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P8Monitor
Low fit or intent; no action recommended.
47/ 100C
Scores 47/100; strong fit (27.5/35), technical (10.8/15); driven by AI product launch, AI/ML hiring surge. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | E-commerce Software | crm_import | 67% |
| Employees | 624 | demo_webscan | 93% |
| Headcount growth (12m) | 19% | — | — |
| Segment | Enterprise | — | — |
| HQ | Austin | crm_import | 81% |
|
/ 15
E-commerce Software is an adjacent industry (half credit).
Company size12 / 12624 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge2.3 / 104 open AI/ML roles, observed 74 days ago. Confidence 90%, strength 0.67 (typical 0.85), 45-day half-life → 22% of 10 pts.
- AI product launch4.8 / 9Launched Lattice Assist, observed 47 days ago. Confidence 92%, strength 0.80 (typical 0.80), 60-day half-life → 53% of 9 pts.
Timing
- Headcount growth1.8 / 3Headcount grew 19% in 12 months.
Technical
- AI/ML team3.6 / 6AI/ML org of ~21 engineers: meaningful but still growing.
- LLM stack4.2 / 6Runs 2 LLM-stack technologies: Hugging Face, pgvector.
- Platform maturity3 / 3Production platform maturity: Kubernetes, Snowflake, Vertex AI.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series C | demo_webscan | 74% |
| AI/ML team | 21 | demo_hiring | 74% |
| Tech stack | HubSpotHugging FaceKubernetesPostgreSQLSalesforceSnowflakeVertex AIpgvector | 82% |
Last enriched Oct 2, 2025 · record source demo_seed:clay_table
AI Product LaunchLaunched Lattice AssistSep 1, 2026
Lattice IO launched Lattice Assist, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 92% · strength 0.80 · demo
AI Hiring Surge4 open AI/ML rolesAug 5, 2026
4 open AI/ML engineering roles, up 153% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.67 · demo