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Arc Works · GTMOSP8Monitor
Low fit or intent; no action recommended.
60/ 100B
Scores 60/100; strong fit (31/35); driven by AI/ML hiring surge, AI product launch, Pricing page activity. Weak on timing.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | B2B SaaS | demo_webscan | 89% |
| Employees | 1,698 | demo_webscan | 67% |
| Headcount growth (12m) | 28% | — | — |
| Segment | Enterprise | — | — |
| HQ | Berlin | demo_firmographics | 82% |
/ 15
B2B SaaS is a core ICP industry.
Company size12 / 121,698 employees is inside the sweet spot (250–5,000).Geography4 / 8Headquartered in a secondary region (EMEA).Intent
- AI/ML hiring surge9.8 / 1024 open AI/ML roles, observed 1 day ago. Confidence 90%, strength 0.95 (typical 0.85), 45-day half-life → 98% of 10 pts.
- AI product launch3.8 / 9Launched Arc Agent, observed 55 days ago. Confidence 80%, strength 0.80 (typical 0.80), 60-day half-life → 42% of 9 pts.
- Pricing page activity1.9 / 7Viewed pricing 3 times in 7 days, observed 25 days ago. Confidence 95%, strength 0.70 (typical 0.70), 14-day half-life → 27% of 7 pts.
Timing
- Headcount growth1.8 / 3Headcount grew 28% in 12 months.
- Expansion1.1 / 2Opened Berlin office, observed 64 days ago. Confidence 80%, strength 0.50 (typical 0.50), 120-day half-life → 55% of 2 pts.
Technical
- AI/ML team0 / 6AI/ML team size unknown.
- LLM stack2.4 / 6Runs 1 LLM-stack technologies: pgvector.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Kafka, Kubernetes.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
- Product signup1.6 / 2Created a free Sentinel workspace, observed 9 days ago. Confidence 97%, strength 0.60 (typical 0.60), 30-day half-life → 77% of 2 pts.
- Invited teammates1.7 / 2Invited teammates to the free workspace, observed 6 days ago. Confidence 97%, strength 0.70 (typical 0.70), 30-day half-life → 83% of 2 pts.
- Integration activated1.9 / 2Connected a production integration, observed 1 day ago. Confidence 97%, strength 0.80 (typical 0.80), 30-day half-life → 95% of 2 pts.
| Funding stage | Public | crm_import | 94% |
| Tech stack | AWS SageMakerKafkaKubernetesRedisSalesforceZendeskpgvector | 91% |
Last enriched May 27, 2026 · record source demo_seed:list_import
Integration ActivatedConnected a production integration1d ago
Connected the tracing SDK to a production model provider.
posthog · confidence 97% · strength 0.80 · demo
AI Hiring Surge24 open AI/ML roles2d ago
24 open AI/ML engineering roles, up 87% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.95 · demo
Teammate InvitedInvited teammates to the free workspace7d ago
Diego Bose invited 2 teammate(s).
posthog · confidence 97% · strength 0.70 · demo
Product SignupCreated a free Sentinel workspace10d ago
Diego Bose (Head of Machine Learning) created a free workspace (product event 'workspace_created').
posthog · confidence 97% · strength 0.60 · demo
Pricing Page VisitViewed pricing 3 times in 7 days25d ago
3 pricing-page views from Diego Bose's workspace in one week.
posthog · confidence 95% · strength 0.70 · demo