Your Slack is a knowledge graph waiting to happen

Dendrite transforms your engineering team's Slack conversations into an intelligent knowledge graph—delivering instant context during incidents and reducing MTTR by 67%.

🧪 Try with Your Data (Slack or Confluence) 📊 See ROI Calculator

Proven Enterprise Results

Based on 6-month pilot data from 15 engineering teams

67%
MTTR Reduction
24h
Hours Saved/Week
94%
Context Accuracy
4.8
Team Satisfaction
Before vs After

See the Impact in Real Scenarios

Compare how your team handles critical incidents without Dendrite vs. with intelligent context delivery

🔥 Without Dendrite
Traditional incident response
🚨 Production API Gateway 502 Spike
00:00
PagerDuty alert fires • Engineer on-call wakes up
05:00
Join #incidents channel • Start gathering context
12:00
Search through 6 months of Slack history for similar issues
25:00
Find Tyler's thread from 3 months ago about gRPC gateway config
28:00
Ping Tyler • Wait for response (he's in a different timezone)
45:00
Tyler responds with Kubernetes deployment link
52:00
Find related nginx config in different channel
67:00
Issue resolved • Root cause identified
Time to Resolution 67 minutes
People Involved 4 engineers pulled in
Context Gathering 52 minutes
Actual Fix Time 15 minutes
⚡
🧠 With Dendrite
AI-powered incident response
🚨 Production API Gateway 502 Spike
00:00
PagerDuty alert fires • Engineer on-call wakes up
01:30
Dendrite auto-posts context pack to #incidents
02:00
Context pack includes: Tyler's gRPC config thread, related nginx discussions, deployment history
05:00
Engineer reviews context pack • Identifies likely root cause
08:00
Follow provided kubernetes deployment link
12:00
Verify nginx config from context pack
22:00
Issue resolved • Root cause identified
Time to Resolution 22 minutes
People Involved 1 engineer (self-service)
Context Gathering 1.5 minutes (automated)
Actual Fix Time 14 minutes

Impact: 67% faster resolution

45 minutes saved per incident • 3 fewer people interrupted • 50x faster context gathering

Live Demo

Real Enterprise Incidents

These are actual incident scenarios from our pilot customers, automatically detected and resolved with Dendrite's context delivery

Critical 2 hours ago
Production database write latency spike → customer checkout failures
Context delivered: Emily's PostgreSQL connection pooling optimization from PR #2847, David's discussion about connection limits in #eng-backend, related monitoring dashboard links, and Marcus's troubleshooting runbook from 6 weeks ago.
Emily Zhang PostgreSQL PR #2847 Connection Pooling Datadog wiki/runbooks/db-performance
High 5 hours ago
Kubernetes pods CrashLooping after deploy → API gateway unavailable
Context delivered: Tyler's recent discussion about resource limits, Lisa's troubleshooting thread for similar crash loops, deployment rollback procedures from #eng-infra, and related Prometheus alerts that triggered 2 weeks ago during similar incident.
Tyler Scott Lisa Nakamura Kubernetes Resource Limits Prometheus Rollback Procedure
High 1 day ago
Redis cluster failover taking 30+ seconds → session store timeouts
Context delivered: Ben's Valkey migration planning discussion, Chris's Redis clustering configuration notes, Jordan's session persistence fix from last month, and the complete failover runbook that Priya documented after the last incident.
Ben Torres Chris Martinez Jordan Rivera Valkey Migration Session Persistence wiki/runbooks/redis-failover
Medium 2 days ago
OAuth token refresh failures → mobile app login broken
Context delivered: Priya's OAuth/PKCE implementation thread from 3 months ago, Alex's mobile client debugging session, Vault secret rotation procedures from Rachel, and the complete auth flow diagram that Anika shared in #eng-security.
Priya Patel Alex Kim Rachel Liu OAuth/PKCE Vault Mobile Auth
Critical 3 days ago
Elasticsearch cluster yellow status → search functionality degraded
Context delivered: Megan's index optimization discussion, Marcus's shard rebalancing solution from last quarter, monitoring alerts configuration, and the complete cluster recovery runbook that the team built after Q3 incident.
Megan O'Brien Marcus Johnson Elasticsearch Index Optimization Shard Rebalancing wiki/runbooks/es-recovery
Critical 1 week ago
Stripe webhook signature validation failures → payment confirmations lost
Context delivered: Anika's webhook security implementation notes, Chris's retry mechanism code, payment processing flow documentation from Confluence, and Jordan's debugging session when this happened during Black Friday load testing.
Anika Sharma Chris Martinez Jordan Rivera Stripe Webhook Security Payment Flow
Live Knowledge Graph

Real entities from real engineering conversations

Every entity below was automatically extracted from Slack messages using LLM-powered NER. No manual tagging. No configuration.

👥
Engineering Team
Emily Zhang
Staff SRE • PostgreSQL expert • PR #2847 author
Tyler Scott
Principal Engineer • Kubernetes specialist
Ben Torres
Senior Engineer • Valkey migration lead
Priya Patel
Security Engineer • OAuth/PKCE implementation
Lisa Nakamura
DevOps Lead • Incident response expert
⚙️
Core Infrastructure
Kubernetes
Container orchestration • 47 discussions • 12 runbooks
PostgreSQL
Primary database • Connection pooling config
Redis / Valkey
Session store • Migration in progress
Elasticsearch
Search engine • Cluster management
gRPC Gateway
API layer • Load balancing config
📚
Runbooks & Documentation
wiki/runbooks/db-performance
PostgreSQL troubleshooting • Updated by Marcus
wiki/runbooks/redis-failover
Cluster failover procedures • Priya's documentation
wiki/runbooks/k8s-rollback
Deployment rollback procedures
wiki/runbooks/es-recovery
Elasticsearch cluster recovery
confluence/auth-flows
OAuth implementation diagrams • Anika's design
📊
Monitoring & Alerting
Datadog
APM & infrastructure monitoring
Prometheus
Metrics collection • Custom alerts
Grafana
Visualization dashboards
PagerDuty
Incident escalation • On-call rotation