AI-Ready Data Aligned with Organizational Transformation

As AI reshapes industries, one thing is clear: AI is only as powerful as the data behind it. The stakes have never been higher — but for organizations ready to act, this is a moment to lead.

We help data and analytics leaders uncover AI’s potential by solving today’s most pressing data challenges while building the strong, scalable foundations needed for tomorrow’s breakthroughs.

The Impact and Realities of AI

AI is Accelerating, but Data Is Still a Mess

Challenge: Organizations face increasingly fragmented landscapes of structured and unstructured data.

Solution: Build modernized data infrastructures with robust data governance, quality control processes that are engineered for AI-innovation.

Companies Need AI, but They Need It To Be Practical

Challenge: It is overwhelming trying to differentiate between attainable AI solutions and hype, while needing to act now.

Solution: Focus on AI-enabled BI, automation and data workflows that integrate seamlessly with existing systems. Balance safety with opportunity.

AI Is in High Demand, but Data Leaders are Overwhelmed

Challenge: You’re trying to reshape strategies and infrastructure for an AI-driven future — often without the resources or clarity to get there.

Solution: Design practical, phased data programs that are grounded in real-world impact and make AI transformation achievable.

SERVICES

Data Strategy for AI

Turn complexity into clarity by identifying your highest-value use cases, evaluate feasibility, and build a prioritized roadmap and transformation program with change management at the core.

Data Pipeline Optimization for AI

Rework data infrastructure with pipelines engineered specifically for AI workloads and AI-specific requirements while balancing performance, cost and governance needs

Data Architecture & Engineering for AI

Design and implement the essential technical data foundation required for sustainable AI initiatives, assess current infrastructure and build future-state architectures.

Semantic Layer Implementation

Develop a unified semantic layer that translates complex data structures into business-ready AI assets, enabling consistent, governed access to enterprise data for AI applications.

Data Governance for AI

Define AI data governance policies and build frameworks to ensure ethical and compliant AI adoption. Implement lineage tracking, access control and data security for AI-driven insights.

AI-Powered Business Intelligence

Transform traditional BI into an intelligence hub by integrating advanced AI capabilities that automate insights discovery, enhance data visualizations and enable predictive analytics.

SOLUTIONS

AI Data Foundation Assessment

Evaluate your organization's current data infrastructure, governance practices and AI maturity. Identify gaps in data quality, accessibility and scalability, then deliver actionable recommendations to align your data strategies with AI-driven initiatives.

AI Center of Excellence (CoE) 

Establish a centralized hub for AI innovation to drive organizational transformation. Build governance frameworks, training programs and scalable tools to enable AI adoption across departments — supported by ongoing advisory services to ensure alignment with key goals.

Enhanced Data AI Accelerator

Modernize your data infrastructure with AI-ready architecture and optimized pipelines. Integrate AI-powered data catalogs to automate metadata management, lineage tracking and data discovery — ensuring both scalability and governance for your AI workloads.

Advanced BI AI Implementation

Transform your business intelligence systems with advanced AI capabilities like natural language querying, anomaly detection and predictive analytics. Design and deploy custom AI agents to automate workflows — backed by tailored implementation plans, solution design sprints, and ongoing monitoring and support for long-term success.

For 20+ years, we’ve guided companies through this type of change.
Let’s reshape your data foundations and turn AI’s potential into reality.

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40213 Düsseldorf
Germany
Geschäftsführer: Mel Stephenson

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

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UstldNr: DE 313 353 072

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