Key Takeaways:
- Data quality at the moment an agent acts will determine your AI outcomes
- The importance of governance, built in not added later
- Your existing integration investment can be made agent-ready rather than replaced
What’s Inside?
This paper covers:
- Why AI agents make integration architecture a strategic priority
- A five-layer Stellaxius’ Agent-Aware Framework
- The role of MDM, data readiness and runtime data quality
- MCP, A2A, UTCP, ANP and ACP in enterprise architecture
- Governance, provenance, deterministic fallback and auditability
- How the Salesforce platform surface shapes the integration roadmap
- Where Stellaxius can help organisations move from readiness to delivery
What You'll Gain
By downloading, you’ll gain practical insights into:
- Why your integration layer will determine more about your AI outcomes than which model you choose
- How to extend your investment in MuleSoft, Salesforce and Informatica for a new kind of user AI agents
- The production gates that must hold before any agent acts on enterprise systems
Who Should Read It
This white paper is for the leaders who own retail execution and the Salesforce roadmap behind it:
- C-Level Technology Leaders
- Enterprise & Solution Architects
- Head of Integration / MuleSoft Leads
- IT Managers & Digital Transformation Leads
Gustavo Leitão
Head of Integration Practice, Stellaxius
Gustavo Leitão has 15+ years of experience across integration and order management initiatives in multiple industries and geographies. Throughout his career, he has contributed to complex transformation projects, combining business understanding with deep technical expertise to design and deliver scalable solutions.
This whitepaper has also been carefully reviewed by Stellaxius’ Head of Data & Analytics Filipa Ramalho, Head of AI & Strategy Filipe Freitas, Data Architect Rodrigo Santos and Integration Architect Tiago Nunes.

















