Umber Networks is a ai/ml platforms company based in Denver with roughly 2,406 employees.
Everything runs through the same audited services the workflows use
Missing employee count or industry makes the fit score unreliable.
ICP v1 · computed 13h ago · trigger: seed
Scores 50/100; strong technical (13.2/15); driven by AI product launch, Relevant job posting, Product signup. Weak on timing, engagement.
Every enriched field records its provider, confidence and timestamp
| Field | Value | Source | Confidence |
|---|---|---|---|
| Industry | Missing | — | — |
| Employees | 2,406 | crm_import | 79% |
| Headcount growth (12m) | 34% | — | — |
| Segment | Strategic | — | — |
| HQ | Denver | demo_firmographics | 85% |
| Region | NA |
| — |
| — |
| Funding stage | Series D+ | crm_import | 62% |
| Total funding | $421M | — | — |
| AI/ML team | 162 | demo_hiring | 91% |
| Open AI/ML roles | 37 | — | — |
| Tech stack | DatadogDatadog LLM ObservabilityGitHub ActionsHubSpotKafkaLangChainRaySalesforceSnowflake | 66% | |
Why now
Job posting 'Senior Engineer, Agent Infrastructure' mentions evaluation and reliability of LLM systems (DEMO).
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
Umber Networks launched Umber Assist, an LLM-powered feature for customers (DEMO news feed).
Liam Abe (Director of AI Infrastructure) created a free workspace (product event 'workspace_created').
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
No opportunities.