Investigation Documentation Agent
An investigation documentation agent is an AI agent for employee relations, policy & compliance that helps the investigator plan the investigation (scope, witnesses, documents), drafts neutral interview question outlines, organizes notes and evidence into a chronology and evidence log, and assembles a report skeleton with facts, sources and gaps; it never proposes findings or credibility judgments.
How does the investigation documentation agent work?
What flows in, what the agent does with it, where a person decides, and what comes out.
Reads from
Case file and interview notes · Investigation procedure and templates · Documents in scope (privilege noted)
AI agent · runs when an investigation is opened and an investigator assigned
Investigation Documentation Agent
A person decides
Investigator makes every finding; decision-maker acts on it
Produces
Investigation plan · Interview outlines · Chronology and evidence index · Report skeleton, no findings
What does the investigation documentation agent do?
Helps the investigator plan the investigation (scope, witnesses, documents), drafts neutral interview question outlines, organizes notes and evidence into a chronology and evidence log, and assembles a report skeleton with facts, sources and gaps; it never proposes findings or credibility judgments.
What does it produce?
An investigation plan, interview outlines, a chronology and evidence index, and a report template populated with sourced facts and open questions
Who decides?
The investigator makes every finding of fact and every credibility judgment, and the decision-maker acts on them; the agent organizes documentation and highlights gaps, and its outputs are marked as not containing conclusions.
What systems does the investigation documentation agent connect to?
Examples of the kind of systems this agent would read from or write to, so you can picture it in your own stack. The actual set is whatever you run.
-
ER case management
case file and access control
-
Document repository
evidence under privilege rules
-
Documents
plan and report drafts
What data does it need?
- case file and interview notes
- investigation procedure and templates
- document repository access under legal privilege rules
- retention and access controls
How would you measure it?
investigation cycle time by case type, quarterly; file completeness on audit or legal review, per case; investigator hours on documentation, per case
What does a first proof look like?
Use a closed, anonymized case. The agent builds the plan, chronology and evidence index; the original investigator checks them against the real file.
You'd call it working when
The chronology is accurate and complete, the gaps flagged are real, and nothing in the output reads as a finding or credibility view.
What usually goes wrong?
- Report skeleton that nudges toward a conclusion by how facts are ordered
- Privileged material handled outside counsel's control
- Interview outlines that lead witnesses
What are the guardrails?
- Never proposes findings, credibility views or sanctions; outputs marked as containing no conclusions
- Operates only inside counsel-approved privilege and retention rules
- Access restricted to the named investigator and counsel; every access logged
- Subject and witness data minimized; records DSAR-ready
- Works-council co-determination on investigation procedure respected
What leaves your boundary is set per build; the inputs above are the ceiling, and where the model runs, what it retains, and the DPA are agreed with your security team before anything is connected.
Our read
The job itself is a decision about a named person. This agent exists as decision support only; the decision stays with the person named above.
Some suites offer this as an automated decision. We do not build it that way: the agent prepares, a named person decides, and the record shows who.
Individual conduct, possible discipline; findings must be a human's, and the file may be disclosed in litigation
Where it sits in the order
Highest-stakes files in HR; only after intake and access controls are proven and counsel is comfortable
Is an Investigation Documentation Agent worth building for your function?
That depends on your numbers, your data, and what else is on the map for you. The strategy month works that out.
Thirty minutes. Bring the number this would move.