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P8Monitor
Low fit or intent; no action recommended.
61/ 100B
Scores 61/100; strong fit (27/35), technical (12.6/15); driven by AI product launch, AI/ML hiring surge, Executive hire. Weak on engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Data Infrastructure | demo_firmographics | 91% |
| Sources disagree demo_webscan said B2B SaaS (68%) — kept the stored value; this needs a human decision, not a confidence tie-break. |
| Employees | 306 | demo_webscan | 92% |
| Headcount growth (12m) | 52% | — | — |
| Segment | Mid-Market | — | — |
|
/ 15
Data Infrastructure is a core ICP industry.
Company size12 / 12306 employees is inside the sweet spot (250–5,000).Geography0 / 8Region LATAM is not currently served.Intent
- AI/ML hiring surge4.6 / 105 open AI/ML roles, observed 29 days ago. Confidence 90%, strength 0.68 (typical 0.85), 45-day half-life → 46% of 10 pts.
- AI product launch6.6 / 9Launched Osprey Autopilot, observed 18 days ago. Confidence 91%, strength 0.80 (typical 0.80), 60-day half-life → 74% of 9 pts.
- Technology adoption1.1 / 5Adopted Weaviate, observed 161 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 22% of 5 pts.
Timing
- Executive hire3.7 / 5Hired Arjun Kaur as VP Engineering, observed 31 days ago. Confidence 88%, strength 0.75 (typical 0.75), 120-day half-life → 74% of 5 pts.
- Headcount growth3 / 3Headcount grew 52% in 12 months: rapid scaling.
Technical
- AI/ML team3.6 / 6AI/ML org of ~27 engineers: meaningful but still growing.
- LLM stack6 / 6Runs 6 LLM-stack technologies: LlamaIndex, OpenAI, Ray, Weaviate, pgvector, vLLM.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Kafka, Kubernetes, Snowflake, Terraform, Vertex AI.
Engagement
- Sales engagement2.5 / 51 repl(ies) in the last 90 days (not yet positive).
| Funding stage | Series A | demo_firmographics | 94% |
| AI/ML team | 27 | demo_hiring | 76% |
| Tech stack | AWS SageMakerArizeGitHub ActionsKafkaKubernetesLlamaIndexOpenAIPostgreSQLRaySnowflakeTerraformVertex AIWeaviateZendeskpgvectorvLLM | 79% |
Last enriched May 6, 2026 · record source demo_seed:clay_table
AI Product LaunchLaunched Osprey Autopilot18d ago
Osprey Labs launched Osprey Autopilot, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 91% · strength 0.80 · demo
AI Hiring Surge5 open AI/ML roles29d ago
5 open AI/ML engineering roles, up 30% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.68 · demo
Executive HireHired Arjun Kaur as VP Engineering31d ago
Arjun Kaur joined Osprey Labs as VP Engineering (DEMO people-movement feed).
demo_signal_feed · confidence 88% · strength 0.75 · demo
Tech AdoptionAdopted WeaviateMay 10, 2026
Technographic scan detected Weaviate in Osprey Labs's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo