CUSTOMER STORIES · AMOTION EXPERIENCE

Customer stories. Work you can learn from.

Amotion customer stories on AI transformation and engineering workflows, alongside experience across distribution, SAP, supply chain and finance.

How teams put AI to work.

These stories describe work by Amotion, retained as shared experience for amotion.dev. Explore the original challenges, approaches and practices.

Customer storyBotree SoftwareDistribution management softwareAI Transformation · 7 minute read

How Botree automated documentation for large codebases using Claude

Botree worked with Amotion AI to create an AI-ready knowledge base in each repository using Claude Code.

Claude Code documentation
AI-ready codebases
Repository knowledge bases
Agentic SDLC
Human review

Read Botree Software story

Customer storyAutomatonsXEnterprise technology products and servicesAI Transformation · 4 minute read

How AutomatonsX brought agentic development into products and services

AutomatonsX worked with Amotion AI on ADLC, Claude Code, Linear and custom agents, supporting work across 20+ repositories and teams involving 100+ people.

Agentic development lifecycle
Claude Code
Linear workflows
Custom AI agents
Human-in-the-loop systems

Read AutomatonsX story

Customer storyHydralogicCodebase analysis and change planningAI Transformation · 4 minute read

How Hydralogic prepared complex codebases for change

Hydralogic worked with Amotion AI on MCP tooling, Claude Code plugins, documentation, FRDs and impact analysis before major code changes.

Codebase impact analysis
Claude Code plugins
MCP server development
Repository documentation
Functional requirements documents

Read Hydralogic story

From discovery to operation.

Combined experience across Asia, Europe, the United Kingdom and the Middle East.

Discoverthe workflow and opportunity

Buildagents around your systems

Improvewith evidence from real work

Six domains. Real operating complexity.

Data centers

AI training and transformation across infrastructure and operations.

SAP

Practical capability building for enterprise platform teams.

Supply chain & logistics

Training and transformation across connected operational systems.

International trade

Experience with teams supporting cross-border business workflows.

Distribution management

Capability and delivery practices across distribution products.

Financial services

AI training and engineering transformation across financial platforms.

Selected organizations from Amotion’s experience.

Cloud4C · Capgemini

CtrlS Datacenters

Americana Restaurants

Siemens

Petredec

Interflour

Noon Payments

Avnet

Retained from Amotion’s website; these are not presented as new amotion.dev engagements.

LET’S PUT AI TO WORK

Bring us the work that gets stuck.

One workflow. The systems it touches. The outcome you want to change. Let’s work out a useful first step together.

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