Operationalizing AI - Chatterbox Labs

Operationalizing AIMI

Unintended Consequences - AI Checklist

AI needs to be understood and sponsored at board level
Education, Training & Awareness of AI is a company wide responsibility
Upskilling of your workforce is an imperative for future growth
Ethical AI Guidelines & Guardrails should be chaired by a Multi-Stakeholder Group
Diversity & Inclusion should form part of every AI initiative
AI technology should be seamless to use for everyone and not just for the Data Science community
AI Regulation and Compliance are significant operational risks
Consumers by law are entitled to request explainable and auditable (human interpretable) decisions made by AI
AI Algorithms must be robust, reliable, monitored and tested throughout their existence
Human & Machine Bias (Fairness) go hand in hand – Eradicating bias in protected classes is hard and non-trivial
Monitoring of AI systems counteracts adversarial attacks on AI models, loss of data and AI business knowhow
Without regular AI Health checks companies are widen open to regulatory fines and significant operational risk