Use cases

Start with the outcome your team owns.

Flowlines can watch for buying intent, unmet product demand, quality regressions, repeat support contact, coding-agent adoption, learner friction, or another behavior you define.

24M+ messages ingested

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By team

One production record. Different decisions.

Each team gets the answer it needs, with the same users and sessions underneath.

GO-TO-MARKET

Who is showing buying intent?

Pricing questions, security evaluation, rollout timing, competitor mentions, and the account or person behind the conversation.

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PRODUCT

What do users need?

Adoption, request themes, unmet needs, feature demand, user groups, and the sessions in their own words.

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ENGINEERING

Where does it break?

Behavior issues, reliability failures, sessions, tool paths, release impact, and a concrete next investigation.

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OPERATIONS

What needs attention now?

Agent fleet health, affected users, Slack notifications, and the production evidence behind each priority.

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By agent

Different products reveal different failure patterns.

Explore the operating views for support agents, coding agents, tutoring agents, and MCP servers.

Watching productionIllustrative signal

Who is contacting us again about the same problem?

Repeated contact after an incomplete refund answer

23 users returned within 72 hours
1Refund request2Plausible answer3User returns4Support notified
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Use Flowlines with your assistant

Find the silent failures in your production agent.