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Accounts / Beacon Systems
P8Monitor
Low fit or intent; no action recommended.
49/ 100C
Scores 49/100; strong fit (27.5/35); driven by AI/ML hiring surge, AI product launch. Weak on timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | E-commerce Software | crm_import | 74% |
| Employees | 1,596 | demo_firmographics | 78% |
| Headcount growth (12m) | 24% | — | — |
| Segment | Enterprise | — | — |
| HQ | Vancouver | demo_firmographics | 93% |
E-commerce Software is an adjacent industry (half credit).
Company size12 / 121,596 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge6.4 / 1019 open AI/ML roles, observed 26 days ago. Confidence 90%, strength 0.92 (typical 0.85), 45-day half-life → 64% of 10 pts.
- AI product launch5.6 / 9Launched Beacon Copilot, observed 27 days ago. Confidence 86%, strength 0.80 (typical 0.80), 60-day half-life → 63% of 9 pts.
Timing
- Headcount growth1.8 / 3Headcount grew 24% in 12 months.
Technical
- AI/ML team6 / 6AI/ML org of ~83 engineers (≥50): mature buyer.
- LLM stack0 / 6No LLM application stack detected in technographics.
- Platform maturity1.5 / 3Production platform maturity: AWS SageMaker.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series D+ | crm_import | 67% |
| AI/ML team | 83 | demo_hiring | 75% |
| Tech stack | AWS SageMakerGitHub Actions | 74% |
Last enriched Dec 17, 2025 · record source demo_seed:crm_backfill
AI Hiring Surge19 open AI/ML roles27d ago
19 open AI/ML engineering roles, up 167% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.92 · demo
AI Product LaunchLaunched Beacon Copilot28d ago
Beacon Systems launched Beacon Copilot, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 86% · strength 0.80 · demo