DolutechAI Blog
Cybersecurity insights, AI trends, and expert analysis to keep your business protected.
How SOC Model V1 Learns from Analysts: Human-in-the-Loop Architecture
Static SOCs degrade over time. Dolutech SOC Model V1 uses continuous human-in-the-loop active learning — a supervised data flywheel, not risky trial-and-error RL on threat decisions.
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Free SOC for Nonprofits Changing the World
NGOs are targeted 3× more often and 60% lack basic security budgets. Dolutech offers verified nonprofits full SOC AI Agent licensing at no cost.
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Dolutech Threat Network — Collective Defense Without Feed Noise
Community-validated threat intelligence from confirmed SOC hits and incidents — not raw public feeds that flood analysts with false positives.
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GDPR-Ready SOC for European SMEs
Immutable audit trails, retention policies, breach notification support, and data-subject rights — compliance built into SOC operations, not bolted on.
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MDR with Human-in-the-Loop — Without Building an Internal SOC
Managed detection and response 24/7 with autonomous AI — and human analysts when critical context demands validation before action.
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