Data advisory at Vincit

We align business strategy, AI ambitions, and enterprise platform choices into a crisp execution plan. By combining commercial goals with your broader enterprise technology environment, we direct capital toward high-value operational outcomes.

Define your data strategy and governance with Vincit

Data strategy and modernization roadmap

Data strategy gives technology investments explicit direction, connecting digital initiatives directly with business growth targets. We evaluate existing data and system architectures to design phased modernization roadmaps that deliver commercial value from day one. Integrating SAP backend systems with Microsoft, Databricks, and custom software environments creates a solid foundation for advanced analytics and autonomous AI execution. This step-by-step progression maintains complete system stability while giving leadership a clear roadmap that simplifies complex technology choices. Organizations secure a clear investment roadmap that accelerates execution and simplifies platform decisions.

Governance and AI readiness

Strong governance turns enterprise data into shared, trustworthy business assets. We define clear ownership roles, access protocols, and quality standards so teams scale AI capabilities smoothly into daily operations. Applying ISO/IEC 42001 principles and EU AI Act standards creates a compliant, transparent operating environment. This structure ensures autonomous AI systems operate strictly within approved business context. Executive leadership gains total predictability and operational control across all enterprise AI investments.

Target architecture and platform selection

Right-sized target architecture keeps data moving smoothly while controlling cloud infrastructure spending. We design integrated solutions across Microsoft, Databricks, SAP, and broader cloud services to match exact business demands. Combining existing enterprise investments with modern cloud technologies builds a high-performance analytics ecosystem. Direct connections to operational workflows keep enterprise data immediately actionable for decision-makers. The business secures an adaptive technology ecosystem that expands seamlessly alongside commercial growth.

Case studies

Reima
Wholesale and retail

Helping Reima achieve first-class digital customer experience

Mandatum
Banking and insurance

Hunting for data treasure for Mandatum Life

Capital allocation: Capital flows directly into initiatives where data creates maximum commercial value.
Verified AI readiness: Governance frameworks enable secure, enterprise-wide AI automation.
Versatile platform integration: SAP core processes, Databricks, Microsoft, and broader software systems form a cohesive ecosystem.

Data-driven operations

Digital transformation: Data is not a source of growth unless it is invested in

Data & Analytics
Data-driven operations

Drinking our own champagne: How Vincit’s data-driven organization accelerated learning and business accountability

What is included in Vincit's data advisory service?

Vincit's data advisory service defines enterprise data strategy, governance frameworks, and cloud architecture by integrating SAP process context with your broader technology stack, including Microsoft and Databricks platforms. The service prioritizes high-value use cases and creates actionable roadmaps for scaling analytics and AI capabilities.

How does data advisory ensure safe enterprise AI deployment?

Vincit establishes AI readiness in alignment with accredited ISO/IEC 42001 principles and EU AI Act requirements by enforcing strict data ownership, access control, and quality standards. This setup guarantees that AI applications run on trusted enterprise context and satisfy compliance requirements.

How does Vincit guide platform choices across complex technology stacks?

Vincit evaluates current software complexity and commercial growth targets to design optimal multi-platform data architectures. Specialists align cloud analytics capabilities directly with SAP core backend systems and existing enterprise software, ensuring high-speed reporting while preserving continuous operational stability.

Suvi Albert

Business Area Lead

→suvi.albert@vincit.fi →LinkedIn

The record-setting 4-week SAP S/4HANA Public Cloud rollout

With Vincit, Ahlstrom set – and achieved – an ambitious, record-setting timeline: modernizing one of their plants’ ERP systems to SAP S/4HANA Public Cloud in less than a month.

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Vincit can help you turn agentic AI into profit

Potential is great, but profit is better. We at Vincit can help you identify the high-impact areas and turn AI into measurable business value. We are empowering AI-native businesses through the three pillars to build a lasting competitive advantage: Agentic AI for ERP, Agentic AI for commerce, and Tailored AI solutions.

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What agentic AI in commerce looks like in practice

AI agents are transforming B2B sales. But what does this look like in practice? Let's use a global machinery company as an example – navigate to the article to learn more.

Using AI-driven development to digitalizereal estate maintenance

In only 2 months, we turned a business idea into a commercial product for our client Quattro Lining. We created an algorithm-based forecasting service, PTS-Kompassi, that makes a complex, expensive industry (drain maintenance) transparent for housing companies – and should help Quattro Lining to dramatically increase their revenue.

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DATA ADVISORY

Clear direction for data and AI value