Skip to contentDEMOSynthetic demo dataCRM simulatedAI deterministic demo modeNo external messages are ever sent
P8Monitor
Low fit or intent; no action recommended.
52/ 100C
Scores 52/100; strong fit (26.8/35); driven by AI product launch, Relevant job posting, Technology adoption. Weak on timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Developer Tools | demo_webscan | 92% |
| Employees | 170 | crm_import | 77% |
| Headcount growth (12m) | 19% | — | — |
| Segment | Mid-Market | — | — |
| HQ | London | demo_webscan | 93% |
/ 15
Developer Tools is a core ICP industry.
Company size7.8 / 12170 employees is within the target range (100–10,000) but outside the sweet spot.Geography4 / 8Headquartered in a secondary region (EMEA).Intent
- AI product launch8.1 / 9Launched Nimbus Assist, observed 4 days ago. Confidence 95%, strength 0.80 (typical 0.80), 60-day half-life → 90% of 9 pts.
- Relevant job posting3.6 / 6Posted: Applied Scientist, Model Evaluation, observed 14 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 61% of 6 pts.
- Technology adoption2.6 / 5Adopted LangChain, observed 45 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 53% of 5 pts.
Timing
- Headcount growth1.8 / 3Headcount grew 18% in 12 months.
Technical
- AI/ML team1.5 / 6Small AI/ML team (~9); may not feel reliability pain yet.
- LLM stack6 / 6Runs 3 LLM-stack technologies: Hugging Face, LangChain, Ray.
- Platform maturity1.5 / 3Production platform maturity: Databricks.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series B | demo_firmographics | 92% |
| AI/ML team | 9 | demo_hiring | 87% |
| Tech stack | ArizeDatabricksHubSpotHugging FaceLangChainRaySalesforceZendesk | 65% |
Last enriched Aug 8, 2026 · record source demo_seed:clay_table
AI Product LaunchLaunched Nimbus Assist4d ago
Nimbus IO launched Nimbus Assist, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 95% · strength 0.80 · demo
Job PostingPosted: Applied Scientist, Model Evaluation15d ago
Job posting 'Applied Scientist, Model Evaluation' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
Tech AdoptionAdopted LangChainSep 3, 2026
Technographic scan detected LangChain in Nimbus IO's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo