Impact Privacy helps you rigorously test and evaluate the developed solution against the objective and pre-defined targets for safety, accuracy, and fairness. Before any product reaches your users we empower you to validate your AI solution’s safety, reliability, and effectiveness. This stage is about generating audit-ready evidence to demonstrate your commitment to quality and responsible AI.
The Challenge: “Black Box” Barrier
A functional AI prototype is insufficient for market deployment. Having no objective, auditable evidence of performance creates a significant barrier to gaining the confidence of customers. Stakeholders need to know why it works and if it is safe, not just that it runs.
Our Solution: Evidence-Based Confidence
Impact Privacy conducts a rigorous validation process that generates the necessary proof of safety and effectiveness. We rigorously test the developed solution against pre-defined targets for accuracy, fairness, and safety. This instils stakeholder confidence and generates the auditable evidence required to meet strict compliance standards.
Evaluation Tools: Infrastructure to test and re-test consistently against your key metrics.
Evaluation Data: Representative and privacy preserving reference data with which to evaluate models.
Guardrail Design & Selection: Safety nets that prevent the model from acting inappropriately.
Transparency Report: A high-level report on critical aspects of your AI solution to foster user trust.
Why Choose Impact Privacy?
Impact Privacy solves problems with AI capability in Europe, Canada, UK, US, and beyond. As trusted providers of privacy, data protection and AI services in the healthcare sector, you can trust our flexible, client-focussed approach.
Impact Privacy is on your team.
“Developing AI capability for our platform was a strategic imperative which with Impact Privacy’s support and guidance we were able to design and deliver in a way that met our customers’ highest expectations.”
– CareVision
