Knowledge Sharing & Team Automation
One AI That Knows Your Entire Infrastructure
Stop losing tribal knowledge when people leave. Argos indexes your runbooks, wikis, Slack history, and post-mortems — then makes that knowledge available to every team member through a single AI conversation.
The Knowledge Problem
🚪 People Leave, Knowledge Leaves
The senior engineer who knew why that cron job runs at 3:17am quit last month. Nobody knows. The documentation doesn't exist.
→ Argos indexes everything and remembers across conversations.
🐌 Slow Onboarding
New team members take months to become effective. They don't know the architecture, the gotchas, or the tribal knowledge that's scattered across Slack threads.
→ New members ask Argos and get answers grounded in your docs.
📋 Outdated Runbooks
Your Confluence has 200 runbooks. Half are outdated, a quarter are wrong, and nobody knows which ones to trust. People stop reading them.
→ Argos searches them contextually and cross-references with live state.
Knowledge Base That Actually Gets Used
📥 Index Everything
Upload PDFs and Markdown, or auto-sync from Confluence, Notion, GitLab Wiki, GitHub Wiki, Jira, Slack channels, Google Drive, and SharePoint. Hourly sync keeps content fresh.
🔍 Hybrid Search
BGE-M3 embeddings (1024-dim) with pgvector. Dense vector search + BM25 keyword search. HNSW indexing for sub-millisecond retrieval. The AI finds relevant docs even with imprecise queries.
🧠 Agent Memory
Persistent key-value store per organization. Argos remembers context across conversations: "Last time we had this error, it was caused by the Redis connection pool limit." That memory persists for the whole team.
💬 Chat Where You Work
Argos lives in Slack, Teams, Discord, Jira, and Confluence. Ask questions in your team channel. Map channels to specific personas and connector sets. Thread-aware for follow-up questions.
What Teams Use It For
🆕 Onboarding
"How do I deploy to staging?" → Argos finds the deploy runbook, shows the commands, and explains the env-specific gotchas from team Slack history.
🔥 Incident Response
"We've seen this error before" → Argos finds the post-mortem, checks if the same fix applies, and correlates with current metrics.
📊 Live Dashboards
"Show me the SLA metrics for Q1" → Argos queries your monitoring data and generates shareable ECharts dashboards in seconds.
📝 Status Reports
Weekly health notebooks auto-generate infrastructure status reports. Pin them to dashboards, share with management, track trends over months.
Your Team's Collective Memory, Amplified
Knowledge base, AI memory, bot integrations. One agent that knows your entire infrastructure and documentation.