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P8Monitor
Low fit or intent; no action recommended.
62/ 100B
Scores 62/100; strong fit (35/35), technical (15/15); driven by AI/ML hiring surge, Relevant job posting, Website engagement. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | AI/ML Platforms | crm_import | 93% |
| Employees | 1,850 | demo_firmographics | 95% |
| Headcount growth (12m) | 30% | — | — |
| Segment | Enterprise | — | — |
| HQ | Austin | demo_firmographics | 94% |
/ 15
AI/ML Platforms is a core ICP industry.
Company size12 / 121,850 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge5.6 / 1036 open AI/ML roles, observed 37 days ago. Confidence 90%, strength 0.95 (typical 0.85), 45-day half-life → 56% of 10 pts.
- Relevant job posting2.7 / 6Posted: Staff Engineer, LLM Evaluation, observed 27 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 45% of 6 pts.
Timing
- Headcount growth3 / 3Headcount grew 30% in 12 months: rapid scaling.
Technical
- AI/ML team6 / 6AI/ML org of ~106 engineers (≥50): mature buyer.
- LLM stack6 / 6Runs 4 LLM-stack technologies: LangChain, OpenAI, Pinecone, vLLM.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Datadog, Snowflake, Terraform.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
- Website engagement0.5 / 1Visited docs and blog, observed 5 days ago (+2 more). Confidence 60%, strength 0.30 (typical 0.30), 14-day half-life → 49% of 1 pts.
| Funding stage | Series D+ | demo_firmographics | 94% |
| AI/ML team | 106 | demo_hiring | 91% |
| Tech stack | AWS SageMakerDatadogHubSpotLangChainOpenAIPineconeReactSnowflakeStripeTerraformvLLM | 78% |
Last enriched May 21, 2026 · record source demo_seed:crm_backfill
Website VisitVisited docs and blog5d ago
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo
Job PostingPosted: Staff Engineer, LLM Evaluation28d ago
Job posting 'Staff Engineer, LLM Evaluation' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
AI Hiring Surge36 open AI/ML roles38d ago
36 open AI/ML engineering roles, up 41% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.95 · demo
Website VisitVisited docs and blog42d ago
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo
Website VisitVisited docs and blogAug 22, 2026
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo