Krux
April 11, 2026
Levi's, AT&T, and Three Others Share AI Blueprints
Published: April 11, 2026 at 12:35 AM
Updated: April 11, 2026 at 12:35 AM
100-word summary
A new report distills how Levi Strauss, AT&T, Mass General Brigham, Kraft Heinz, and ABB are running AI in production. The common thread: Microsoft-based systems pairing a central coordinator with specialized sub-agents, all fed by internal company data to keep answers grounded. The report positions this as a replicable pattern for moving AI beyond the pilot phase, though it omits hard numbers on cost savings or time reductions. The synthesis comes from a Microsoft Azure MVP, making the platform tilt explicit. What's notable is the quiet shift from chasing the flashiest model to wiring up networks of smaller, purpose-built agents that can actually pull from your own databases. The real...
What happened
A new report distills how Levi Strauss, AT&T, Mass General Brigham, Kraft Heinz, and ABB are running AI in production. The common thread: Microsoft-based systems pairing a central coordinator with specialized sub-agents, all fed by internal company data to keep answers grounded. The report positions this as a replicable pattern for moving AI beyond the pilot phase, though it omits hard numbers on cost savings or time reductions. The synthesis comes from a Microsoft Azure MVP, making the platform tilt explicit. What's notable is the quiet shift from chasing the flashiest model to wiring up networks of smaller, purpose-built agents that can actually pull from your own databases.
Why it matters
The real work isn't picking the AI; it's preparing the data it needs to be useful.