AI applications from hype to business value
AI's value goes beyond generative tools. Explore its history and practical applications, from grounded knowledge assistants to prediction, agents and edge deployments.
Topic
AI & Automation
Applied AI, automation and intelligent engineering in regulated enterprises.
AO content on ai & automation
11 resources
How to Measure the Real Business Value of AI
AI’s value goes beyond cost savings. Learn how to measure revenue, productive capacity, faster delivery, better decisions, quality and new opportunities.
Why Cloud Regions, Infrastructure Providers and Sub-processors Matter in Enterprise ERP
Connecting an AI service to an enterprise ERP can create a new international data-processing chain. AO Group examines cloud regions, sub-processors, POPIA, GDPR, encryption, retention and the questions organisations should answer before clicking “Connect”.
Engineering the digital foundations: AO Group's 2035 view
AI may change how we build, bank, work and make decisions. But the digital future still depends on something remarkably physical: more software, more data, more infrastructure and more energy — built around human needs that have changed far less than our technology.
Why the world will need more code, not less
Automation raises the ceiling on what organisations attempt. AO Group's view on why demand for well-engineered software keeps growing.
Synthetic Identities and Mule Accounts: Why KYC Alone Is No Longer Enough
Facephi has published research on detecting mule accounts opened with synthetic identities. AO looks at what that means architecturally: identity verification and transaction monitoring can no longer be run as two unrelated controls.
From Passport to Digital Identity: What Know Your Passenger Means for the Future of Travel
Facephi has published an analysis of the emerging Know Your Passenger model. AO looks at what happens when identity becomes part of the travel architecture rather than a checkpoint inside it, and what airlines, airports and travel platforms have to integrate to get there.
What Tazama 4.0 Means for Real-Time Fraud and Transaction Monitoring
Tazama has released Version 4.0 of its open-source fraud transaction-monitoring platform, adding case management, rule and connection tooling, analytics and AI-assisted intelligence. AO looks at why transaction monitoring is becoming fraud-management infrastructure, and what that means for implementation.
AI-enabled data migration
AI can accelerate mapping, profiling and reconciliation in a migration — provided the accountability for correctness stays human.