Turn operational signals into an owned delivery response.

Connect live operational evidence to the changes, owners, and decisions that matter, then prepare a response people can approve and trace.

Start Free See the operational brief

Illustrative prepared output

Operational-risk brief

A live signal, relevant change context, and missing response owner need a human posture.

Example workspace · signal first seen 09:42

Prepared

Operational signal

Investigate

CHECKOUT-431 began at 09:42 on checkout-api and rose after the latest delivery window opened.

Sentry · CHECKOUT-431GitHub · deploy a91c7e2

Change context

Correlation ready

Deploy a91c7e2 changed the affected request path 12 minutes earlier; correlation is not yet confirmed.

GitHub · deploy a91c7e2Linear · OPS-74

Response ownership

Owner needed

#incident-checkout names two responders, but OPS-74 has no confirmed mitigation owner or severity posture.

Slack · #incident-checkoutLinear · OPS-74

The operating problem

The signal arrives without the delivery story.

An error spikes in one tool, recent changes live in another, ownership is debated in chat, and the release plan is elsewhere. Responders lose time reconstructing what changed and who can make the next decision.

Evidence for an operational-risk brief

SentryOperational signals and affected service context

GitHubRecent implementation, review, and delivery activity

SlackResponse discussion, exceptions, and escalation decisions

LinearWork scope, service ownership, priority, and response state

Lit Factory connects operational tools through MCP. Available context and actions depend on the connections and permissions configured for your workspace.

One agentic workflow

Prepare an operational response decision.

The brief connects a live signal to relevant change and ownership context, separates evidence from inference, and prepares mitigation choices for a human responder.

Trigger01

An operational signal changes posture.

A new error pattern or delivery-window concern crosses the team's agreed threshold for review.

Grounded context02

The signal is joined to current work.

Operational evidence, recent changes, review activity, service ownership, and active response discussion are assembled with their sources.

Prepared action03

A bounded response is proposed.

The agent prepares likely change context, missing ownership, mitigation options, and the questions that must be answered before action.

Human decision04

The responder sets the posture.

Investigate, mitigate, escalate, narrow rollout, or continue. The decision and evidence remain traceable to the delivery flow.

After trust is established

Automate the repeatable follow-through.

After responders trust the brief, prepare it when agreed signals fire, route approved follow-through to the responsible owner, and keep routine mitigation status synchronized across connected work.

Human in Control

The decision stays human.

Lit Factory prepares context and proposed follow-through. DevOps and SRE responders decide severity, validate correlation, choose mitigation, and retain authority over every operational action.

Intended outcome: faster ownership, fewer context gaps, and operational decisions grounded in the changes and delivery state that produced the risk.

Turn on the lights, then move with confidence.

Start Free