AI-Data-Foundation-Check 2026

A practical self-assessment for data and AI leaders that reveals whether your data infrastructure reliably supports AI projects—or is quietly undermining them.

These companies already trust in Goldright

The reality in companies

Does this sound familiar?

Most AI initiatives don't fail because of the AI itself. They fail because of the underlying data.

  • Your AI pilot is producing inconsistent results
    Because there is no unified master data management in place—the same entity exists in three systems under three different names.

  • Business departments don’t trust AI outputs
    Every recommendation is manually double-checked. The efficiency gains you built the business case around never materialize.

  • Your AI budget is being drained by data cleansing
    Instead of scaling real use cases, 60–80% of all AI project resources are going toward cleaning and harmonizing raw data.

  • Compliance blocks the AI rollout
    Unclear data sources, missing governance structures, and incomplete audit trails turn regulatory approvals into an endless loop.

  • Compliance blocks the AI rollout
    Unclear data sources, missing governance structures, and incomplete audit trails turn regulatory approvals into an endless loop.

40%

better regulatory compliance scores through MDM

70%

less effort in AI data preparation

99,9%

Data accuracy with golden records as the foundation for AI

What you can expect

9 Pages. 6 Dimensions. Your AI-Readiness.

The AI Data Foundation Check provides more than just a result—it provides a clear roadmap.

Self-Assessment: 10 questions on AI-readiness

Identify blind spots in your data architecture—with a specific score for each dimension.

Data dimensions for AI-success

Quality, consistency, governance, etc. — learn how to measure each aspect accurately and improve them in a targeted manner.

Quick Wins: Immediate measures with measurable impact

Concrete steps you can take right away—without a large budget. Prioritized based on cost-benefit ratio.

Quick Wins: Immediate measures with measurable impact

Concrete steps you can take right away—without a large budget. Prioritized based on cost-benefit ratio.

What Data Leaders say

With Goldright we have a professional standard solution that brings together both the capture and provision of highly complex master data and transactional data under one roof.

Dieter Matthes, Leiter Beteiligungen, Thüga AG

Dieter Matthes

Head of Investments, Thüga AG

AI that truly understands your data.

With native MCP integration, AI agents access your verified Golden Record directly and in real time — without additional interfaces and without data loss.

  • Fewer hallucinations thanks to verified real-time data

  • Granular permissions instead of uncontrolled access

  • Seamless audit trail for every AI response

FAQ

Frequently asked Questions about the Check

  • Do I need prior knowledge of master data management to take the assessment?
    No. The AI Data Foundation Assessment is specifically designed so that it can be completed even without in-depth MDM expertise. It is intended for data leaders, CDOs, CIOs, and project managers who want to realistically assess the status of their data infrastructure.

  • How long does the self-assessment take?
    The 10 questions in the self-assessment can be completed in 15–20 minutes. However, depending on how thoroughly you want to conduct the analysis, the evaluation may take longer.

  • What size of company is this assessment suitable for?
    The assessment was designed specifically for medium-sized and large companies that are planning AI initiatives or want to stabilize ongoing projects. However, any company that wants to ensure a solid data foundation for AI projects can benefit from it.

  • What happens after the download?
    Sie erhalten das PDF sofort per E-Mail und können mit dem Selbstcheck starten. Darüber hinaus können Sie optional ein kostenloses 30-minütiges Erstgespräch mit einem unserer MDM-Experten buchen, um Ihre Ergebnisse gemeinsam zu besprechen und nächste Schritte zu definieren.

  • Is the AI Data Foundation Check really free?
    Yes, it’s completely free. All you need to do is provide your business email address so we can send you the PDF and provide you with more information if you’re interested.

Talk to our MDM-Experts

Your personal contact

Philipp Seibald, Vice President Sales bei Goldright

Philipp Seibald

Vice President Sales

+43 664 60801616

[email protected]

How can we help you?

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