Integrate
Embed CrowdSmart where decisions already happen — API, MCP, Slack, Teams, WhatsApp, Notion. Create a Knowledge Agent in four calls. Turn a chat thread into a structured session without losing the ideas that started it.
Access layer
Create sessions, agents, and Knowledge Models. Embed them in workflows, community apps, and decision-support systems.
Connect Claude Desktop, Cursor, and Windsurf at /mcp/sse. Bring CrowdSmart into the agent loop your developers already use.
Transform a chat conversation into action-oriented collective reasoning without leaving the channel where the work started.
Curate threads into seed propositions — informal discussion becomes structured evaluation without losing the originating ideas.
Knowledge Agent in four calls
Documents are chunked and embedded with nomic-embed-text-v1.5 locally. Read-only endpoints are free. Interactive docs live at /docs.
# 1. Create an agent
curl -X POST https://csgcip.onrender.com/api/agents \
-H "Authorization: Bearer $TOKEN" \
-d '{"name":"Contracts Authority","subtype":"knowledge"}'
# 2. Upload a corpus
curl -X POST https://csgcip.onrender.com/api/agents/$ID/documents \
-F "file=@policy.pdf"
# 3. Publish
curl -X POST https://csgcip.onrender.com/api/agents/$ID/publish
# 4. Query with citations
curl -X POST https://csgcip.onrender.com/api/agents/$ID/query \
-d '{"question":"What is our retention policy?","mode":"strict"}'Chat-to-Session
Curate threads from Slack, Teams, WhatsApp, or Notion into seed propositions. The ideas that started the conversation become the starting point of a Collective Reasoning session — not a discarded transcript.
Select messages; the system turns them into attributable propositions ready for peer review.
Configure participants, agents, and prompts around the seeded content, then invite from the same workspace.
Confidence score, ranked reasoning, and audit trail land back where the team already works.
What you can build
Create and launch Collective Reasoning sessions through the REST API. Embed them in workflows, partner apps, and decision-support systems.
Spin up Knowledge Agents, invite them into sessions, or set several agents — each a vertical unit of expertise — to reason together.
Ask the organization's handbook conversationally. Every answer traces to concepts, propositions, and documents with provenance.
From the patented learning engine to the channels where work happens — API calls, MCP workflows, Slack Jams, and Collective IQ queries all meter usage and retain the audit trail. See Trust & Governance →
Enterprise workflows
Slack · Teams · Email · WhatsApp
Confluence · Drive · Notion
Salesforce · HubSpot · Jira
OpenAI · Anthropic · Gemini · MCP clients
Base URL https://csgcip.onrender.com · interactive docs at /docs · MCP at /mcp/sse.