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Accounts / Topaz Networks
P8Monitor
Low fit or intent; no action recommended.
64/ 100B
Scores 64/100; strong fit (27.5/35), technical (12.6/15); driven by AI product launch, Relevant job posting, Funding round.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Fintech | demo_firmographics | 68% |
| Employees | 253 | crm_import | 76% |
| Headcount growth (12m) | 39% | — | — |
| Segment | Mid-Market | — | — |
| HQ | New York | crm_import | 78% |
|
/ 15
Fintech is an adjacent industry (half credit).
Company size12 / 12253 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI product launch6.3 / 9Launched Topaz Assist, observed 26 days ago. Confidence 95%, strength 0.80 (typical 0.80), 60-day half-life → 70% of 9 pts.
- Relevant job posting5.0 / 6Posted: Staff Engineer, LLM Evaluation, observed 1 day ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 83% of 6 pts.
Timing
- Funding round4.4 / 7Raised $51M Series B, observed 57 days ago. Confidence 97%, strength 0.90 (typical 0.90), 90-day half-life → 63% of 7 pts.
- Headcount growth3 / 3Headcount grew 39% in 12 months: rapid scaling.
Technical
- AI/ML team3.6 / 6AI/ML org of ~16 engineers: meaningful but still growing.
- LLM stack6 / 6Runs 5 LLM-stack technologies: Anthropic, Hugging Face, LlamaIndex, OpenAI, Weaviate.
- Platform maturity3 / 3Production platform maturity: Databricks, Kafka.
Engagement
- Sales engagement5 / 51 meeting(s) in the last 90 days.
| Funding stage | Series A | demo_webscan | 91% |
| AI/ML team | 16 | demo_hiring | 85% |
| Tech stack | AnthropicDatabricksDatadog LLM ObservabilityGitHub ActionsHubSpotHugging FaceKafkaLlamaIndexOpenAIWeaviateZendesk | 89% |
Last enriched Jul 5, 2026 · record source demo_seed:crm_backfill
Job PostingPosted: Staff Engineer, LLM Evaluation1d ago
Job posting 'Staff Engineer, LLM Evaluation' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
AI Product LaunchLaunched Topaz Assist27d ago
Topaz Networks launched Topaz Assist, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 95% · strength 0.80 · demo
Funding RoundRaised $51M Series BAug 22, 2026
Topaz Networks raised a $51M Series B led by Northfield Capital (fictional investor, DEMO feed).
demo_signal_feed · confidence 97% · strength 0.90 · demo