Build Claude Systems That Actually Work

InterWorks combines data engineers, software developers and agent architects to help organizations deploy Claude responsibly at scale. We build and operate AI systems that are reliable, governable and actually used.
Our practice bridges data platform expertise with Claude’s capabilities, not as separate initiatives, but as one integrated strategy.
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Our Claude Practice

We built our practice on data platforms. For thirty years, we’ve helped organizations modernize how they access and use data. Then Claude arrived and changed what data engineering enables. Our customers needed someone who understood both the technical foundation and the AI capability. That’s where we focused.

How We Work with Claude

We combine data engineers and AI builders as one integrated team. Our methodology starts with your data foundation, establishes governance frameworks and semantic models, then architects Claude systems within that foundation. The outcome is production systems that are reliable, governable and actually used.

Forward-Deployed AI Engineering

 

Embed expertise directly in your team. Senior engineers work alongside your organization, transferring capability as systems ship so you’re not dependent on external support.

AI Prototype to Production
 

Move Claude applications from prototype to production safely. We handle deployment architecture, integration, testing and on-going management so your applications work in the real world.

AI Architecture & Platform Operations


Integrate Claude into existing infrastructure without starting over. We design systems that work reliably with your current data platforms, handling orchestration, security and scale from day one.

Claude Agent & Workflow Systems


Run critical workflows faster and more reliably. We build autonomous agents that operate safely within your business processes, handling task decomposition, human oversight and integration with your systems.

Data Foundation & Governance


Make data trustworthy enough for Claude to operate on. We establish the infrastructure, access controls, audit logging and policies that let Claude work safely at scale while enabling teams to move faster.

Semantic Layer, Data Integration & Context Architecture


Get Claude answers that are accurate and verifiable. We build semantic models, retrieval systems and data integration pipelines that give Claude the trusted vocabulary it needs to operate reliably across data.

Case Studies

Scaling Claude Adoption Responsibly Across the Enterprise at Keplr Vision

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Governed Claude Agent for Snowflake Data Access

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Autonomous Claude Agents for Software Development Operations

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What Our Clients Say

"We approached AI with a clear objective: Move beyond experimentation and solve real business problems. By pairing disciplined rollout with strong governance and practical use cases, we've seen rapid adoption and meaningful productivity gains.

InterWorks has been invaluable in helping us scale responsibly while controlling costs and maximizing long-term value.”

Linus Russell, CIO // Keplr Vision

AI ideas to implementation: Building production-ready
AI across the organization

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More Claude Resources

How to Install Claude Code on Windows 11

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Governed Natural Language Access to Snowflake Data via Claude Desktop

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Get Work Done with Claude Code: An Intro to Using Agents

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Frequently Asked Questions

We combine data engineers and AI builders as one integrated team. Most firms separate data and AI as distinct practices. We’ve learned they need to move together, with governance and semantic clarity built in from day one.
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Claude changes what data engineering enables. It’s not about replacing what you’ve built, it’s about accelerating it. A governed data foundation makes Claude smarter. That’s why we focus on the integration between data and AI.
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We start by understanding your data foundation and Claude goals, then assess governance readiness and identify integration points. We develop a phased deployment plan focused on deploying Claude where it matters most, safely.
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We work at every stage, from assessment to pilot to production scaling. Whether you’re evaluating Claude’s fit, running a PoC or deploying enterprise-wide, we have services for each phase. Many clients start with architecture assessment.
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Yes. We integrate Claude with your data infrastructure, semantic layers and governance frameworks so Claude becomes part of your platform architecture, not a separate tool running on the side.
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We provide hands-on training tailored to different roles and embed expertise directly in your organization to accelerate adoption. Claude won’t create value if your team doesn’t know how to use it.
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The problem is usually not Claude. It’s the data foundation, governance or team enablement. We help diagnose what’s blocking value and fix it, whether that’s architecture changes, governance or training.
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Yes. We offer managed services that include monitoring, optimization and ongoing consultation.
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Interworks GmbH
Ratinger Straße 9
40213 Düsseldorf
Germany
Geschäftsführer: Mel Stephenson

Kontaktaufnahme: markus@interworks.eu
Telefon: +49 (0)211 5408 5301

Amtsgericht Düsseldorf HRB 79752
UstldNr: DE 313 353 072

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InterWorks is now a Claude Select Certified Consulting Partner