ENTERPRISE

OpenAI o3, Claude's extended thinking, reasoning models are mainstream. They're not just harder problems solved faster—they enable entirely new categories of applications.

Year-end 2025. Not generic predictions about AI. Concrete, specific things I actually expect to see happening in enterprise software and mobile in 2026.

Single agents are useful, but multiple agents coordinating across complex workflows and making decisions together is where enterprise AI is truly headed.

Three years after ChatGPT launched, enterprise AI adoption is real but much narrower and messier than anyone predicted. What deployed, what didn't, why.

2024 was the year AI agents shifted from research projects to true production reality. Here's what this fundamental shift means for the entire industry.

Anthropic shipped Claude 3 in March with Opus, Sonnet, and Haiku tiers. For the first time, an LLM platform feels genuinely built for enterprise software.

AI isn't coming to ERP anymore—it's already here. I'm seeing enterprise systems that treat AI as a genuine first-class system citizen, not an afterthought.

Flutter 3 matured through 2023. Enterprise adoption is real. Here's my honest assessment: can you actually use Flutter for serious business apps?

Field workers, logistics coordinators, retail staff—they're all on mobile. But most ERP systems are still built desktop-first with mobile bolted on. Here's why that's wrong.

2022 was turbulent for enterprise. Supply chain crisis forced ERP rethinking. Cloud accelerated. Consolidation picked up. The year revealed what resilient ERP requires.

Every client wants real-time dashboards. The technical complexity and architectural debt behind making ERP data actually real-time surprises everyone.

Most enterprise AI initiatives die quietly. I've watched dozens fail. Here's what truly separates the winners from the graveyard of abandoned ML projects.

SAP, Odoo, NetSuite—they handle generic manufacturing. They choke on real manufacturing. Here's what they miss and why custom ERP sometimes is the right call.

You're stuck on legacy software. Migrating terrifies you. Here's the unvarnished truth about what an ERP migration actually involves and how to survive it.

Every enterprise collects mountains of data. But most ERP systems lock it away, making it useless. Here's how to turn it into a competitive asset.

Enterprise mobile apps are famously unusable. Here are the five most common UX failures I see, and why they're easy to fix.

Mobile internet surpassed desktop in 2016. Progressive Web Apps are maturing. Enterprise software still looks like a 2005 web application.

TensorFlow 1.0 just launched. Meanwhile, most enterprises are still treating ML as a research curiosity. Here's the gap I see widening.