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Accounts / Tandem Security
P8Monitor
Low fit or intent; no action recommended.
61/ 100B
Scores 61/100; strong fit (31/35), technical (15/15); driven by AI/ML hiring surge, AI product launch, Relevant job posting. Weak on timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | AI/ML Platforms | demo_webscan | 88% |
| Employees | 722 | demo_firmographics | 87% |
| Headcount growth (12m) | 36% | — | — |
| Segment | Enterprise | — | — |
| HQ | Stockholm | demo_firmographics | 89% |
/ 15
AI/ML Platforms is a core ICP industry.
Company size12 / 12722 employees is inside the sweet spot (250–5,000).Geography4 / 8Headquartered in a secondary region (EMEA).Intent
- AI/ML hiring surge4.5 / 1012 open AI/ML roles, observed 41 days ago. Confidence 90%, strength 0.80 (typical 0.85), 45-day half-life → 45% of 10 pts.
- AI product launch3.7 / 9Launched Tandem Autopilot, observed 60 days ago. Confidence 83%, strength 0.80 (typical 0.80), 60-day half-life → 41% of 9 pts.
- Relevant job posting1.3 / 6Posted: AI Reliability Engineer, observed 58 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 22% of 6 pts.
Timing
- Headcount growth3 / 3Headcount grew 36% in 12 months: rapid scaling.
Technical
- AI/ML team6 / 6AI/ML org of ~63 engineers (≥50): mature buyer.
- LLM stack6 / 6Runs 4 LLM-stack technologies: LlamaIndex, MLflow, Pinecone, Weaviate.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Databricks, Kubernetes.
Engagement
- Sales engagement2.5 / 51 repl(ies) in the last 90 days (not yet positive).
| Funding stage | Series B | demo_webscan | 91% |
| AI/ML team | 63 | demo_hiring | 83% |
| Tech stack | AWS SageMakerDatabricksKubernetesLlamaIndexMLflowOktaPineconeSalesforceWeaviateZendesk | 90% |
Last enriched Sep 2, 2026 · record source demo_seed:clay_table
AI Hiring Surge12 open AI/ML roles42d ago
12 open AI/ML engineering roles, up 55% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.80 · demo
Job PostingPosted: AI Reliability EngineerAug 21, 2026
Job posting 'AI Reliability Engineer' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
AI Product LaunchLaunched Tandem AutopilotAug 19, 2026
Tandem Security launched Tandem Autopilot, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 83% · strength 0.80 · demo