Why MaiAgent Says Enterprises Should Stop Building RAG from Scratch

The pitch responds to a pattern the company says it saw across Asia. Enterprises spent months stitching together open-source retrieval models, orchestration layers and compliance tooling. The result: systems that are hard to maintain and harder to audit. MaiAgent consolidates those layers into a single stack that supports SaaS, private cloud, on-premises and hybrid cloud deployments.

Daniel Fu, head of global marketing at MaiAgent, said the company's experience in Asia showed that enterprises do not need another isolated AI tool. “They need a governed AI Core that lets teams safely use the right data with the right permissions,” he said. “We now see the same need in other markets.”

MaiAgent holds ISO/IEC 27001:2022 and ISO/IEC 27701:2019 certifications. Those matter for the regulated industries it targets. The company's guiding principle is “AI thinks. Agents act.” At VivaTech, it was connecting with enterprise customers, channel partners and technology partners as part of its push into European markets.

The company claims benchmark-validated retrieval accuracy above 95% in production environments. That specific number will be tested by competing platforms. For enterprises evaluating whether to build or buy, the decision often comes down to how much control they need over data sovereignty and how fast they need to move. MaiAgent is betting that speed and governance, not customization, are what win the deal.