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Case Study

Spare Parts Commerce with AI-Powered Self-Service for a Leading U.S. Bakery Equipment Manufacturer

The largest U.S. bakery equipment manufacturer was losing parts revenue to third-party suppliers and fielding orders by phone and email. iSERV and Aether gave customers a self-service parts store with 3D equipment views, live ERP pricing and a 24/7 AI assistant.

Engagement at a glance
Client
Largest U.S. bakery equipment manufacturer
Industry
Food and bakery equipment
Solution
ITHENA iSERV with the Aether AI Platform
Scope
Parts eCommerce, 2D and 3D exploded BOMs, ERP integration, AI chatbot
Headline result
32% more spare parts revenue
Opportunity for impact

Three numbers the parts business moved.

Results from moving spare parts ordering onto iSERV and Aether.

32%

Increase in spare parts revenue

Customers found and bought the right part themselves instead of going to third-party suppliers.

27%

Boost in customer satisfaction

Part identification, order support and order status answered by the AI chatbot at any hour.

37%

Reduction in order cycle time

Live inventory, pricing and ATP from the ERP removed the back-and-forth before each order.

About the client

Meet the organization and understand the context behind the transformation.

The largest U.S. bakery equipment manufacturer focused on enhancing its manufacturing processes through innovation and technology. Facing fragmented ordering channels, limited self-service capabilities, and revenue leakage to aftermarket suppliers, the company partnered with ITHENA to implement the iSERV and Aether AI Platform. The result was unified spare parts data, seamless digital ordering with interactive 2D/3D equipment views, real-time ERP integration, AI-powered conversational support, and agentic recommendations that improved revenue, customer satisfaction, and order efficiency

In their words
iSERV and Aether have transformed how our customers discover and order spare parts. With seamless digital self-service, real-time visibility, and AI-driven support, we’ve significantly improved speed, accuracy, and customer experience across our aftermarket operations.

— Director of Aftermarket Service Operation
Key challenges faced

Parts orders scattered across phone, email and distributors.

Customers could not find the right part on their own, so revenue leaked to aftermarket suppliers.

  • Manual and fragmented spare parts ordering processes across phone, email, and distributor channels
  • Limited self-service capabilities for customers to identify, select, and purchase the right spare parts
  • Revenue leakage due to customers sourcing aftermarket spare parts from third-party suppliers
  • High dependency on service teams for troubleshooting, order inquiries, and support requests
Our solution

ITHENA's iSERV and Aether empowered the client with:

ITHENA’s iSERV and AI Platform, Aether, empowered the client with:

End-to-end E-commerce

Enabled self-service ordering through interactive 2D/3D equipment views and 360° exploded BOMs for precise spare part selection with real-time availability and pricing

Seamless ERP Integration

Integrated enterprise ERP systems to enable real-time visibility of inventory, pricing, ATP/CTP, and logistics, ensuring accurate and efficient spare parts ordering

24/7 AI Chatbot

Enabled always-on conversational AI chatbot for spare parts identification, ordering support, troubleshooting, and real-time order status via natural language

Agentic AI for Proactive Ordering

Delivered RSPL-based recommendations, proactive alerts, and automated ordering workflows to identify required and replacement spare parts

Inside the console

Every part, one search away.

An illustrative view of the parts storefront the client's customers use: exploded BOMs, live stock and AI support in one place. Figures other than the client's results are examples.

parts.ithena.app/catalog/rk-90/exploded
piSERV Parts CatalogExploded BOMOrdersAether 3 AS
Catalog/Rack ovens/RK-90
Exploded BOM, pick a partRK90-TT-455 · backorder
RK-90 rotating rack oven · 360° exploded viewStock, price and ATP read live from ERP
Aether chatbot answering around the clock, 418 sessions today · 09:54:18
Aftermarket, against baselineLive
0%Spare parts revenue, up
0%Customer satisfaction, up
0%Order cycle time, down
0Catalogue lines online
Where orders come from now, share of order lines
Self-service web38
Aether chatbot27
Agentic re-order21
Phone desk9
Email5
ERP and Aether activity2 stock flags
RK90-TT-455 — zero on hand, ATP confirmed 11 Oct2m
RK90-HX-204 — 8 left, under the reorder point9m
SO-22841 confirmed, 6 lines, ships today14m
Aether matched a customer photo to RK90-DG-01221m
Distributor price list refreshed from ERP35m

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