How do I ensure my fare setting workflow with revenue management software is compliant and auditable?

To make a fare-setting workflow with revenue management software compliant and auditable, you want to design it so every price decision is traceable, approved, reproducible, and evidence-backed.

1. Define formal governance

Set clear rules for who can:

• create fare changes
• approve them
• override system recommendations
• release them to market

Use a segregation of duties model so the same person cannot both recommend and approve a fare change.

2. Keep a complete audit trail

Your system should log, at minimum:

• who made the change
• when it was made
• what the old fare was
• what the new fare is
• why the change was made
• which data inputs or forecast outputs were used
• who approved it
• when it went live

Make sure logs are immutable or at least protected from alteration.

3. Use version control for fare rules and models

Track versions of:

• fare tables
• pricing rules
• demand forecasts
• optimization models
• business constraints

If a fare is changed, you should be able to reconstruct the exact logic and data used at that point in time.

4. Build approval workflows

Require structured approvals for:

• routine fare updates
• exceptions and manual overrides
• high-impact changes
• emergency changes

Approval should be recorded electronically, ideally with timestamps and user identity.

5. Validate inputs and constraints

Ensure the software enforces:

• minimum/maximum fare limits
• regulatory restrictions
• contract or channel rules
• tax and fee treatment
• parity or distribution rules where applicable

This reduces the risk of non-compliant pricing decisions.

6. Retain evidence and documentation

Store supporting documentation such as:

• demand reports
• competitor analysis
• forecast snapshots
• pricing rationale
• meeting notes for exceptions
• legal/compliance review notes

This is important if you need to justify decisions later.

7. Set up monitoring and exception reporting

Regularly review:

• manual overrides
• changes outside normal thresholds
• failed approvals
• pricing anomalies
• access violations

Automated alerts help detect issues early.

8. Restrict and review access

Use role-based access control and periodically review:

• user permissions
• admin access
• vendor access
• service accounts

Remove access promptly when roles change.

9. Test audit readiness

Periodically run mock audits to verify you can answer:

• who changed this fare?
• why was it changed?
• what data supported it?
• who approved it?
• could the decision be reproduced?

If you can’t answer quickly, the workflow needs improvement.

10. Align with applicable rules

Depending on your industry and location, you may need to consider:

• consumer protection laws
• anti-discrimination rules
• aviation or transport regulations
• data privacy laws
• competition/antitrust requirements
• financial controls and record-retention obligations

If you tell me your industry and region, I can help tailor the controls.

Practical checklist

A compliant, auditable workflow usually includes:

• documented pricing policy
• approval matrix
• immutable logs
• version-controlled models and rules
• evidence retention
• access controls
• exception handling
• periodic reviews
• retention schedule
• audit export/report function

If you want, I can turn this into a step-by-step SOP or a control checklist for your revenue management team.