AI YAI YAI! — Look what AI is doing to business
Industrial SolutionsGermanyTraditional Business

Answering Technical Queries in Less than a Minute with Custom Chatbot

Everllence, a German provider of industrial solutions, developed a custom generative AI chatbot using Amazon Bedrock to assist maritime engineers with troubleshooting and maintenance. The chatbot can scan millions of documents and real-time data to answer complex queries in less than a minute, significantly improving field support.

Everllence Germany 15,000 employees Europe
Everllence
1 minute or less
to respond queries

The Business

Everllence, a German provider of industrial solutions, developed a custom generative AI chatbot using Amazon Bedrock to assist maritime engineers with troubleshooting and maintenance. The chatbot can scan millions of documents and real-time data to answer complex queries in less than a minute, significantly improving field support.

Everllence · Europe · 15,000 employees.

Before AI

Maritime engineers troubleshooting complex diesel engines, often in remote locations, faced processes that could take hours, especially with new green technologies, lacking quick access to expert information.

What Changed

Everllence developed a custom generative AI chatbot using Amazon Bedrock and Anthropic's Claude models. This chatbot provides instantaneous answers to troubleshooting and maintenance queries for maritime engines by scanning 5 million technical documents and real-time equipment telemetry data from 1,778 connected sites.

The Result

The chatbot answers technical queries in 1 minute or less, providing relevant and accurate responses. This has sparked an AI transformation at Everllence, with plans to expand to more complex questions, automate daily equipment reports, and integrate with spare parts ordering systems.

Why this matters

AI Chatbots Deliver Rapid, Reliable Technical Support for Complex Systems

This case highlights how AI-powered chatbots can transform technical support in industries with complex machinery and remote workforces. By centralizing vast amounts of technical documentation and real-time data, businesses can empower their field teams with instantaneous, accurate information, drastically reducing downtime and improving operational efficiency.

The system's ability to evolve beyond simple Q&A to automating reports and integrating with other systems demonstrates the scalable potential of generative AI. Small and medium businesses can adopt similar strategies to create 'smart' knowledge bases, democratizing access to expert-level information and freeing up human experts for more complex tasks, ultimately enhancing customer satisfaction and opening new service possibilities.

Technology Used

Amazon Bedrock, Anthropic's Claude models
by Amazon Web Services (AWS)

Used for:

Building a custom chatbot for technical queriesScanning 5 million technical documentsIntegrating real-time equipment telemetry dataProviding accurate and validated information for engine troubleshooting and maintenance

Source

AWS
Vendor customer story
Answering Technical Queries in Less than a Minute with Custom Chatbot
Read original case study

Results are reported by the identified source/company and have not necessarily been independently verified by AI YAI YAI.

Could this work in your market?

Explore this opportunity in South Africa.

Explore Opportunity

Related Cases

GenentechBiotechnology

Genentech leverages generative AI to get lifesaving medicines to patients faster

Genentech deployed a generative AI system, gRED Research Agent, built on Amazon Bedrock Agents, to automate the laborious process of biomarker identification and validation. This system transforms research tasks that once took weeks into minutes, significantly accelerating drug discovery.

43,000 hoursof manual effort in biomarker validation across therapeutic areas, reduced from weeks to minutes per task.
Genentech ·
Sharp & Sharp Certified SeedAgriculture

South Carolina Seed Farm Digitizes Decades of Data and Boosts Real-Time Operations with ChatGPT

Sharp & Sharp Certified Seed, a multi-generational family farm, transformed its operations by digitizing decades of handwritten crop ledgers with ChatGPT, making historical data instantly accessible. The farm now leverages ChatGPT for real-time troubleshooting, logging field work, and making quicker, more confident decisions, significantly streamlining daily tasks.

Sharp & Sharp Certified Seed · USA
Strabag SEConstruction

Strabag SE builds a risk management solution to improve efficiency using Microsoft Intelligent Data Platform

Strabag SE, a global construction company, partnered with Microsoft to build a Data Science Hub to centralize decentralized data and leverage it for insights. This initiative led to the development of an AI-based risk management solution that uses algorithms to pinpoint at-risk construction projects, resulting in significant time and cost savings.

Strabag SE · Austria
A busy consumer product manufacturerManufacturing

Case Study: Manufacturer uses AI to boost capacity use and revenues

A consumer product manufacturer struggling with downtime and variable production quality leveraged AI to reorganize its workflows. This transformation involved AI-driven data processing, real-time dashboards, and computer vision for quality control.

15-20%improvement in capacity utilization and revenues
A busy consumer product manufacturer ·

AI YAI YAI!

LOOK WHAT AI IS DOING TO BUSINESS.

Real examples of businesses materially transformed by AI. Evidence first — every case keeps its original source.

The editorial rule

We only feature cases where AI materially changed a process, product, service or business model — not simply where someone started using an AI tool. Reported results are attributed to their source and not necessarily independently verified.

© 2026 AI YAI YAI · aiyaiyai.techEditorial admin