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Accounts / Birch Robotics
P8Monitor
Low fit or intent; no action recommended.
54/ 100C
Scores 54/100; strong fit (31/35); driven by AI product launch, Funding round, Relevant job posting. Weak on timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | B2B SaaS | crm_import | 91% |
| Employees | 289 | demo_webscan | 84% |
| Headcount growth (12m) | 20% | — | — |
| Segment | Mid-Market | — | — |
| HQ | Dublin | demo_webscan | 64% |
/ 15
B2B SaaS is a core ICP industry.
Company size12 / 12289 employees is inside the sweet spot (250–5,000).Geography4 / 8Headquartered in a secondary region (EMEA).Intent
- AI product launch8.2 / 9Launched Birch Agent, observed 2 days ago. Confidence 94%, strength 0.80 (typical 0.80), 60-day half-life → 91% of 9 pts.
- Relevant job posting2.4 / 6Posted: Staff Engineer, LLM Evaluation, observed 31 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 41% of 6 pts.
Timing
- Funding round3.2 / 7Raised $27M Series B, observed 97 days ago. Confidence 98%, strength 0.90 (typical 0.90), 90-day half-life → 46% of 7 pts.
- Headcount growth1.8 / 3Headcount grew 20% in 12 months.
Technical
- AI/ML team3.6 / 6AI/ML org of ~13 engineers: meaningful but still growing.
- LLM stack2.4 / 6Runs 1 LLM-stack technologies: Hugging Face.
- Platform maturity1.5 / 3Production platform maturity: Datadog.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series B | crm_import | 70% |
| AI/ML team | 13 | demo_hiring | 85% |
| Tech stack | DatadogGitHub ActionsHugging Face | 89% |
Last enriched Feb 20, 2026 · record source demo_seed:list_import
AI Product LaunchLaunched Birch Agent3d ago
Birch Robotics launched Birch Agent, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 94% · strength 0.80 · demo
Job PostingPosted: Staff Engineer, LLM Evaluation32d ago
Job posting 'Staff Engineer, LLM Evaluation' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
Funding RoundRaised $27M Series BJul 13, 2026
Birch Robotics raised a $27M Series B led by Lattice Partners (fictional investor, DEMO feed).
demo_signal_feed · confidence 98% · strength 0.90 · demo