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Behaviors

See how people use your AI agent

Automatically group production sessions by user goal, outcome, and friction. Inspect the trends and traces behind every group.

Free plan. No credit card. Works with OpenTelemetry.

Ask your production traffic

Choose what you want to understand. Latitude discovers the groups from your real sessions.

The questionWhat are users trying to accomplish?
GroupStatusTrendSessionsOutcome
Migrate a workflow from another toolRising31234% unresolved
Draft outbound emails from CRM dataSteady1.2k89% achieved
Debug a failing tool callSpiking17841% escalated
Summarize a support threadFading8693% achieved

Example groups — yours are discovered from your own traffic, not picked from a list.

Topics is on for every workspace today. The preset questions and your own custom questions are rolling out workspace by workspace — ask us to switch them on.

From production traces to behavior groups

Choose what you want to understand. Latitude finds the patterns in your production sessions.

1

Connect your production traces

Use the Latitude SDK or send traces through your existing OpenTelemetry pipeline.

2

Choose what you want to understand

Explore user goals, outcomes, friction, capability gaps, or ask your own question.

3

Discover behavior groups

Latitude groups sessions with similar behavior and updates each group as new production traffic arrives.

No taxonomy to define. No sessions to label manually.

Investigate every pattern

Each behavior group links back to the production sessions behind it.

  • Track how it changes. See whether a behavior is new, rising, steady, or fading over your selected time period.
  • See what happens within the group. Find common outcomes and moments such as resolution, escalation, abandonment, frustration, or repeated clarification.
  • Inspect the underlying sessions. Open any group to review its conversations, spans, tool calls, errors, and scores.
167 sessionssteady

First seen 7/31/2026 · Last seen Yesterday at 8:32 AM

Plan and execute trips

Users seek assistance in planning, organizing, and getting ready for travel, covering everything from bookings to necessary preparations.

Conversation intelligence
Session activity

166 sessions

Jul 31Aug 2Aug 4Aug 6
Moments
User satisfaction5Resolution4Abandonment3Stalling2User correction2Escalation1

Associated sessions

All sessions for this behavior

Start TimeMomentMomentsSession ID
Yesterday at 8:32 AMuser: What are my options to get to Porto by Friday-sess_d20260806_elena_r4
Yesterday at 7:49 AMuser: Book me the usual for the Berlin trip-sess_d20260806_mm_y8k
Yesterday at 7:29 AMuser: Find me a flight from Milan to Lisbon-sess_d20260806_oscar_2t
Yesterday at 3:56 AMuser: Hotel for 2 nights in Istanbul near the old town-sess_d20260806_viktor_9c
Yesterday at 2:49 AMuser: Where should I stay in Amsterdam with kids-sess_d20260806_paulo_e1

Example group — yours are discovered from your own sessions. Opening a session gives you its conversation, spans, and scores.

Found a group worth testing against? Export its sessions straight into a dataset.

Built in the open

Behaviors is part of Latitude’s open-source platform. Inspect the implementation, self-host it, or connect through standard OpenTelemetry.

Used by teams running AI agents in production

PLANneDLegalitasSuperlistRetracedVirtuousFiguresAudienseWaalaxyTeemingOrgo AI

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Questions engineers actually ask

How is this different from search?

Search answers a question you already have. Behaviors tells you which questions to ask. Once you know, Topics is also available as a filter inside Search, so you can go back the other way and combine it with semantic and metadata filters.

Do I define the categories?

No, and you cannot. You define the question — "what was the user trying to do?" — and the groups are discovered from your sessions. If a question does not separate your traffic well, Latitude shows you that during the first pass, before the grouping is built, so you can refine the question rather than the results.

How fresh are the groups?

New sessions are routed into existing groups as they arrive. The tree itself is rebuilt roughly every six hours over the last seven days of sessions, so groups that stop happening fade out instead of lingering.

See what is happening across your production sessions

Connect your traces and let Latitude group them into the user goals, outcomes, and friction patterns hidden in your traffic.

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