Meinhardt AI Centre of Excellence

Engineering teams across multiple regions were spending significant time on routine information retrieval, design review, and documentation cross-referencing. The challenge was deploying an AI system that engineers trusted, that met enterprise security requirements, and that improved measurable output without creating dependence.

Built a domain-specific RAG platform trained on Meinhardt's internal design standards, project documentation, and regulatory references. Human-in-the-loop review gates kept engineers accountable for AI-assisted decisions. Governance framework aligned with Singapore's IMDA MGF-Agentic guidelines.

Over 20% reduction in engineer time on routine tasks. AI-assisted design review deployed across six regional offices. Zero security incidents. Governance model became the template for the Group's AI deployment standards.

The AI Agent Readiness Audit Workshop applies the same diagnostic logic from enterprise deployments like this one to your marketing operations, in half a day.