Skip to contentDEMOSynthetic demo dataCRM simulatedAI deterministic demo modeNo external messages are ever sent
P8Monitor
Low fit or intent; no action recommended.
53/ 100C
Scores 53/100; strong fit (27.5/35), technical (12.6/15), engagement (7.5/10); driven by Technology adoption, Invited teammates, Product signup. Weak on intent, timing.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Fintech | demo_webscan | 71% |
| Employees | 591 | crm_import | 92% |
| Headcount growth (12m) | 33% | — | — |
| Segment | Enterprise | — | — |
| HQ | Toronto | crm_import | 67% |
|
/ 15
Fintech is an adjacent industry (half credit).
Company size12 / 12591 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- Technology adoption2.4 / 5Adopted vLLM, observed 56 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 49% of 5 pts.
Timing
- Headcount growth3 / 3Headcount grew 32% in 12 months: rapid scaling.
Technical
- AI/ML team3.6 / 6AI/ML org of ~19 engineers: meaningful but still growing.
- LLM stack6 / 6Runs 3 LLM-stack technologies: Weights & Biases, pgvector, vLLM.
- Platform maturity3 / 3Production platform maturity: Kubernetes, Terraform, Vertex AI.
Engagement
- Sales engagement5 / 51 meeting(s) in the last 90 days.
- Product signup1.1 / 2Created a free Sentinel workspace, observed 25 days ago. Confidence 97%, strength 0.60 (typical 0.60), 30-day half-life → 54% of 2 pts.
- Invited teammates1.4 / 2Invited teammates to the free workspace, observed 13 days ago. Confidence 97%, strength 0.70 (typical 0.70), 30-day half-life → 71% of 2 pts.
| Funding stage | Series B | crm_import | 78% |
| AI/ML team | 19 | demo_hiring | 82% |
| Tech stack | KubernetesOktaPostgreSQLTerraformVertex AIWeights & BiasesZendeskpgvectorvLLM | 77% |
Last enriched May 6, 2026 · record source demo_seed:clay_table
Teammate InvitedInvited teammates to the free workspace14d ago
Emeka Sato invited 2 teammate(s).
posthog · confidence 97% · strength 0.70 · demo
Product SignupCreated a free Sentinel workspace26d ago
Emeka Sato (ML Engineer) created a free workspace (product event 'workspace_created').
posthog · confidence 97% · strength 0.60 · demo
Tech AdoptionAdopted vLLMAug 23, 2026
Technographic scan detected vLLM in Halcyon Works's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo