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Lumen Works · GTMOSP8Monitor
Low fit or intent; no action recommended.
42/ 100D
Scores 42/100; strong technical (12.6/15); driven by Pricing page activity, Funding round, Usage threshold reached. Weak on intent, timing.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Fintech | demo_firmographics | 63% |
| Employees | 548 | demo_firmographics | 63% |
| Headcount growth (12m) | 11% | — | — |
| Segment | Enterprise | — | — |
| HQ | Sydney | demo_webscan | 89% |
/ 15
Fintech is an adjacent industry (half credit).
Company size12 / 12548 employees is inside the sweet spot (250–5,000).Geography0 / 8Region APAC is not currently served.Intent
- Pricing page activity3.0 / 7Viewed pricing 2 times in 7 days, observed 16 days ago. Confidence 95%, strength 0.70 (typical 0.70), 14-day half-life → 43% of 7 pts.
Timing
- Funding round2.4 / 7Raised $39M Series B, observed 124 days ago. Confidence 89%, strength 0.90 (typical 0.90), 90-day half-life → 34% of 7 pts.
- Headcount growth0.8 / 3Modest headcount growth (10%).
Technical
- AI/ML team3.6 / 6AI/ML org of ~29 engineers: meaningful but still growing.
- LLM stack6 / 6Runs 4 LLM-stack technologies: LlamaIndex, MLflow, Weaviate, pgvector.
- Platform maturity3 / 3Production platform maturity: Databricks, Kafka, Kubernetes, Snowflake.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
- Usage threshold reached1.7 / 3Crossed the free-tier trace volume threshold, observed 16 days ago. Confidence 98%, strength 0.90 (typical 0.90), 21-day half-life → 57% of 3 pts.
- Product signup0.7 / 2Created a free Sentinel workspace, observed 42 days ago. Confidence 97%, strength 0.60 (typical 0.60), 30-day half-life → 36% of 2 pts.
- Invited teammates0.8 / 2Invited teammates to the free workspace, observed 36 days ago. Confidence 97%, strength 0.70 (typical 0.70), 30-day half-life → 42% of 2 pts.
- Integration activated1.0 / 2Connected a production integration, observed 27 days ago. Confidence 97%, strength 0.80 (typical 0.80), 30-day half-life → 51% of 2 pts.
| Funding stage | Series B | crm_import | 83% |
| AI/ML team | 29 | demo_hiring | 67% |
| Tech stack | DatabricksGitHub ActionsKafkaKubernetesLlamaIndexMLflowReactSnowflakeWeaviateZendeskpgvector | 92% |
Last enriched Oct 27, 2025 · record source demo_seed:list_import
Pricing Page VisitViewed pricing 2 times in 7 days16d ago
2 pricing-page views from Uma Moreau's workspace in one week.
posthog · confidence 95% · strength 0.70 · demo
Usage ThresholdCrossed the free-tier trace volume threshold17d ago
250,000 traces in 30 days: above the free-tier limit (product-qualified account).
posthog · confidence 98% · strength 0.90 · demo
Integration ActivatedConnected a production integration28d ago
Connected the tracing SDK to a production model provider.
posthog · confidence 97% · strength 0.80 · demo
Teammate InvitedInvited teammates to the free workspace37d ago
Uma Moreau invited 2 teammate(s).
posthog · confidence 97% · strength 0.70 · demo
Product SignupCreated a free Sentinel workspace43d ago
Uma Moreau (Staff ML Engineer) created a free workspace (product event 'workspace_created').
posthog · confidence 97% · strength 0.60 · demo