To provide assurance of trust and avoid compliance issues as well as to help mitigate risks, a ML system needs to be audited to assess compliance, reputational, legal, cyber and new product risks.
Try out the interactive web app https://processhorizon.com to design a best practice audit process for ML solutions
This AI-driven Business Model blueprint for professional services represents a transition from the traditional expert-hours business model toward a continuous Human & AI enterprise transformation & trust model. 1. Identify AI Opportunities Convert strategic, operational, regulatory & technological change into prioritized AI-enabled business opportunities. Should AI be applied here at
ProcessHorizon enables enterprises to design, govern, document and assure how humans, AI agents, data & controls work together. Its Enterprise Process & Action Architecture uses event-driven SIPOC to make the enterprise operating model transparent across three connected layers: Strategy > Management > Operations This provides the architectural foundation for a
1. American Law as Professional & Adjudication System Resolve concrete disputes through an adversarial, precedent-informed judicial process while maintaining constitutional constraints, due process and consistency across cases. 2. European Law as Codified Public Governance System Translate democratically determined societal objectives into coherent, accessible and predictable legal requirements so that citizens
Dataism explains the growing power of data processing while event-driven SIPOC explains how that power can be directed toward human progress. Data is the fuel. AI is the accelerator. Process is the engine. Human purpose determines the destination & event-driven SIPOC provides the architecture connecting them. From Data-centric to Purpose-centric