How context flows through MemLab

01 · Connect

E-commerce systems

• Commerce

  • Shopify
  • Amazon
  • TikTok Shop

• Marketing

  • Meta Ads
  • Google Ads
  • Klaviyo

• Support

  • Gorgias
  • Zendesk
  • Trustpilot

• Analytics

  • GA4
  • BigQuery
  • Snowflake

• Knowledge

  • Notion
  • Confluence
  • Google Drive

02 · Organize

Open & portable context

MemLab Company brain

• AI-ready memory & knowledge graph

• Grounded & versioned truth

• Agent skills & procedures

03 · Serve

Interfaces & agents

• AI assistants

  • Claude
  • ChatGPT
  • Microsoft Copilot

• Tools

  • Slack
  • Microsoft Teams
  • Gmail

• Browsers

  • Google Chrome
  • Microsoft Edge
  • Firefox

• Vertical agents

  • Customer insights agent
  • Support agent
  • Growth agent

Every source connects over MCP and the write API today — and every agent reads over the same open surfaces, with every answer carrying the sources it came from.