A large number of organisations are still focusing on automating tasks. The ones pulling ahead are automating workflows. There is a significant difference. A task is a single action. Automating it may save time, but this time lies idle without a clear plan of action. A workflow is everything that happens between a trigger and […]
The difference between experiments and revenue Agentic AI is gaining traction in capital markets because the constraints have changed. The tools are now reliable enough to operate inside real workflows. At the same time, firms are under pressure to reduce cost, control risk, and extract more value from existing data. The technical and commercial forces […]
Construction is one of the oldest industries in the world. It is also one of the most stubbornly unproductive. Despite billions invested in construction tech over the last decade, global productivity has risen just 1% annually for 20 years—far less than in manufacturing or agriculture. Meanwhile, software vendors are louder than ever. Digital twins. AI-powered […]
Mid-sized manufacturers face constant pressure. Large enterprises have bigger budgets, larger teams, and more advanced technology. They invest heavily in automation and analytics, widening the efficiency gap over time. Mid-sized manufacturers encounter this gap daily. Their production planning often stays in spreadsheets. Machine downtime appears without warning. Operational data is spread across multiple systems, with […]
Hedge funds compete on the quality and timeliness of their decisions. For many strategies, confidence in those decisions depends on the reliability, structure, and availability of data. Operational advantage often comes from how consistently it can be accessed, validated, and delivered at speed, in a research-ready form. We refer to this as a “Data Edge”. […]
How Agentic Automation Is Changing Control, Cost and Risk in Small Businesses For most of the last twenty years, small businesses have been consumers of automation rather than owners of it. Software arrived as a service, sold per user or per transaction, and wrapped in promises of efficiency. If the workflow fitted the business, it […]
Every business has tasks that should be automated. Every business also has tasks that shouldn’t be. The difference between a successful automation strategy and an expensive failure comes down to one thing, i.e., knowing which is which. When businesses try to automate, they start with exciting things first. The complex workflows, customer-facing interactions, processes and […]
Most teams start AI the same way – “We should add chat.” That’s reasonable. Chat is the default shape of AI right now. It’s also the fastest way to ship something that looks impressive in a demo and annoys users in real life. Because users don’t want “AI.” They want the boring thing it’s supposed […]
The First-Order Effect of Cheaper, Faster AI The current wave of AI investment is unprecedented in scale. Spending on data centres, chips, energy infrastructure, and specialised talent now runs into hundreds of billions of dollars. A small number of frontier labs and technology companies are competing to define the next computing platform. This level of […]
AI is everywhere. So is overconfidence. One mistake can cost more than your entire “AI transformation” budget. IBM’s 2025 report puts the global average cost of a data breach at $4.4M. ibm.com In India, IBM reports the average total organisational cost of a data breach at INR 220 million in 2025. IBM India News Room […]
