LiteLog Feature

AI incident categorization

Every incident is automatically sorted into category, severity and title by AI โ€“ including photo analysis and voice memo transcription.

  • 14-day free trial
  • No credit card required
  • Hosted in Germany

What AI categorisation includes

One goal: every report becomes a structured, classified incident without manual work.

Classified automatically

Category, severity and title appear within a minute โ€“ hands-free.

Voice memo becomes text

Speak instead of typing โ€“ the AI transcribes and classifies.

Severity detected

From photos too: the vision AI analyzes images of brief reports.

Workflow reacts

Automation rules act on the classification โ€“ up to alerting.

Category, severity and title โ€“ automatically

Once enabled, every incoming incident is sorted automatically, usually within a minute: the AI assigns a category, estimates the severity and writes a meaningful title. If it is unsure about the category it deliberately leaves it empty instead of guessing. Urgent matters escalate on their own via your workflow rules, incidents become instantly searchable, and your client reports look consistent throughout.

  • โœ“Category, severity and title automatically
  • โœ“Works for app incidents and inbound incidents
  • โœ“Category and severity can be overridden at any time
Site manager watching the AI automatically assign category, severity and title to an incident report

Photo analysis with vision AI

A picture often says more than a brief description. If an incident is described only briefly or not at all, the vision AI analyzes the attached photo instead. That way incidents with little text are classified too โ€“ where the description is detailed, the text is enough.

Employee photographing a defect โ€“ the vision AI analyzes the photo and classifies the incident

Voice memo instead of typing

Typing on the go is inconvenient โ€“ speaking is faster. Staff simply record the incident as a voice memo: the AI transcribes the recording automatically and then classifies the incident just like a typed report. Even spontaneous observations end up fully documented and classified in the system.

  • โœ“Speak the incident, AI transcribes automatically
  • โœ“Transcript feeds directly into classification
  • โœ“Original recording stays attached to the incident
Employee recording an incident as a voice memo โ€“ the AI transcribes it into structured text

Incident classified โ€“ workflow starts

Categorization is not the end but the trigger: based on category and severity, your workflow rules fire automatically โ€“ for example an alert on critical incidents. Where your data is processed is explained on our secure AI page.

After AI classification the workflow reacts โ€“ on high severity the site manager is alerted

The voice-memo chain: speak instead of type

Your staff do not have to write form texts: speaking is enough. The AI turns it into a structured, classified report โ€” and the workflow rules react directly to the classification.

Employee speaks the report
speak instead of typing, works offline too
AI transcribes
the voice memo becomes text
AI classifies
category, severity, title
Workflow reacts to the rating
e.g. escalation on โ€œhighโ€
Site manager continues structured
overridable at any time

FAQ

Frequently asked questions about AI categorization (FAQ)

Classification runs on Azure OpenAI in a European processing environment. Processing is GDPR-compliant. Learn more on our secure AI page.

Nothing extra: a monthly AI budget is included in every plan and covers typical incident volumes. If you need more, the AI add-on extends it. See the current overview on the pricing page.

You decide whether AI helps out: the feature is off by default. A single switch under Settings โ†’ Integrations โ†’ AI features enables it for your account โ€“ and can be turned off there at any time. Until you enable it, no incident is processed externally.

Yes. If the description is brief or missing, the AI analyzes the attached photo to classify category and severity. Where the description is detailed, the text is enough.

Yes. In the app, an incident can be recorded as a voice memo. The AI transcribes the recording automatically and the text feeds directly into classification โ€“ category, severity and title are generated just like for typed incidents. The voice memo stays attached to the incident.

Once an incident is classified, it can fire your workflow rules โ€“ for example an escalation on high severity or a notification to the responsible person. You define which rule applies.

Yes. Category and severity can be adjusted manually at any time. The classification then counts as human-confirmed and is not overwritten by the AI again.

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