Disciplinary Process Support Agent
A disciplinary process support agent is an AI agent for employee relations, policy & compliance that checks that each step of the disciplinary procedure has been followed before the next one starts, drafts the invitation letter once HR confirms there is a case to answer and the outcome letter once the hearing manager has recorded their decision, and pulls together the anonymized precedent range so the decision-maker can check for consistency.
How does the disciplinary process support agent work?
What flows in, what the agent does with it, where a person decides, and what comes out.
Reads from
Disciplinary procedure · Case record · Hearing manager's recorded decision · Anonymised precedents · Contract and collective agreement terms
AI agent · runs when HR opens a disciplinary case
Disciplinary Process Support Agent
A person decides
Hearing manager decides case and sanction; HR signs letters
Produces
Procedural checklist and gaps · Draft letters (manager's decision) · Anonymised precedent range · Audit trail of steps and dates
What does the disciplinary process support agent do?
Checks that each step of the disciplinary procedure has been followed before the next one starts, drafts the invitation letter once HR confirms there is a case to answer and the outcome letter once the hearing manager has recorded their decision, and pulls together the anonymized precedent range so the decision-maker can check for consistency.
What does it produce?
A procedural checklist with gaps flagged, draft letters reflecting the manager's stated decision, and an anonymized precedent summary
Who decides?
The disciplinary hearing manager decides whether there is a case to answer and what sanction, if any, applies, with HR advising; the agent checks process, drafts the letter for the human's stated decision, and never recommends a sanction.
What systems does the disciplinary process support 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.
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ER case management
case record and precedent store
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Documents
letters from templates
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HRIS
contract and collective agreement terms
What data does it need?
- disciplinary procedure and templates
- case management system
- anonymized prior case outcomes
- employment contract and collective agreement terms
How would you measure it?
procedural compliance on audit, per case; consistency of outcomes across similar cases, annually; disputes lost on process grounds, annually
What does a first proof look like?
Replay closed, anonymized cases: the agent produces the checklist and precedent range without seeing the outcome, and drafts the letter only after the recorded decision is entered.
You'd call it working when
The checklist catches known procedural gaps and the precedent range is one the decision-maker would call fair and relevant.
What usually goes wrong?
- Precedent range read as a recommended sanction
- Letter drafted before the manager has recorded a decision
- Precedents 'anonymized' but recognisable in a small site
What are the guardrails?
- Never recommends a sanction or scores a case; precedents shown as a range with no ranking
- Drafts letters only after the manager records their decision
- EU AI Act high-risk obligations and works-council co-determination reviewed before use
- Access limited to HR and the hearing manager; every access logged
- Employee informed of AI process support; records DSAR-ready
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.
Discipline and possible termination are decisions about a person; EU AI Act high-risk territory and works-council co-determination in several countries
Where it sits in the order
Discipline and termination are the most sensitive decisions in HR; only after grievance and investigation support are trusted
Is a Disciplinary Process Support 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.