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Accounts / Meridian Dynamics
P8Monitor
Low fit or intent; no action recommended.
62/ 100B
Scores 62/100; strong fit (35/35), technical (15/15); driven by AI/ML hiring surge, AI product launch, Technology adoption. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | B2B SaaS | demo_webscan | 93% |
| Employees | 861 | demo_firmographics | 89% |
| Headcount growth (12m) | 16% | — | — |
| Segment | Enterprise | — | — |
| HQ | San Francisco | crm_import | 95% |
/ 15
B2B SaaS is a core ICP industry.
Company size12 / 12861 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge3.3 / 107 open AI/ML roles, observed 53 days ago. Confidence 90%, strength 0.72 (typical 0.85), 45-day half-life → 33% of 10 pts.
- AI product launch3.0 / 9Launched Meridian Copilot, observed 78 days ago. Confidence 83%, strength 0.80 (typical 0.80), 60-day half-life → 34% of 9 pts.
- Technology adoption1.4 / 5Adopted LlamaIndex, observed 123 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 29% of 5 pts.
Timing
- Headcount growth1.8 / 3Headcount grew 16% in 12 months.
Technical
- AI/ML team6 / 6AI/ML org of ~50 engineers (≥50): mature buyer.
- LLM stack6 / 6Runs 4 LLM-stack technologies: LlamaIndex, Ray, Weights & Biases, vLLM.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Kubernetes, Vertex AI.
Engagement
- Sales engagement2.5 / 51 repl(ies) in the last 90 days (not yet positive).
| Funding stage | Series B | crm_import | 94% |
| AI/ML team | 50 | demo_hiring | 72% |
| Tech stack | AWS SageMakerDatadog LLM ObservabilityHubSpotKubernetesLlamaIndexRayStripeVertex AIWeights & BiasesZendeskvLLM | 85% |
Last enriched 33d ago · record source demo_seed:clay_table
AI Hiring Surge7 open AI/ML rolesAug 26, 2026
7 open AI/ML engineering roles, up 137% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.72 · demo
AI Product LaunchLaunched Meridian CopilotAug 1, 2026
Meridian Dynamics launched Meridian Copilot, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 83% · strength 0.80 · demo
Tech AdoptionAdopted LlamaIndexJun 17, 2026
Technographic scan detected LlamaIndex in Meridian Dynamics's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo