Industries / Retail & Consumer Packaged Goods
Inventory and demand that don't wait for a quarterly review.
Retail and CPG operate on thin margins across thousands of locations, where demand shifts by the day and customer experience is set by e-commerce leaders, not category peers. We build agents that keep forecasting and operations current in real time.
Talk to our teamKEY CHALLENGES
WHAT WE DO BEST HERE

Data Analytics & GenAI
Real-time demand forecasting across thousands of stores, updated as sales data comes in rather than on a weekly batch cycle.
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Agent Orchestration
Replenishment and inventory agents tied to live point-of-sale and warehouse data, acting before a stockout happens.
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Web & App Development
Customer-facing platforms built to handle peak-season traffic and match the experience e-commerce leaders have set as the bar.
Learn moreOUR RETAIL TECHNOLOGY EXPERIENCE
Global retail & CPG client
Read the case studyFAQ
Retail & Consumer Packaged Goods + agentic AI — questions, answered.
How can AI agents improve demand forecasting for retail and CPG?
AGS agents forecast demand in near real time, updating as point-of-sale data arrives instead of waiting for a weekly batch run. Seasonal and promotional spikes that break static models are absorbed as signals come in. One global retail and CPG client now has 4,000 stores forecasted in real time, with every model action logged and reviewable.
What retail operations can AGS automate with autonomous agents?
AGS automates replenishment, inventory rebalancing, pricing, and promotion execution across thousands of locations. Agents tied to live POS and warehouse data reorder and move stock before a shelf goes empty, and adjust prices from governed data automatically. Every action is logged and reversible, so store and category teams keep full oversight of what agents change.
Can agents prevent stockouts and overstock across many stores?
Yes. AGS agents watch live inventory and sales signals and rebalance stock across stores and channels before a location runs short or piles up excess. Because they act on real-time data rather than a lagging batch view, they close the gap between demand signal and action. Each move is recorded, so exceptions stay easy to trace.
How do autonomous agents handle retail pricing and promotions?
AGS agents ground every pricing and promotion decision in governed data and execute the change automatically across the network. Margins under pressure get protected without waiting for a quarterly review or a manual repricing cycle. Human-in-the-loop gates hold on sensitive moves, and each decision is logged and reversible so merchandising teams retain control.
Can AI agents modernise retail customer service without losing brand control?
Yes. AGS agents resolve common customer service requests at the speed shoppers now expect from e-commerce leaders, handing off cleanly on anything that needs a person. Agents run under least-privilege access and log every action, so response times improve while brand voice and policy stay enforced. Certified to ISO 27001 and SOC 2.
See what real-time forecasting looks like.
Tell us the workflow that matters most in your operation.
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