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.
Loop engineering kickoff
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. You pay for workspaces, connectors, and usage on the mesh floor—not a per-seat chatbot that forgets operational truth.
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 + optionalAnalytical 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.
Broker mesh floor
1 workspace + 1 connector + 25 GiB · adjust up on pricing
Local memory
$0
TUI + kernel + memory-mcp on your machine
Pricing model
Usage-based
Start small, prove value, then scale meters