Skip to contentDEMOSynthetic demo dataCRM simulatedAI deterministic demo modeNo external messages are ever sent
P8Monitor
Low fit or intent; no action recommended.
44/ 100D
Scores 44/100; strong fit (26.8/35); driven by Technology adoption, Executive hire. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Developer Tools | crm_import | 77% |
| Employees | 117 | demo_webscan | 74% |
| Headcount growth (12m) | 35% | — | — |
| Segment | Mid-Market | — | — |
| HQ | London | crm_import | 65% |
|
Developer Tools is a core ICP industry.
Company size7.8 / 12117 employees is within the target range (100–10,000) but outside the sweet spot.Geography4 / 8Headquartered in a secondary region (EMEA).Intent
- Technology adoption3.6 / 5Adopted Pinecone, observed 5 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 72% of 5 pts.
Timing
- Executive hire2.0 / 5Hired Zoe Haddad as Head of Machine Learning, observed 135 days ago. Confidence 88%, strength 0.75 (typical 0.75), 120-day half-life → 40% of 5 pts.
- Headcount growth3 / 3Headcount grew 34% in 12 months: rapid scaling.
Technical
- AI/ML team1.5 / 6Small AI/ML team (~6); may not feel reliability pain yet.
- LLM stack6 / 6Runs 3 LLM-stack technologies: LlamaIndex, Pinecone, Weights & Biases.
- Platform maturity1.5 / 3Production platform maturity: Datadog.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series B | demo_firmographics | 69% |
| AI/ML team | 6 | demo_hiring | 71% |
| Tech stack | DatadogDatadog LLM ObservabilityLlamaIndexPineconePostgreSQLSalesforceStripeWeights & Biases | 81% |
Last enriched — · record source demo_seed:crm_backfill
Tech AdoptionAdopted Pinecone5d ago
Technographic scan detected Pinecone in Birch IO's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo
Executive HireHired Zoe Haddad as Head of Machine LearningJun 5, 2026
Zoe Haddad joined Birch IO as Head of Machine Learning (DEMO people-movement feed).
demo_signal_feed · confidence 88% · strength 0.75 · demo
- closed lostBirch IO: Agent Reliability Platform$66,000Opened Jun 9, 2026 · Maya Lopez · source ICP: AI platform leaders (generic)