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Accounts / Spruce Metrics
P8Monitor
Low fit or intent; no action recommended.
51/ 100C
Scores 51/100; strong fit (27.5/35), technical (11.4/15); driven by AI/ML hiring surge, Relevant job posting, Technology adoption. Weak on timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | E-commerce Software | demo_firmographics | 64% |
| Employees | 1,898 | demo_firmographics | 88% |
| Headcount growth (12m) | 35% | — | — |
| Segment | Enterprise | — | — |
| HQ | Vancouver | demo_firmographics | 78% |
/ 15
E-commerce Software is an adjacent industry (half credit).
Company size12 / 121,898 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge6.5 / 1015 open AI/ML roles, observed 20 days ago. Confidence 90%, strength 0.85 (typical 0.85), 45-day half-life → 65% of 10 pts.
- Relevant job posting1.9 / 6Posted: Staff Engineer, LLM Evaluation, observed 43 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 31% of 6 pts.
- Technology adoption1.1 / 5Adopted OpenAI, observed 164 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 21% of 5 pts.
Timing
- Headcount growth3 / 3Headcount grew 35% in 12 months: rapid scaling.
Technical
- AI/ML team6 / 6AI/ML org of ~82 engineers (≥50): mature buyer.
- LLM stack2.4 / 6Runs 1 LLM-stack technologies: Anthropic.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Datadog.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series D+ | demo_webscan | 80% |
| AI/ML team | 82 | demo_hiring | 85% |
| Tech stack | AWS SageMakerAnthropicDatadog | 86% |
Last enriched Aug 23, 2026 · record source demo_seed:crm_backfill
AI Hiring Surge15 open AI/ML roles21d ago
15 open AI/ML engineering roles, up 55% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.85 · demo
Job PostingPosted: Staff Engineer, LLM Evaluation44d ago
Job posting 'Staff Engineer, LLM Evaluation' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
Tech AdoptionAdopted OpenAIMay 7, 2026
Technographic scan detected OpenAI in Spruce Metrics's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo