The Moral
Framework
At Leap, AI ethics isn't an afterthought. It's foundational. We don't just build models. We govern them with strict principles to make sure our matching stays fair, transparent, and trustworthy for everyone.
The Transparency
First Mandate.
For people and businesses to trust our platform, they need to see how decisions are made. We reject the 'black box' approach of most recruitment AI. Leap is built to be transparent from the ground up.
Every recommendation from Opal comes with a clear, plain-English explanation of why: which skills and results contributed to the score. If your match score changes, you'll see exactly why. We're a helpful guide, not a silent gatekeeper. You always have the right to understand the decisions shaping your career.
Engineering a
Fairer Landscape.
An algorithm trained on biased data just automates that bias, and does it faster. We refuse to let that happen.
We carefully filter our training data to prevent reinforcing old prejudices around age, gender, or background. Our matching is based entirely on what people can do: their proven skills and practical knowledge. Demographics never enter the equation.
Human Oversight for
Complex Translation.
Some decisions are too nuanced for AI alone. When translating the realities of military service or the skills gained during a career break, human experts review and guide the process.
Our team also runs weekly automated audits to catch any emerging patterns of bias or drift. This keeps our engine accurate and fair as conditions change.
Our Strict Ethical
Boundaries.
We protect the integrity of Leap through strict boundaries on what our AI can and cannot do. These guardrails ensure our technology always serves the people who rely on it.
Privacy-Preserving Training
We use privacy-preserving techniques during model training to ensure no individual's data can ever be reconstructed or identified.
Algorithmic Accountability
We maintain a Data Protection Impact Assessment and are registered with the Information Commissioner's Office to ensure full legal compliance.
Equality Act Alignment
Our engine is regularly audited for fairness and actively supports neurodivergent users through cognitive accessibility features.
Continuous Bias Auditing
We run automated weekly audits against a validated benchmark dataset to catch bias early and maintain fairness across every match.
Building on a
Foundation of Trust.
Ethics isn't a box-ticking exercise for us. It's what protects the long-term trust that individuals and businesses place in Leap. These guardrails are how we earn, and keep, that trust.