Context liquidity kickoff

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Kickoff: stand up ops heartbeats for multi-horizon agent context

Kickoff puts organizational heartbeats on a governed mesh for multi-horizon agent BI — not a chat seat trial. Start with live ops; expand knowledge & analytics as they ship; use free local MIT memory when recall matters.

Full organizational heartbeat: live operations, knowledge memory, and analytics patterns — department-scoped, policy-gated. Kickoff is the onboarding path into that same fabric: activate a workspace, connect heartbeats, and give agents governed multi-horizon context from day one.

What kickoff unlocks across horizons

Standing up ops heartbeats feeds multi-horizon intelligence with honest readiness. Agents work from governed operational facts, not a per-seat chatbot that forgets operational truth.

Real-time

Live pulse rates and ordered stream state from operational heartbeats—incidents, tickets, deploys, pipeline stages—agents subscribe to under MCP policy once your kickoff workspace is live.

Short-term

Hours to days of stream history and rolling operational context across systems. Not first-class 1h/24h/7d aggregate products as GA SKUs during onboarding.

Long-term

Beta + optional

Analytical history (Beta) plus free local MIT memory for institutional patterns—seasonality, RCA themes, and durable recall under tenancy as your mesh matures.

The full organizational heartbeat — three connected signals

One fabric, three signals: live operations, knowledge, and analytics — department-scoped, policy-gated.

Live operations

Tickets, incidents, deploys, and customer updates, organized by team. The primary heartbeat a reviewer can see after a source, a stream, and a signed event.

Knowledge

Docs, runbooks, and memory of past heartbeats. What previous activity meant. Reviewers can open this layer in the product; do not chip it as a readiness label.

Analytics

Patterns and trends across heartbeats so agents see beyond the moment. Same rule: describe the layer, do not chip a status.

Hosted plans

New sign-ups for hosted plans are paused.

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Local memory

Free

TUI + kernel + memory-mcp on your machine