AI replatforming endangers enterprise apps, Oracle poised to integrate data and workflows

Oracle and the AI "replatforming" of enterprise software

PARIS/NEW DELHI — Arthur Mensch, founder and CEO of Mistral AI, is telling audiences at major tech events that more than half of current enterprise software can be replaced by AI-driven applications, a development that directly touches the market Oracle occupies. Mensch argues AI now enables companies with the right infrastructure to connect data to models and build bespoke workflow apps in days, automating functions such as procurement and supply-chain orchestration that previously required vertical SaaS. That faster development cycle is prompting enterprises to consider replacing ageing, monolithic systems purchased two decades ago.

For Oracle, a long-standing provider of databases, ERP and cloud infrastructure, the shift presents simultaneous risk and opportunity. Mensch specifically notes that systems of record—software that houses core organizational data—are likely to remain, but will operate alongside AI layers that sit on top of those records. Oracle’s strengths in core transactional systems, database management and hybrid cloud could make it a natural integrator, providing the secure, compliant data plumbing AI applications require while enabling customers to modernise user-facing workflows without abandoning back-end systems.

The change elevates the importance of enterprise-grade data connectivity, governance and platform partnerships, areas where established vendors can monetise migration and integration services. Oracle’s autonomous database, cloud infrastructure and application tools position it to offer managed services that help customers replatform with control over data locality, security and compliance. Vendors that move quickly to offer AI-native developer tooling, model governance and tight integration with systems of record stand to benefit as enterprises look to reduce cost and accelerate digital transformation.

Data infrastructure and vendor roles

Industry leaders echo Mistral’s view that workflow software is most at risk while data infrastructure and governance become more valuable. Bipul Sinha, CEO of Rubrik, voices a similar expectation that the suppliers of secure, stable data stacks will be winners as companies adopt AI for operational workflows.

Mistral’s India push and enterprise partnerships

Mensch says Mistral serves more than 100 enterprise customers and plans to open its first India office this year, prioritising compliance, localisation and collaboration. For Oracle and other global cloud vendors, India’s market remains central to any strategy to support enterprises as they replatform critical workflows onto AI-enabled architectures.