Skip to contentDEMOSynthetic demo dataCRM simulatedAI deterministic demo modeNo external messages are ever sent
Accounts / Beacon Dynamics
P8Monitor
Low fit or intent; no action recommended.
62/ 100B
Scores 62/100; strong fit (35/35), technical (12.6/15); driven by AI/ML hiring surge, AI product launch, Executive hire. Weak on timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | AI/ML Platforms | demo_webscan | 95% |
| Employees | 314 | demo_webscan | 94% |
| Headcount growth (12m) | 28% | — | — |
| Segment | Mid-Market | — | — |
| HQ | Boston | crm_import | 88% |
/ 15
AI/ML Platforms is a core ICP industry.
Company size12 / 12314 employees is inside the sweet spot (250–5,000).Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge5.6 / 107 open AI/ML roles, observed 19 days ago. Confidence 90%, strength 0.72 (typical 0.85), 45-day half-life → 56% of 10 pts.
- AI product launch3.0 / 9Launched Beacon Insights AI, observed 86 days ago. Confidence 91%, strength 0.80 (typical 0.80), 60-day half-life → 34% of 9 pts.
- Technology adoption1.5 / 5Adopted Anthropic, observed 122 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 29% of 5 pts.
Timing
- Executive hire2.3 / 5Hired Priyanka Kaur as Head of Machine Learning, observed 115 days ago. Confidence 88%, strength 0.75 (typical 0.75), 120-day half-life → 45% of 5 pts.
- Headcount growth1.8 / 3Headcount grew 28% in 12 months.
Technical
- AI/ML team3.6 / 6AI/ML org of ~25 engineers: meaningful but still growing.
- LLM stack6 / 6Runs 5 LLM-stack technologies: Anthropic, LangChain, MLflow, OpenAI, vLLM.
- Platform maturity3 / 3Production platform maturity: Kafka, Kubernetes.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series B | demo_firmographics | 94% |
| AI/ML team | 25 | demo_hiring | 75% |
| Tech stack | AnthropicGitHub ActionsKafkaKubernetesLangChainLangSmithMLflowOpenAIReactZendeskvLLM | 84% |
Last enriched Jun 17, 2026 · record source demo_seed:crm_backfill
AI Hiring Surge7 open AI/ML roles20d ago
7 open AI/ML engineering roles, up 42% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.72 · demo
AI Product LaunchLaunched Beacon Insights AIJul 24, 2026
Beacon Dynamics launched Beacon Insights AI, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 91% · strength 0.80 · demo
Executive HireHired Priyanka Kaur as Head of Machine LearningJun 25, 2026
Priyanka Kaur joined Beacon Dynamics as Head of Machine Learning (DEMO people-movement feed).
demo_signal_feed · confidence 88% · strength 0.75 · demo
Tech AdoptionAdopted AnthropicJun 18, 2026
Technographic scan detected Anthropic in Beacon Dynamics's stack (DEMO).
demo_signal_feed · confidence 75% · strength 0.60 · demo