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P8Monitor
Low fit or intent; no action recommended.
49/ 100C
Scores 49/100; strong technical (15/15); driven by Funding round, Executive hire, Technology adoption. Weak on intent, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Fintech | demo_webscan | 68% |
| Employees | 6,937 | demo_firmographics | 91% |
| Headcount growth (12m) | 25% | — | — |
| Segment | Strategic | — | — |
| HQ | Austin | crm_import | 66% |
/ 15
Fintech is an adjacent industry (half credit).
Company size7.8 / 126,937 employees is within the target range (100–10,000) but outside the sweet spot.Geography8 / 8Headquartered in a primary region (NA).Intent
- Technology adoption2.2 / 5Adopted Pinecone, observed 69 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 44% of 5 pts.
Timing
- Funding round4.0 / 7Raised $197M Series D, observed 65 days ago. Confidence 96%, strength 0.90 (typical 0.90), 90-day half-life → 58% of 7 pts.
- Executive hire2.6 / 5Hired Victor Fernandes as VP Engineering, observed 90 days ago. Confidence 88%, strength 0.75 (typical 0.75), 120-day half-life → 52% of 5 pts.
- Headcount growth1.8 / 3Headcount grew 25% in 12 months.
Technical
- AI/ML team6 / 6AI/ML org of ~357 engineers (≥50): mature buyer.
- LLM stack6 / 6Runs 5 LLM-stack technologies: Hugging Face, LlamaIndex, Pinecone, Ray, pgvector.
- Platform maturity3 / 3Production platform maturity: Databricks, Snowflake, Terraform, Vertex AI.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
- Product signup0.2 / 2Created a free Sentinel workspace, observed 109 days ago. Confidence 97%, strength 0.60 (typical 0.60), 30-day half-life → 8% of 2 pts.
| Funding stage | Series D+ | crm_import | 86% |
| AI/ML team | 357 | demo_hiring | 89% |
| Tech stack | DatabricksGitHub ActionsHugging FaceLlamaIndexPineconePostgreSQLRaySnowflakeTerraformVertex AIZendeskpgvector | 80% |
Last enriched Aug 29, 2026 · record source demo_seed:crm_backfill
Funding RoundRaised $197M Series DAug 14, 2026
Umber Stack raised a $197M Series D led by Northfield Capital (fictional investor, DEMO feed).
demo_signal_feed · confidence 96% · strength 0.90 · demo
Tech AdoptionAdopted PineconeAug 10, 2026
Technographic scan detected Pinecone in Umber Stack's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo
Executive HireHired Victor Fernandes as VP EngineeringJul 20, 2026
Victor Fernandes joined Umber Stack as VP Engineering (DEMO people-movement feed).
demo_signal_feed · confidence 88% · strength 0.75 · demo
Product SignupCreated a free Sentinel workspaceJul 1, 2026
Fatima Larsen (Director of AI Infrastructure) created a free workspace (product event 'workspace_created').
posthog · confidence 97% · strength 0.60 · demo