited services the workflows use
Low fit or intent; no action recommended.
ICP v1 · computed 19h ago · trigger: seed
Every enriched field records its provider, confidence and timestamp
| Field | Value | Source | Confidence |
|---|---|---|---|
| Industry | AI/ML Platforms | demo_firmographics | 70% |
| Employees | 408 | demo_webscan | 81% |
| Headcount growth (12m) | 25% | — | — |
| Segment | Mid-Market | — | — |
| HQ | Sydney | demo_firmographics | 80% |
Subtracted after category caps, so a penalty cannot be absorbed by a category that is already full.
Scores 45/100; strong fit (27/35), technical (12.6/15); driven by Funding round, AI/ML hiring surge, Relevant job posting. Weak on intent, engagement.
| Region | APAC | — | — |
| Funding stage | Series C | crm_import | 89% |
| Total funding | $75M | — | — |
| AI/ML team | 36 | demo_hiring | 64% |
| Open AI/ML roles | 5 | — | — |
| Tech stack | AWS SageMakerDatadogHubSpotHugging FaceKubernetesLangChainLangSmithOktaSegmentpgvectorvLLM | 70% | |
Why now
The contact driving the evaluation updated their profile to a new employer (DEMO).
Ember Dynamics raised a $109M Series C led by Lattice Partners (fictional investor, DEMO feed).
5 open AI/ML engineering roles, up 76% in 60 days (DEMO job-postings index).
Job posting 'AI Reliability Engineer' mentions evaluation and reliability of LLM systems (DEMO).
No opportunities.