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
Software Engineering
Engineering discipline, delivery, architecture and modernisation.
AO content on software engineering
20 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.
The real challenge in legacy modernisation isn't the code
Most modernisation programmes stall on undocumented business rules, dependencies and ownership — not on the technology itself.
Tazama and WiredIn Partner Following Joint RSwitch Deployment in Rwanda
A strategic partnership between Tazama and WiredIn, following their first joint deployment with RSwitch in Rwanda, provides a practical example of how modern fraud and transaction-monitoring capabilities can be integrated into Africa's evolving digital payment ecosystems.
CRM White Paper: Odoo vs. Salesforce
A detailed partner comparison of Odoo CRM and Salesforce covering functionality, pricing models, customisation, integration and total cost of ownership for growing enterprises.
Accounting White Paper: Odoo, QuickBooks Online, Sage and Xero
A partner comparison of Odoo Accounting, QuickBooks Online, Sage and Xero across core accounting, automation, reporting, integration and pricing.