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Review AI Output

After you create a report and upload documents, Karomia AI automatically generates answers for as many data points as possible. Once processing is complete, you'll receive a notification. The goal of this review phase is to improve the initial AI output before doing any manual editing — so you maximize automation in the second AI run.

Open a report and use the left-hand navigation to browse your report structure, organized into two levels:

  1. Topics — ESRS 2 General Disclosures, E-topics (E1–E5), S-topics (S1–S4), G1. Only topics in your scope are shown.
  2. Disclosure Requirements — The thematic breakdown within each topic (e.g., G1-2 Management of relationships with suppliers).

Each disclosure requirement contains one or more data points on a single scrollable page. You can collapse the navigation menu to give yourself more space.

Report structure

Data point types​

You'll encounter five types of data points:

TypeDescription
NarrativeFree-text field for qualitative descriptions, policies, and explanations.
Semi-narrativeStructured inputs: booleans (yes/no), single-select dropdowns, or multi-select checkboxes.
NumericalAn integer or decimal value, often with a specified unit (e.g., tonnes CO₂e, MWh, EUR).
TableAnswers organized into a predefined table structure.
Input groupA list of items (e.g., countries of operation) where you answer a set of questions for each item.

Narrative data point

Numerical data point

Table data point

Excluding data points​

During the review, you may find data points that should not be in your report. You can set any data point's status to Excluded and select the reason. This is in addition to the scope-level exclusions configured when creating the report.

ReasonMeaningAnswer needed?
Not materialDMA results show this topic is not material.Recommended — state your materiality outcome clearly.
Marked with "may"Optional per the regulation (default exclusion).No.
Phase-inCan be excluded for one or more reporting years (default exclusion).No.
Phase-in for <750 FTESmaller companies can defer these (default exclusion).No.
Policies, Actions, or Targets not in placeYour company lacks specific PAT for this topic.Required — explain why and optionally provide a timeline (ESRS §62/§72).
Conditional data pointThe condition stated in the regulatory text doesn't apply to your company.Recommended — state the condition that justifies exclusion.
Alternative data pointYou are answering another data point in this group instead.No.

Excluding a data point

Next steps​

After reviewing, all affected answers will be regenerated. This second AI run typically produces significantly better results by incorporating your corrections and any newly assigned documents.