Evaluation · economics
Legal AI ROI in France: count the approved deliverable, not the instant draft
Legal AI ROI compares a baseline with an enabled scenario over the same period. Include licences, integration, security, training, operations and review time; measure time to an approved deliverable, rework, absorbed capacity and incidents. Do not credit the tool with gains caused by a separate process change. Every sensitive assumption should remain visible and testable.
Scope: French law · information, not legal advice
Transparent ROI ledger
A simple equation becomes credible when every assumption has a unit, source and range.
| Line item | Measurement | Treatment |
|---|---|---|
| Baseline | Measure current volume, lead time, cost and quality before the pilot on the same work unit. | Use a range |
| Direct costs | Include subscription or usage, integration, storage, support and possible overages. | Use a range |
| People costs | Add training, configuration, review, correction, governance and benchmark maintenance. | Use a range |
| Validated value | Value genuinely released time, additional capacity or reduced lead time after human approval. | Use a range |
| Quality and risk | Track omissions, rework, incidents, escalation and avoided cost without treating a hypothesis as certainty. | Use a range |
| Actual adoption | Apply observed usage: an available licence is not a transformed task. | Use a range |
Choose a starting point without entering personal facts
Select a category only. No identity, date, amount, document or free-text question is included in analytics events.
Baseline
Measure current volume, lead time, cost and quality before the pilot on the same work unit.
Keep the output, verify it against the listed sources, then obtain human review for any material decision.
How is legal AI ROI calculated?
Compare the enabled scenario’s net value and total cost with the baseline over the same period and volume. Check the source, its date and the full document before using this point in a decision.
Which costs are commonly missed?
Integration, security, training, review, corrections, governance, support, storage and test maintenance. Check the source, its date and the full document before using this point in a decision.
How should time savings be measured?
Measure from start to approved deliverable, not to the first generated text. Check the source, its date and the full document before using this point in a decision.
How can risk reduction be valued?
Use documented scenarios and ranges; do not count a hypothetical avoided incident as certain value. Check the source, its date and the full document before using this point in a decision.
How long should a pilot run?
Long enough to observe representative cycles, rework and adoption, with criteria fixed before launch. Check the source, its date and the full document before using this point in a decision.
Should lawyer or legal-team review time be included?
Yes. Review time is part of both cost and quality even when it moves within the workflow. Check the source, its date and the full document before using this point in a decision.
How should product prices be compared?
Convert each offer into total cost per approved deliverable and inspect seats, quotas, options, storage and commitments. Check the source, its date and the full document before using this point in a decision.
What ROI should I expect from Julie?
No universal number is defensible. Use current pricing and measure a pilot on your own process. Check the source, its date and the full document before using this point in a decision.
I want to build a French legal AI ROI calculation. Help me define the baseline, full costs, validated value, adoption and risk ranges.