Impact Privacy guides you to safely release the validated AI product to your users and to establish a continuous cycle of monitoring and improvement. “Go-live” is just the beginning; we help with the framework to ensure secure deployment and monitoring plans for your live application. This continuous cycle ensures your AI product remains safe and high-quality over time and that you can respond effectively to incidents.
The Challenge: Day-2 Risk
Deploying a validated AI solution introduces new operational risks. Models can “drift” over time, accuracy can degrade, and unexpected behaviours (toxicity) can emerge in a live environment. Without a strategy for continued performance, a successful launch can quickly turn into a liability.
Our Solution: Active Lifecycle Management
Resilience requires more than just safety checks. We support operational lifecycles to actively manage the economics of your AI solution—monitoring for compute and latency issues that could otherwise erode the commercial value of your deployment. We provide playbooks and monitoring plans so you can respond effectively to incidents and ensure your product remains high-quality over time.
Production Monitoring Plan: A strategy to track accuracy, toxicity, and other unintended behaviors in real-time.
AI Incident Response Playbook: A step-by-step guide on what to do if the AI behaves unexpectedly or fails.
Evaluation Dataset Enhancement: Guidance on how to feed live data back into your testing to make the model smarter.
Regulatory Horizon Scanning: Regular reviews to ensure your deployed solutions remain compliant as laws evolve.
Why Choose Impact Privacy?
Impact Privacy solves problems with AI capability in Europe, Canada, UK, US, and beyond. As trusted providers of privacy and data protection services in the healthcare sector, you can trust our flexible, client-focussed approach.
“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
