Offering | MULTIPLAI | Data & AI Strategy

OUR OFFERING

Data & AI Strategy

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We empower your organization by seamlessly aligning your data & AI initiatives with your core business strategy

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OVERVIEW

AI success starts with

business alignment

Our experience shows that organizations aligning their AI strategy with their business strategy achieve greater success. By integrating AI into their core mission, these organizations enhance efficiency, unlock growth opportunities, and drive transformative change.

CURRENT CHALLENGES

COMPLIANCE

Do you have the right governance in place to ensure AI compliance?

Design lean governance to ensure compliance while fostering innovation

STRATEGY

Are you integrating AI into your core business – or "just experimenting"?

Align your AI strategy with your business strategy to achieve greater success

GENAI & AGENTIC AI

Are you making the most of GenAI - or just scratching the surface?

Unlock the full potential of GenAI & Agentic AI to deliver real impact

SCALING

Are you ready to scale your AI initiatives

effectively?

Move beyond pilots & drive complex AI projects enterprise-wide

INTRODUCTION

Data and artificial intelligence (AI) have the potential to revolutionize businesses — enabling smarter decisions, greater efficiency, and entirely new opportunities for innovation. Yet, for many organizations, there’s a significant gap between the possibilities of AI and the reality of implementing it effectively.

‍Challenges like siloed data, unclear strategies, regulatory uncertainties, and difficulty scaling AI initiatives often stand in the way of realizing its full value. As technology advances rapidly, organizations must bridge this gap with a clear, actionable approach that aligns AI efforts with business priorities. By addressing these challenges head-on, businesses can unlock the transformative power of data and AI while staying ahead in a competitive landscape.

THE POWER OF DATA & AI LIES IN ITS ABILITY TO SERVE THE BROADER BUSINESS STRATEGY, NOT AS STANDALONE PROJECTS BUT AS INTEGRATED ENABLERS OF GROWTH AND INNOVATION

WHAT WE DO

At MULTIPLAI, we help organizations unlock the full potential of data and artificial intelligence by aligning their data and AI strategy with overall business objectives. Our approach emphasizes that data and AI are not just IT topics—they’re central in driving business transformation. Whether you’re just beginning your data and AI journey or scaling existing initiatives, we provide actionable strategies tailored to your unique needs.

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AI GOVERNANCE & EU AI ACT

In a rapidly changing regulatory environment, effective AI governance is essential for compliance while driving innovation and growth. We help organizations build robust governance frameworks to identify, assess, and monitor AI risks, ensuring regulatory compliance. Our approach transforms obligations into opportunities for AI-driven innovation and scalability, turning governance into a strategic advantage for sustainable growth.‍‍

Advisory | Training & Enablement | AI Governance Set-up & Operating Model AI Inventory & Risk Assessment | Beyond Compliance

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E2E DATA & AI STRATEGY

Turning AI ambition into business reality requires a comprehensive, strategic foundation. We begin by assessing your current maturity and defining a bold vision for how data and AI can transform your business. From there, we identify high-value use cases to bring this vision to life, design clear implementation roadmaps, and establish scalable frameworks to embed AI seamlessly across your organization.

Maturity Assessment | Vision & Strategy | Innovation & Ideation | Value Case | Implementation Roadmap

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GENERATIVE & AGENTIC AI STRATEGY

Generative and Agentic AI are transforming industries by driving creativity, automation, and intelligent decision-making. However, these advancements also bring new legal challenges and require organizations to develop fresh skillsets to effectively implement and scale these technologies. We help businesses navigate these complexities by addressing regulatory concerns, identifying high-impact use cases, crafting tailored strategies, and building the capabilities needed to unlock the full potential of Generative and Agentic AI.‍

Strategy & Ideation | GenAI CoE | Risk Management | Technology Architecture | Training & Enablement

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DATA & AI FACTORY

Our Data & AI Factory offering helps organizations scale AI initiatives from isolated experiments to enterprise-wide, production-grade solutions. By combining standardized delivery processes, advanced governance models, and a product-driven approach, we enable seamless collaboration across business units, accelerate value realization, and ensure systemic impact. Together we build a robust operating model with high-efficiency production lines to deliver AI solutions with speed, scale, and impact.‍

Operating & Collaboration Model | Standardized Delivery & Production | Portfolio Management

ADDITIONAL SERVICES

In addition to our core data and AI solutions, we offer a diverse range of strategic data offerings, empowering organizations to harness data for broader business transformation, sustainability, and innovation.

DATA & AI INNOVATION

Use Case Ideation | Demo Development

Our Data & AI Ideation & Innovation service helps organizations unlock the potential of AI by identifying, prioritizing, and shaping use cases that align with strategic goals and user needs. Leveraging design thinking, we guide teams through creative ideation, rigorous scoping, and value assessment. For high-impact ideas, we can also take it a step further by creating initial demos to validate concepts and showcase value. From idea generation to implementation planning, we ensure your AI initiatives are innovative, impactful, and ready for production.

DATA STRATEGY

North Star | Data Products | Data Mesh | Data Acquisition

Our Data Strategy offering helps organizations unlock the full potential of their data as a strategic asset to drive innovation and value. We identify and prioritize the most critical internal data assets, guiding data governance and management efforts. We evaluate external data sources to complement and enrich these assets, with a particular focus on supporting AI initiatives. We also define the key data products needed to accelerate AI development in alignment with organizational strategy. Through the implementation of a modern data mesh, we enable organizations to manage and leverage their data effectively, providing a scalable framework for decentralized data architecture, operational models, and governance.

DATA GOVERNANCE

Governance Model | Policies | Tooling (e.g. Catalogue)

Our Data Governance offering helps organizations establish a robust framework to manage data as a strategic asset. We work with you to define the data governance operating model, including the necessary roles, governance bodies, and key processes to ensure data is properly managed and aligned with organizational objectives. This includes defining operating processes for data-related activities and responsibilities, such as training, conflict resolution, and domain management. We also assist in selecting and implementing essential technology enablers, like data catalogs, to ensure data quality, compliance, and accessibility, while fostering accountability and controlled data sharing across the organization.

DATA & ESG

ESG Reporting | Data Acquisition | APIs

Our Data & ESG offering helps organizations meet evolving ESG reporting requirements by leveraging data to ensure compliance, transparency, and sustainability. We help define and implement processes for capturing and managing ESG-related data, integrating data sources through APIs to enable seamless data sharing and reporting. Our approach includes identifying relevant ESG metrics aligned with regulatory standards, establishing systems to gather and validate ESG data, and creating scalable reporting frameworks that ensure accurate and timely disclosures. By enabling efficient data sharing and API integration, we empower organizations to stay ahead of regulatory changes and demonstrate their commitment to sustainability and responsible governance.

GET IN CONTACT

Want to know more or discuss your individual challenges with us?

MEET THE TEAM

REBECCA BURNS

Data & AI Strategy Lead

ZITA BOHN

AI Governance & EU AI Act Lead

FELIX RIESS

Data Strategy Lead

NIKLAS KOCH

Data & AI Operating Model Lead