Insights & innovation
Frameworks and points of view from our practice on AI, data, cloud, manufacturing, and the changing dynamics of digital commerce.
Featured · AI Commerce
How AI Assistants Are Rewriting Product Discovery for CPG Brands
When shoppers ask an assistant what to buy, the answer is assembled from product data brands rarely look at. Here is how to think about the new discovery layer and what is actually within your control.
November 4, 2026 · 8 min read
Read article- Manufacturing
October 21, 2026 · 9 min read
From Factory Floor to Boardroom: Designing a Manufacturing Data Spine
Most manufacturers do not have a data problem; they have a connection problem. A data spine is the architecture that lets plant data serve the enterprise without forcing every site to look the same.
- Enterprise AI
October 7, 2026 · 8 min read
The Agentic Enterprise: Where AI Agents Create Real Operational Value
AI agents are moving from demos to operations. The organizations getting value are not the ones with the most ambitious agents, but the ones with the clearest boundaries around them.
- Cloud
September 16, 2026 · 7 min read
Cloud Modernization Is a Business Architecture Problem
Treating cloud as an infrastructure project produces an expensive copy of the old data center. Treating it as business architecture produces a platform the enterprise can build on.
- AI Commerce
August 26, 2026 · 7 min read
The Digital Shelf Has a New Shopper: The Algorithm
Retailer algorithms and AI assistants now read product pages before humans do. Digital shelf excellence must be redesigned for a reader that never gets tired and never gives the benefit of the doubt.
- Data
July 15, 2026 · 6 min read
Data Maturity Before Model Maturity
The most sophisticated model in the enterprise is only as reliable as the least governed dataset feeding it. Sequencing data investment ahead of model ambition is the most underrated decision in AI strategy.
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