— Integrity

Doing the Right Thing, Especially When It Is Hard

Integrity standards guiding every Millwonder dataset, decision and business relationship.

OUR COMMITMENT

Integrity means our words, decisions and actions remain aligned—even when no one is watching.

It is the foundation of trust with clients, contributors, colleagues, partners and communities.

IN PRACTICE

Five commitments we make

We communicate capabilities, limitations, progress and problems accurately. We do not hide inconvenient facts.

We make realistic commitments, take ownership and communicate early when circumstances change.

We safeguard confidential information, personal data, intellectual property and access entrusted to us.

We treat people fairly, listen to different perspectives and recognise the human impact of technology.

We refuse improper advantage and pause work when legality, safety, fairness or consent is in doubt.

THE INTEGRITY TEST

EVERYDAY INTEGRITY

A deadline is at risk

Raise it early, explain the evidence and propose a credible recovery plan. Never conceal quality issues.

A client asks for restricted data

Pause, verify authority and involve privacy or legal specialists before sharing or processing anything.

A model performs inconsistently

Describe limitations precisely, investigate affected groups and add controls before expanding use.

A partner offers a personal benefit

Decline or disclose it where it could influence—or appear to influence—a business decision.

NEED GUIDANCE?

Ask a manager or contact the ethics team. Good-faith questions and reports are protected from retaliation.