Denis Stefan

Trustworthy AI for SOC Decision - Built on your expertise. Improves with every decision. Arcanna.ai builds trustworthy autonomy for security operations. Our platform automates human judgment — not replaces it — through two tightly connected layers: 🧠 Decision Layer (CPU) Learns from your analysts’ decisions to triage alerts in seconds with confidence thresholds, outlier guardrails, and full rollback control. Runs locally on CPU — no GPU or external LLM required. 🤖 Investigation Layer (GPU) Expands reasoning with grounded GenAI and agentic workflows. Built on top of the Decision Layer, it powers AI Assistants, investigation summaries, hypothesis validation, and report automation — all under the same approvals, scopes, and audit trails. Together, they deliver Decision-Driven Autonomy: explainable, reversible, and ready for regulated environments. Key Capabilities • Seconds-level decisions with explainable AI models • Confidence thresholds, drift detection & rollback • Agentic workflows grounded in verified decisions • Claude via AWS Bedrock + Arcanna fine-tuned models • Tenant-isolated, on-prem or private-cloud deployment • Full auditability: prompts, outputs, approvals logged Trusted by SOC and AIOps teams worldwide to reduce alert fatigue, accelerate investigations, and reclaim analyst hours — without compromising control. Every decision starts with trust. SOCs have Arcanna.