Skip to contentDEMOSynthetic demo dataCRM simulatedAI deterministic demo modeNo external messages are ever sent
P8Monitor
Low fit or intent; no action recommended.
57/ 100C
Scores 57/100; strong fit (31/35), technical (15/15); driven by AI/ML hiring surge, Relevant job posting, Technology adoption. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Developer Tools | crm_import | 75% |
| Employees | 513 | demo_firmographics | 64% |
| Headcount growth (12m) | 39% | — | — |
| Segment | Enterprise | — | — |
| HQ | Dublin | demo_firmographics | 79% |
/ 15
Developer Tools is a core ICP industry.
Company size12 / 12513 employees is inside the sweet spot (250–5,000).Geography4 / 8Headquartered in a secondary region (EMEA).Intent
- AI/ML hiring surge5.3 / 106 open AI/ML roles, observed 21 days ago. Confidence 90%, strength 0.70 (typical 0.85), 45-day half-life → 53% of 10 pts.
- Relevant job posting1.9 / 6Posted: Senior Engineer, Agent Infrastructure, observed 43 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 31% of 6 pts.
- Technology adoption1.1 / 5Adopted vLLM, observed 158 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 22% of 5 pts.
Timing
- Headcount growth3 / 3Headcount grew 39% in 12 months: rapid scaling.
Technical
- AI/ML team6 / 6AI/ML org of ~55 engineers (≥50): mature buyer.
- LLM stack6 / 6Runs 7 LLM-stack technologies: Anthropic, LangChain, LlamaIndex, OpenAI, Pinecone, Weights & Biases, vLLM.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Datadog, Kubernetes, Snowflake.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series C | demo_firmographics | 91% |
| AI/ML team | 55 | demo_hiring | 71% |
| Tech stack | AWS SageMakerAnthropicDatadogGitHub ActionsKubernetesLangChainLlamaIndexOpenAIPineconeSalesforceSnowflakeStripeWeights & BiasesvLLM | 93% |
Last enriched Mar 6, 2026 · record source demo_seed:clay_table
AI Hiring Surge6 open AI/ML roles21d ago
6 open AI/ML engineering roles, up 118% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.70 · demo
Job PostingPosted: Senior Engineer, Agent Infrastructure43d ago
Job posting 'Senior Engineer, Agent Infrastructure' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
Tech AdoptionAdopted vLLMMay 13, 2026
Technographic scan detected vLLM in Canopy Logic's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo