AI & Automation ✨

The Intelligence Layer Your
IT Operations Deserves

StackFlow's Agentic Cognitive Graph RAG combines a living knowledge graph, retrieval-augmented generation, and autonomous AI agents — powered by StackFlow AI Engine with Claude — to resolve incidents before humans even see them.

60%Autonomous Resolution
65%Faster MTTR
2.4MSignals/min
98%Routing Accuracy
How It Works

Ingest → Graph → Reason → Act

Four stages of autonomous intelligence — from raw signal to resolved incident, without human intervention.

1

Ingest

2.4M signals/min from alerts, logs, metrics, tickets, and cloud events — normalized and enriched in real-time.

2

Graph

Every signal mapped to the Graph Intelligence CMDB — connecting CIs, relationships, history, and impact paths.

3

Reason

The StackFlow AI Engine (Claude Sonnet/Opus) traverses the knowledge graph with RAG to generate context-aware resolution plans.

4

Act

AI agents execute remediation — restart services, update CMDB, route tickets, notify stakeholders. Zero-touch.

AI Agents

Meet your autonomous IT workforce

Three specialized AI agents, orchestrated by the Cognitive Graph RAG engine.

Active — Processing 247 incidents

IncidentAgent

Autonomously triages, correlates, and resolves incidents. Traverses the knowledge graph to find root cause, applies proven runbooks, and closes tickets — all within minutes.

Auto-resolution rate60%
Avg resolution time4.2 min
MTTR improvement65%
Powered by Claude Sonnet · StackFlow AI Engine
Active — 12 changes queued
🔄

ChangeAgent

Evaluates change risk against the CMDB graph, predicts blast radius, schedules optimal deployment windows, and automatically rolls back if anomalies are detected post-change.

Change failure reduction72%
Auto-approval rate68%
Rollback success99.8%
Powered by Claude Opus · StackFlow AI Engine
Active — Indexing knowledge base
🧠

KnowledgeAgent

Continuously indexes runbooks, KB articles, past incidents, and documentation. Surfaces contextually relevant solutions for every ticket — learning and improving continuously.

Knowledge retrieval accuracy96%
Documents indexedUnlimited
Query latency (p95)< 200ms
Powered by Claude Haiku · StackFlow AI Engine

See the AI agents in action

Watch IncidentAgent autonomously resolve a P2 incident — in your environment, live.