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AI summaries

How Vision writes session and pattern summaries, what the model sees, and the daily limit for your organisation.

Up to date with v1.1.0Updated 17 October 20262 min read

Vision uses an AI model to explain sessions and patterns in plain words. Summaries help you decide which replays to watch; they do not replace watching them.

Session summaries#

A session summary has a one-line headline, the visitor's likely intent, the outcome of the visit, a confidence score, a short narrative of up to five sentences, and an explanation of each friction with a Jump to button that plays the replay from that moment.

  • Automatic. Vision summarises sessions with friction automatically after they are analysed.
  • On demand. For any other session, an organisation owner can open the Summary tab and select Summarise this session.

Find them in the Summary tab of a session replay, or ask your AI agent with the get_session_summary tool. The API returns existing summaries only; it never creates new ones.

Pattern summaries#

Each pattern gets a title and three paragraphs: What’s happening, Likely cause (hypothesis) and Test to try. The summary is written when the pattern first appears, then rewritten at most once a day when its number of sessions has changed by 20% or more.

What the model sees#

The model receives the session's timeline, its friction tags, the pages visited and basic session facts (device, duration, conversion). It never receives the raw recording or anything typed into a field. Labels and page text sent to the model are cut to 120 characters, and links or instructions found in the model's answer are removed before it is saved.

Daily limit#

Each organisation has a daily number of AI summaries. Automatic summaries stop at half of it, so the other half stays available for summaries you ask for. Days are counted in UTC.

Figure on UsageMeaning
AI summaries todaySummaries used today, out of your daily limit. Every attempt counts, including failed ones.
Automatic todayAutomatic summaries today, out of half the daily limit.
AI tokens this monthModel tokens used by your organisation this month.

When the limit is reached, sessions that were not summarised show Not summarised — daily AI limit reached. Ask again the next day. To change your limit, contact Henkan.

Where the model runs#

Summaries are produced by an OpenAI model through the Lovable AI gateway. See Privacy and security for the list of sub-processors.