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P8Monitor
Low fit or intent; no action recommended.
46/ 100C
Scores 46/100; strong fit (27.5/35), technical (15/15); driven by Technology adoption, Expansion. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Fintech | demo_webscan | 84% |
| Employees | 1,335 | demo_webscan | 80% |
| Headcount growth (12m) | 29% | — | — |
| Segment | Enterprise | — | — |
| HQ | Toronto | demo_firmographics | 92% |
/ 15
Fintech is an adjacent industry (half credit).
Company size12 / 121,335 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- Technology adoption1.1 / 5Adopted Weaviate, observed 153 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 23% of 5 pts.
Timing
- Headcount growth1.8 / 3Headcount grew 29% in 12 months.
- Expansion0.8 / 2Opened Austin office, observed 130 days ago. Confidence 80%, strength 0.50 (typical 0.50), 120-day half-life → 38% of 2 pts.
Technical
- AI/ML team6 / 6AI/ML org of ~99 engineers (≥50): mature buyer.
- LLM stack6 / 6Runs 6 LLM-stack technologies: Anthropic, LangChain, LlamaIndex, MLflow, Weaviate, pgvector.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Databricks, Datadog, Kafka, Kubernetes, Vertex AI.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series B | demo_firmographics | 89% |
| AI/ML team | 99 | demo_hiring | 84% |
| Tech stack | AWS SageMakerAnthropicDatabricksDatadogHubSpotKafkaKubernetesLangChainLlamaIndexMLflowPostgreSQLSegmentVertex AIWeaviatepgvector | 64% |
Last enriched — · record source demo_seed:clay_table
ExpansionOpened Austin officeJun 10, 2026
Quill Stack announced a new office in Austin (DEMO).
demo_signal_feed · confidence 80% · strength 0.50 · demo
Tech AdoptionAdopted WeaviateMay 18, 2026
Technographic scan detected Weaviate in Quill Stack's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo