AI in B2B Starts With a Stable Foundation
Informatica’s position on AI is clear: AI outcomes depend on trusted, governed data.
In B2B environments, that translates into fundamentals:
- Clean transactions
- Consistent schemas
- Observable integration flows
- Controlled exception handling
AI does not fix broken integration layers.
It exposes them.
If transactions are inconsistent, schemas drift, or monitoring is reactive, AI agents will only amplify those weaknesses at scale. Automation without stability increases operational risk.
At aiDataWorks, we do not begin B2B transformation by “adding AI.” We begin by modernizing the foundation:
- Assessing legacy B2B architecture and partner dependencies.
- Migrating to cloud-native B2B on Informatica Intelligent Data Management Cloud (IDMC)
- Embedding governance and end-to-end monitoring
- Structuring transaction data for downstream AI consumption
Only after the platform is stable and observable do we enable AI-driven capabilities to enhance operations, improve exception handling, and optimize transaction flows.
AI improves B2B - but only when the foundation is sound.
Trusted data is not optional. It is architectural.
Want to connect?
Email us at marketing@aidata.works
Or schedule a 15-minute session: aidata.works/meet