
AI & AutomationMay 20268 min read
Agentic AI in retail is not another chatbot project. It changes who can act across inventory, pricing, service, merchandising, and store operations. The governance work has to start before pilots scale.
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Technology ModernizationMay 20266 min read
Companies often replace technology that works fine and leave the system that is quietly bleeding them. A plain-language self-diagnostic for executives before any modernization spend.
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Technology ModernizationMay 20266 min read
The license number on a vendor proposal is a fraction of the real cost. A plain-language guide for CFOs and CEOs on the cost categories every modernization quote leaves out.
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Technology ModernizationMay 20266 min read
The build-versus-buy decision is usually made on identity, not economics. A three-question framework executives can use without a technical background, including the third option nobody offers.
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Technology ModernizationMay 20266 min read
Vendor demos are engineered to mislead. The questions that actually separate vendors, the reference check that yields the truth, and the answers that should worry an executive.
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Technology ModernizationMay 20266 min read
Modernization programs almost never fail for technical reasons. The four warning signs a board member can spot two quarters before the program admits it is in trouble.
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Technology ModernizationMay 20266 min read
AI agents inherit whatever data and integration you hand them and remove the people who used to cover the gaps. A four-point readiness check for executives, with a worked example.
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AI & AutomationMay 20267 min read
For two years, the pitch was that AI would compress professional services. In May 2026, OpenAI and Anthropic both contradicted that pitch with capital — staffing up forward-deployed engineering units with billions in joint-venture funding. The labs have now admitted what every ERP and PIM operator already knew. The model is the cheap part. The deployment is the budget.
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Retail TechnologyMay 20269 min read
The most common reason mid-market retail modernization programs fail is that they were never assessed honestly to begin with. A defensible modernization assessment maps current-state platforms, integration dependencies, data governance gaps, and delivery risks — and produces a sequenced roadmap the board can actually act on.
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Retail TechnologyApril 20267 min read
The most expensive misunderstanding in retail technology right now is the belief that unified commerce is something you buy. The retailers winning at it are not platform-consolidated — they are integration-mature.
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AI & AutomationApril 20266 min read
Most organizations don't have an AI problem. They have a cost visibility problem. Token consumption doesn't scale linearly — it compounds. And most enterprises aren't instrumented to track it properly. That changes the moment AI moves from experimentation to operating expense.
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AI & AutomationMarch 20266 min read
Every enterprise has a process for onboarding a new employee. Background check. Access request. Role-based permissions. Manager approval. Audit trail. Now ask yourself: what is the process for onboarding a new AI agent? In most organizations, the honest answer is that there is no process.
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AI & AutomationMarch 20265 min read
The industry is focused on agent capabilities — reasoning, tool use, autonomy. But the actual constraint for most enterprises is not the agent. It is the data architecture underneath it. IBM's $11 billion Confluent acquisition and NVIDIA's Agent Toolkit launch tell the same story, and most enterprises are only paying attention to the wrong half.
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AI & AutomationMarch 20265 min read
Enterprises are deploying AI agents at a pace that has outrun any meaningful governance structure. The pattern mirrors cloud shadow IT — accelerated, and with one critical difference: agents act. Most organizations have no agent control plane, no identity framework, and no policy enforcement layer.
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Retail TechnologyJuly 20236 min read
Most retail technology pilots are not structured to produce learning — they are structured to produce approval. The difference is the difference between a credible business case and a vendor relationship you have to manage for the next three years.
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