Isolated agents stay demos. Orchestrated architectures deliver.
Agents only create value when data and infrastructure carry them. We therefore combine three layers into one coherent solution: a scalable cloud infrastructure, a consolidated data architecture, and the orchestration of specialized agents. The six showcases further down run on exactly this architecture — only shaped to each industry.
Multi-agent orchestration with Foundry, Copilot Studio and MCP. Agents access the data layer — not isolated silos — and become industry-specific via Vibe Coding.
A consolidated data architecture that unifies existing sources — with clear governance, reliable quality and end-to-end lineage. Only on this foundation do agents become experts.
Azure Landing Zone per CAF, Container Apps for secure portal hosting, Entra ID for identity, Key Vault for secrets. Without a solid foundation, every AI demo stays a demo.
Six industries. The same architecture.
Every portal is live and shaped to its industry. What differs is the data model, agent roles and business logic — not the architecture underneath.
CellMind
Fragmented SPC data — defects slip through slow, manual triage.
Real-time quality data analysis, SPC trends and essential risk assessment.
Azure DRIVE
Vehicle, quality & SBOM data spread across platforms — no unified view.
Cross-platform vehicle, quality & SBOM analysis in one intelligent interface.
LogiMind
Supply chain risks invisible until crisis. Manual routing wastes capital.
Automated logistics & supply chain intelligence with proactive risk & routing analysis.
GridMind
Massive, fragmented charging data — no system connects it to decisions.
Multi-agent EV charging intelligence with uptime monitoring, grid forecasting and compliance.
LifeMind
Clinical data, regulatory filings and research in separate silos — slow decisions.
AI-powered pharma intelligence for clinical trials, compliance and drug development.
FinMind
Risk assessments, compliance checks and customer analytics require manual, error-prone processes.
Multi-agent banking intelligence for risk analysis, compliance monitoring and portfolio optimization.
