How our unique 3-layer architecture delivers intelligent supply chain automation for Manufacturing, Freight, and Retail operations.
Full 200 SKU classification
Trapped capital identified
Inventory health score uncovered
vs $6-12K human analyst
Unlike generic AI tools, our agents are built with three distinct layers of intelligence, each adding depth and business value.
Basic reasoning to handle real world exceptions. When the ship is late, what happens to land transport? When a supplier misses a deadline, which orders are affected?
Each layer builds on the one below, creating depth of understanding
The same 3-layer architecture, configured for the specific challenges of your industry.
Production delays cascade through your supply chain. One late component stops an entire line.
Layer 1 spots the delay. Layer 2 knows your lead times and safety stock rules. Layer 3 checks your ERP for alternatives and triggers backup suppliers.
Prevent production stoppages before they happen.
A global footwear brand put our 3-layer architecture to the test. Here is what happened.
A global footwear brand manages thousands of products across multiple ranges each season. Their team was overwhelmed trying to track which styles and sizes were selling well and which were sitting unsold.
Their best-selling products were running out before anyone noticed. By the time they reacted, popular items were already out of stock - and customers went elsewhere.
Meanwhile, old stock was taking up expensive warehouse space and tying up cash. No one had time to identify it or find buyers.
Hiring a dedicated analyst to manage this would cost $6,000 to $12,000 per month - and even then, they could not check fast enough to stay ahead of the problem.
Our 6-member digital team uses all three layers: foundation reasoning to spot anomalies, supply chain knowledge for best practices, and direct ERP integration for real time data.
Reviews sales data and categorises every product by how fast it sells - identifying what needs attention.
Every 6 hours, the digital team reviews your entire inventory. Products are sorted by how well they are selling, and the team automatically prepares both restock orders and clearance recommendations.
In a live test with 200 products, the digital team completed a full analysis in just 4.5 minutes - work that would take a human analyst several days.
The analysis revealed the inventory needed urgent attention. The digital team immediately sorted every product into clear action categories.
17 top-selling products were running low - within two weeks of selling out. Restock orders were prepared immediately.
33 products identified as slow-moving, with $562K in value sitting idle in the warehouse. Clearance offers were prepared.
The digital team prepares recommendations - but your team makes every final decision. Nothing is ordered or sent without human approval.
Every recommendation is checked against your budget limits, profit margins, and business rules before it reaches your team.
The process hits a hard stop at the Human Approval Gate: absolutely no purchase orders are submitted and no emails are sent without a human clicking "Approve".
The brand can now analyse 5,000 products four times daily for around $2,800 per month- less than a week of an analyst's salary.
17 top-selling products identified as running low, with restock orders prepared before they could sell out.
33 products identified as slow-moving, representing $562K in capital that could be freed up.
Inventory is reviewed automatically every 6 hours - no manual checking required.
Analyse 5,000 products four times a day for around $2,800/month - a fraction of hiring an analyst.
Explore how our 3-layer AI architecture can deliver intelligent automation for your Manufacturing, Freight, or Retail operations.