SAIBA Brain: Company memory for teams and agents
Agent work gets weak when every new tool starts without memory. Conversations, meetings, customer context, and decisions disappear into chat history.
SAIBA Brain organizes that knowledge into a system both humans and agents can use.
The challenge
Context lived across Slack, notes, meetings, and repositories. That made the next agent session slower and increased the risk of repeating decisions or misunderstanding customer context.
The solution
The brain layer uses markdown as source, structures knowledge into people, companies, deals, meetings, projects, and concepts, and makes it searchable with citation-friendly context.
What changed
The team can work more continuously. Agents get better starting context, and website, CRM, and playbook work can draw from the same documented knowledge.
Technologies
| Technology | Usage |
|---|---|
| gbrain | Memory engine and search |
| Markdown | Readable source of truth |
| GitHub | Version history and collaboration |
Services delivered by SAIBA
- • Knowledge architecture
- • Agent memory setup
- • Playbook structure
- • Search and citation flow
Want to give your AI work a shared memory?
Book a free AI action plan
Palmes automates dataflow and sharpens focus on growth
1664 x Messyweekend Physical products meet digital ownership
NEAR Protocol: Blockchain data accessible to all via MCP
NEARWEEK: AI-driven content automation with verifiable inference
SHIPCAST: From repository to product walkthrough
SAIBA Audit: AI readiness as a reviewable system
SAIBA Connectors: One layer for source systems and agents
SAIBA Brain: Company memory for teams and agents
SAIBA Stack: Agent work as daily operations
SAIBA CLI: One command surface for AI workflows
Market AI Agent: Marketplace workflows through chat
NEARWEEK Intelligence Network: Sources, agents, and MCP in one flow
NEARWEEK News Infrastructure: Ecosystem publishing as a system
AI Driver's License Program: From uncertainty to daily AI use in 4 hours
Quick Wins with AI: Find where AI can save you 10+ hours per week
Ongoing AI Consulting Packages: Continuous AI support that scales with your needs