Enterprises Begin Embedding AI Agents Into Core Business Workflows
Artificial intelligence inside large organisations is shifting from experimentation to execution. For years, enterprise AI largely meant assistive tools that helped employees draft content, answer questions, or automate isolated tasks. Now, a growing number of major companies are testing AI agents designed to operate directly inside real business workflows. Several large enterprises across finance, insurance, […]
Why Decoupling Logic From Search Is Key to Scalable AI Agents
As AI agents move from experimental demos to production systems, engineering teams are running into a familiar problem: reliability. Large language models are inherently probabilistic. A prompt that succeeds once may fail the next time, even under identical conditions. To compensate, developers often surround agent workflows with retries, fallbacks, and branching logic designed to catch […]
China’s Tech Giants Pour Capital into Agentic AI as Commerce Heats Up
As the artificial intelligence industry pivots toward agentic AI — systems capable of autonomously executing multi-step tasks — a clear geographic split is emerging in how the technology is being deployed. While Western firms emphasise foundational models and cross-platform interoperability, China’s hyperscalers are betting heavily on commerce-driven integration. That divergence is shaping a distinct approach […]
PepsiCo Turns to AI to Redesign the Factory Floor
For many large enterprises, the most valuable applications of artificial intelligence are emerging far from email inboxes and chat interfaces. At PepsiCo, AI is being tested where errors are expensive and reversals are difficult: factory layouts, production lines, and physical operations. Rather than focusing on knowledge work or productivity tools, the company is applying AI […]
Travelers Leans Into AI as Automation Reshapes Call Centre Work
Insurance giant Travelers is rapidly expanding its use of artificial intelligence, recently announcing a new agreement that equips roughly 10,000 engineers and data scientists with AI assistants. Yet company leadership is clear that technology alone is not the differentiator. Instead, Travelers sees deep institutional expertise—augmented by AI—as the real engine of sustainable profit growth. Chief […]
Testing AI at the Front Lines of African Healthcare
Primary healthcare systems across parts of Africa are under mounting pressure. Rising patient demand, chronic staff shortages, and shrinking international aid budgets have left clinics struggling to maintain even basic services. In this context, AI is not being introduced as a futuristic breakthrough, but as a potential stabiliser for systems operating under strain. A new […]
Governing the Rise of AI Agents: How CIOs Can Tackle Digital Sprawl
Corporate networks are quietly filling up with AI agents, creating a growing governance blind spot for technology leaders operating across complex, multi-cloud environments. As business units rapidly adopt generative AI tools, CIOs are discovering ecosystems crowded with fragmented, poorly monitored agents. The situation echoes the shadow IT problem of the early cloud era — but […]
What Anthropic’s Usage Data Reveals About Where AI Actually Delivers Value
Anthropic’s Economic Index offers a rare, data-backed look at how large language models are being used in the real world. Rather than relying on surveys or executive sentiment, the report analyses over a million consumer interactions on Claude.ai alongside a similar volume of enterprise API calls. The result is a grounded snapshot of how organisations […]
How AI is reshaping credit unions in a fintech-first financial system
Artificial intelligence has moved from the margins of financial services into its operational core. Across banking, payments, and wealth management, AI now underpins everything from fraud detection and compliance to budgeting tools and customer engagement. Credit unions are part of this transformation, facing many of the same pressures as fintechs and digital banks—while operating within […]
Why enterprises struggle to turn AI pilots into real business value
For many organisations, AI progress stalls in an uncomfortable middle ground. Experiments with generative models are easy to launch, but converting those pilots into enterprise-wide systems that deliver measurable returns remains a persistent challenge. The issue is rarely model capability. Instead, the friction appears when companies attempt to operationalise AI—adding governance, security, and integration layers […]