Problems by industry
AI for your industry
How AI moves into production in each industry, with the symptoms we most often see in assessments.
Retail
AI in retail: from demand forecasting to the right price at each store
AI-powered forecasting, pricing, assortment planning, and customer service in production, integrated with existing retail operations.
Manufacturing
AI in manufacturing: S&OP, maintenance, and quality with traceable decisions
From planning to the factory floor, agents and models integrated into the decisions that drive operations.
Financial services
AI in financial services: back-office operations, debt collection, and lending at scale
Agents that process documents, negotiate debt collection, and support lending within regulatory requirements.
Agribusiness
AI in agribusiness: field sales, logistics, and regional decision-making
Georeferenced data, intelligent routing, and agents on WhatsApp supporting teams in the field.
Education
AI in education: data strategy, retention, and academic operations
A data and AI roadmap for education groups, from governance to student retention.