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Legal Services · Employment & Labor Law

Manage workplace investigations

EnhancesStable
1–3 Years
1–3 years. Pilots and early adopters exist. Enterprise adoption accelerating but not mainstream.

Trajectories describe the observable direction of human effort — not a prediction about specific roles, headcount, or individual careers.

What You Do Today

Investigate harassment, discrimination, and misconduct complaints — interview witnesses, review evidence, draft investigation reports, recommend action.

AI Technologies

Roles Involved

Who works on this
Employment Attorney
Individual Contributor

How It Works

AI manages investigation workflow, organizes evidence, identifies relevant communications, and detects patterns across multiple complaints.

What Changes

Investigation management is more organized; AI surfaces relevant communications and identifies patterns that suggest systemic issues.

What Stays the Same

Conducting interviews, assessing credibility, making findings, and the sensitive human judgment that workplace investigations demand.

Evidence & Sources

  • NAVEX
  • Case IQ
  • Ethics Point

Sources listed are directional references, not formal citations. Verify against primary sources before using in business cases or presentations.

Last reviewed: March 2026

What To Do Next

This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.

1

Establish Your Baseline

Know where you are before you move

Before adopting AI tools for manage workplace investigations, document your current state in employment & labor law.

Map your current process: Document how manage workplace investigations works today — who does what, how long each step takes, and where the bottlenecks are. Use your matter management system data to establish a factual baseline.
Identify the judgment calls: Conducting interviews, assessing credibility, making findings, and the sensitive human judgment that workplace investigations demand. — these are the boundaries AI won't cross. Know them before you start.
Check your data readiness: AI tools for employment & labor law need clean, accessible data. Check whether your matter management system has the historical data, integrations, and quality to support Investigation management tools.

Without a baseline, you can't tell whether AI actually improved manage workplace investigations or just changed who does it.

2

Define Your Measures

What to track and how to calculate it

matter cycle time

How to calculate

Measure matter cycle time for manage workplace investigations before and after AI adoption. Pull from your matter management system.

Why it matters

This is the most direct indicator of whether AI is adding value to employment & labor law.

outside counsel spend

How to calculate

Track outside counsel spend using the same methodology you use today. Don't change how you measure just because you changed how you work.

Why it matters

Speed without quality is just faster mistakes. Measure both together.

When to check: Check after 30 days of consistent use, then quarterly.
The commitment: Give new tools at least 30 days before judging. The first week is always awkward.
What NOT to measure: Don't measure AI adoption rate as a goal. Measure outcomes. If the tool helps with manage workplace investigations, people will use it.
3

Start These Conversations

Who to talk to and what to ask

General Counsel or Managing Partner

What's our plan for AI in employment & labor law? Are we piloting, planning, or waiting?

This tells you whether to experiment quietly or push for formal investment in manage workplace investigations.

your matter management system administrator or vendor

What AI capabilities exist in our current matter management system that we're not using? Most platforms are adding AI features faster than teams adopt them.

The cheapest AI adoption is the features already included in your existing license.

a practitioner in employment & labor law at another organization

Have you deployed AI for manage workplace investigations? What worked, what didn't, and what would you do differently?

Peer experience is more useful than vendor demos. Find someone who has actually done this.

4

Check Your Prerequisites

Confirm readiness before you invest

Check items as you confirm them.

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Technology That Enables This

These architecture components support or enable this AI application.

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