Platform & SRE

The pager fires. Chat is not the memory. Incident and change share one heartbeat. The board stays empty until a signed event is pulled. Cite both sides, or say which one is missing.

Lead

Platform & SRE

Incident and change on one heartbeat. PagerDuty first, GitHub second, Slack waits. Agents cite the signed record — not another alert chat box.

Private eval focus: Incident resolution quality and RCA accuracy on your needles

Open the Platform / SRE map →
Not generic chatbotsNot company-wide vector dumpsNot per-agent SQL sprawlIncident and change on one heartbeat

Incident and change on one heartbeat. Chat is not the memory. The board stays empty until a signed event is pulled. Cite both sides, or say which one is missing.

Same record for the pager and the change that caused it. RevOps is the same record, later — not a first-ten hero.

Start on Platform & SRE. Later recipes stay off this grid.

Multi-horizon intelligence on every vertical map

The full organizational heartbeat—live ops pulses, knowledge memory of past heartbeats, and analytics patterns—feeds a shared context plane. Agents then work across real-time rates, short-term stream history, and longer analytical or institutional patterns.

Full organizational heartbeat: live operations, knowledge memory, and analytics patterns — department-scoped, policy-gated. Every solutions vertical reuses that same governed mesh—not a chatbot skin or per-vertical product island.

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.

Real-time

Live pulse rates and ordered stream state from operational heartbeats agents subscribe to under MCP policy. Incidents, tickets, deploys, pipeline stages, scoped by tenant and department.

Short-term

Hours to days of stream history and rolling operational context. Lineage agents can cite. Do not invent 1h/24h/7d product windows.

Long-term

Analytical history and institutional patterns under tenancy. RCA themes, seasonality, board-ready narratives. Do not chip a status.

  1. Organizational Heartbeats

    Three connected signals: live ops pulses · knowledge memory of past heartbeats · analytics patterns across heartbeats

  2. I/O Mesh

    Governed context plane that unifies pulse, memory, and patterns under team tenancy

  3. Multi-Horizon Intelligence

    Real-time rates · short-term stream history · longer analytical or institutional patterns

    • Real-time Trends
    • Short-term Trends
    • Long-term Patterns
  4. AI Agents Hear the Full Heartbeat

    Policy-gated tools deliver actionable BI — not isolated events without meaning

  5. The agent cites the record

    Cite the signed event, not the chat.

New sign-ups for hosted plans are paused.

Later recipes

Same record, later. These are not primary mall cards. B2B SaaS, Fintech, and Healthtech stay off the first grid.

  • B2B SaaS

    Later recipe. Same record as Platform/SRE, not a first-ten hero. Engineering, product, sales, CS, and support stay department-scoped — not a company-wide vector dump.

  • GTM and RevOps

    Same record, later — not a first-ten hero. Pipeline and renewal facts when those streams exist. A name in the directory isn't a live connection yet.

  • Fintech and payments

    Later recipe. Same record as Platform/SRE when incidents and change land. Not a primary mall card.

  • Healthtech (B2B provider)

    Later recipe. Same record as Platform/SRE when the operational path is allowed. HIPAA readiness mapping, not a clinical claims system. Not a primary mall card.

Platform & SRE on one heartbeat

The pager fires. Chat is not the memory. A heartbeat is a signed event on the record the agent cites.

PagerDuty first. GitHub second. Slack waits. The board stays empty until a signed event is pulled. Cite both sides, or say which one is missing.

RevOps is the same record, later. Other vertical recipes exist off this grid.

Get a first heartbeat

Walk the Time-to-first-heartbeat install, or open a workspace when you are ready to bind a source.

New sign-ups for hosted plans are paused.

Live operations · knowledge · analytics · department-scoped mesh