DijitalPi
TREN
Contact
Home/ AI Solutions
Cybersecurity · Scope and volume to be determined during discovery

System for Preparing Source-Linked Incident Summaries from Security Logs

We design an AI system that reviews timestamped logs and asset and identity records with source and time information. The system prepares a draft incident timeline, but does not carry out technical, security or access decisions. If there is a time difference, a missing log or an identity conflict, the system leaves the outcome open for an incident response analyst to assess the evidence.

Representative cyber security panel with a work queue, checks and an audit trail: incident timeline queue
Incident timeline queue Representative interface — contains no real data. Identifiers are masked. The panel does not block activity or change access rights.

The problem

In day-to-day operations, timestamped logs and asset and identity records arrive through different systems and event records, preventing the team from seeing the case on a single timeline.

As a result, source links can be lost while the draft incident timeline is prepared, the case can be routed to the wrong team, and the basis for the technical decision can remain unclear.

An incomplete workflow may overlook a time difference, missing log or identity conflict, while an incorrect system action could establish an inaccurate incident chain.

What we set out to improve

  • Time taken for the draft incident timeline to be ready for specialist review
  • Correct referral of records involving a time difference, missing log or identity conflict to the appropriate specialist queue
  • Record of recommendations corrected or rejected by the incident response analyst

How the system works

  1. 01 Retrieve timestamped logs and asset and identity records from authorised sources
  2. 02 Verify the source, timestamp and record identifier
  3. 03 Add the relevant asset, user, shop, vehicle or content context
  4. 04 Prepare the draft incident timeline
  5. 05 Compare the draft with technical rules and authority boundaries
  6. 06 Check for exceptions: a time difference, missing log or identity conflict
  7. 07 Obtain the incident response analyst's approval, correction or rejection
  8. 08 Write the input, recommendation, changes and final decision to the audit log

Methods we used

  • Source- and time-traceable data extraction for timestamped logs and asset and identity records
  • Structured output that restricts the incident timeline fields to technical rules
  • An exception gate that separates cases involving a time difference, missing log or identity conflict from system action
  • An authorised queue that presents the evidence and recommendation together for the incident response analyst
  • Duplicate-processing controls and a rollback record to address the risk of establishing an inaccurate incident chain

Where people stay involved

The incident response analyst is the final decision-maker. If there is a time difference, a missing log or an identity conflict, the workflow stops and the evidence is referred to the specialist queue. The system does not make blocking, access-change, technical intervention or physical action decisions on its own.

Data and security

Only fields required for the task are processed from timestamped logs and asset and identity records. Source-system permissions are preserved, and unnecessary personal, technical and security-sensitive data is minimised before being sent to the model. Every retrieval, recommendation, human change and target-system action is written to the audit log.

Who this suits

A good fit

  • Teams that conduct recurring cybersecurity reviews
  • Companies with defined source ownership and approval responsibility
  • Organisations that want exceptions to remain under human oversight

Not a good fit

  • Organisations whose source data is not current
  • Operations without a designated decision-maker and rollback process
  • Operations where the existing method is sufficient for the low volume

Frequently asked questions

What data is used?

Timestamped logs and asset and identity records are used. The exact connections, fields and retention limits are determined during the access review.

How are exceptions handled?

If there is a time difference, a missing log or an identity conflict, the workflow stops. The record is referred to the incident response analyst's queue with its source evidence.

Does the system act on its own?

No. Because of the risk of establishing an inaccurate incident chain, the final technical, security or access decision remains with a person; the recommendation and decision are recorded separately.

Project led by:DijitalPi

✦ PI ASSISTANT · ARTIFICIAL INTELLIGENCE

online

Ask the DijitalPi AI Assistant your question

No need to fill in a form and wait for a reply — write your question and let Pi, trained on DijitalPi's 20 years of know-how, answer within seconds.

  • Instant answers, 24/7
  • Service-specific context — no generic replies
  • Can connect you to a free consultation if you wish
Hi! 👋 I'm Pi — DijitalPi's AI assistant. Write whatever you'd like to know about System for Preparing Source-Linked Incident Summaries from Security Logs and I'll answer right away.

Pi Assistant answers are for information purposes; for a proposal get in touch.

ASK AI ABOUT DIJITALPI

Let an AI explain what DijitalPi does.

Opens your chosen assistant with a ready research prompt. It reads the site live and answers.