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Industries
AI transformation with skin in the game.
Outcome-based AI transformation, delivered in twelve-week cycles.
We operationalize AI in the parts of the business that change the P&L, from pilot portfolio to operating capability. The four problem domains are industry agnostic. Below are the five priority sectors we go deepest in, then the full industry map, on twelve-week outcome-staked cycles, with value verified by your ROI-approving stakeholders.
No obligation. We pick up.
Priority sectors
Five sectors where we go deepest.
Manufacturing & Industrials
Factory operations, industrial equipment, and machinery, with margin and working capital release.
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Energy
Power and utilities, renewables and storage, grid and transmission.
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Health & Life Sciences
Med-device manufacturing, pharma, and health technology operations.
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Logistics & Transportation
Freight, warehousing, distribution, and fulfillment velocity, with working capital release.
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Consumer Products
CPG, food and beverage, and packaging supply chains.
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The industry wall
Fourteen sectors, one operating model.
Start with the deep page for your sector. The operating model is the same across all fourteen.
Manufacturing & Industrials
OEE and throughput, quality and yield, MRO, and production and program operations.
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Energy
Generation, grid and transmission, renewables and storage, and energy retail operations.
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Health & Life Sciences
Revenue cycle, prior authorization, claims, patient access, and care operations.
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Logistics & Transportation
Network design, allocation, inventory and working capital, throughput, and fulfillment.
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Consumer Products
Demand and supply planning, trade and margin, service levels, and fulfillment.
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Retail
Merchandising, inventory, and store and fulfillment operations.
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High Tech
Capacity, utilization, reliability, and procurement for large-scale infrastructure.
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Aerospace & Defense
Legacy modernization, certification and traceability, supplier chains, and MRO.
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Agriculture & Food
Production, processing, cold chain, and distribution operations.
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Automotive
Production, supply chain, quality, and aftersales operations.
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Commercial Real Estate
Portfolio performance, leasing and tenant operations, and working capital across the asset base.
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Chemicals
Production and yield, energy and feedstock, and supply and distribution operations.
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Utilities
Grid operations, outage and asset management, and customer operations.
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Construction & Infrastructure
Capital programs, project controls, procurement, and field operations.
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How we work
Four problem domains, every industry.
Clients hire us on one problem domain and discover they have the other three. The mechanism is the same across all four: twelve-week cycles, named senior experts, AI agents on production workflows.
Proof
AI operationalized at Fortune 100 scale.
Trusted by teams at...
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Direct line
Operationalize AI this quarter.
Twenty-five minute call. A Cycle 1 sketch tied to the operations in your industry right now. Baseline mechanics, named experts, the fastest-payback levers. No slides, no obligation.
No obligation. We pick up.
Frequently asked