Sentinel AI Agent Fleet
Enterprise multi-agent autonomous system streamlining customer intelligence, incident triage, and real-time operations.
DISCIPLINES & SERVICES
Standard LLMs produce hallucinations and lack strict deterministic guardrails. Sentinel needed an autonomous system that could be trusted to make operational API calls, parse complex log formats, and adhere strictly to enterprise compliance guidelines.
- ▪High hallucination risk when handling edge-case system logs and customer queries.
- ▪Latency constraints requiring response generation under 150 milliseconds.
- ▪Data privacy mandates prohibiting sensitive customer PII from being sent to public third-party endpoints.
“Sentinel required an enterprise-ready multi-agent automation platform capable of ingesting raw unstructured telemetry, diagnosing root causes, and executing safe remedial actions in real time without human fatigue.”
Eliminating hallucinations in mission-critical operations
Standard LLMs produce hallucinations and lack strict deterministic guardrails. Sentinel needed an autonomous system that could be trusted to make operational API calls, parse complex log formats, and adhere strictly to enterprise compliance guidelines.
High hallucination risk when handling edge-case system logs and customer queries.
Latency constraints requiring response generation under 150 milliseconds.
Data privacy mandates prohibiting sensitive customer PII from being sent to public third-party endpoints.
Complex orchestration needed between multiple specialized domain sub-agents.
Deterministic multi-agent hierarchy with local privacy guardrails
HashKoda designed a LangGraph-powered hierarchical agent fleet with dedicated validation supervisor nodes, local vector memory indexing, and strict regex-level safety classifiers.
82% faster triage and 1,400+ hours saved per month
Core Technologies & Frameworks
Fintech Cloud Defense Grid
Comprehensive cloud security hardening, red-team penetration testing, and SOC 2 Type II readiness for a global payment gateway.