Institutional memory.
Always available.
Every deal, every client, every conversation — captured, connected, searchable.
Your best salesperson leaves and takes 3 years of client relationships with them. A supplier changes pricing and nobody catches it. Kanister makes sure nothing falls through the cracks.
Lost knowledge costs real money.
Lost deal context
Your VP of Sales leaves. Three years of supplier relationships, pricing negotiations, and client preferences walk out the door. The replacement starts blind.
Scattered intelligence
Critical details live in Slack threads, email chains, WhatsApp groups, and Zoom calls. Nobody can find anything when they need it.
Contradictions unnoticed
A supplier quotes one price on Monday and another on Thursday. A client changes requirements mid-project. Nobody catches the conflict.
Built for how your team actually works.
Multi-source ingestion
Automatically captures from Telegram, Gmail, Slack, WhatsApp, Teams, and file uploads. Configurable sync schedules per source.
Entity intelligence
Auto-extracts people, companies, deals, products, amounts, and dates. Builds a knowledge graph linking every interaction across every source.
Semantic search
"What did Kevin say about FE pricing in March?" — instant results with source, date, and confidence score. Hybrid vector + BM25 + graph search.
Plugs into your existing stack.
API-first design. If your tools can send data, Kanister can consume it.
Messaging
Telegram, Slack, WhatsApp, Microsoft Teams — all conversations captured on configurable schedules.
Gmail with OAuth2. Thread-aware ingestion. Configurable from hourly to daily sync.
Webhooks
n8n, Zapier, custom scripts — push data in from any automation platform via REST or webhooks.
AI Agents
MCP server with 10 tools. Claude Code, Cursor, custom agents — they query and store memories automatically.
Documents
PDF, DOCX, images with OCR. Drop files in or upload via API. Full text extraction and search.
REST API
55+ endpoints. Full CRUD, search, ingestion, entity management, timeline, and analytics. JSON responses, consistent errors.
How teams use Kanister.
Sales & Procurement
Never lose a pricing detail, supplier commitment, or negotiation position again. Every conversation is searchable by person, deal, or topic.
- Track pricing changes across suppliers over time
- Recall any client requirement from any conversation
- Auto-extract action items and commitments
Operations
Multi-team, multi-channel operations where details live in 6 different apps. Kanister unifies it all into one searchable brain.
- Cross-source search: Telegram + email + Slack in one query
- Entity tracking: people, companies, deals, locations
- Contradiction detection: flags conflicting information
AI-Powered Teams
Your AI agents share the same memory. Claude Code sessions, custom bots, n8n workflows — all reading and writing to one knowledge base.
- MCP server: any agent tool gets memory access
- Session tracking: start/end work sessions
- Proactive context: agents suggest relevant memories
Get Kanister for your team.
Self-hosted or managed. API-first. Integrates with your existing tools in minutes.
- Self-hosted on your infrastructure
- API + MCP access for your AI agents
- Multi-source ingestion from all communication channels
- Entity tracking and knowledge graph