Certinia pushes Veda deeper into AI-native services: theCUBE Research analysis

AI-native services are expanding beyond individual productivity for professional services firms, with Certinia's acquisition of Moonnox propelling Veda to a new level. Professional services firms are under pressure to deliver quickly without sacrificing quality, margins or accountability. Scott Hebner, a principal analyst at theCUBE Research, explains that AI-native services delivery relies on context and judgment, not just autonomy.

Veda, through Moonnox integration, connects project conversations, documents and requirements with structured operational data, providing informed judgment to clients rather than merely faster output. This contextual layer, created by Moonnox, fuses formal business records with unstructured information from daily delivery, such as meetings, messages and documents.

Early deployments show strong use cases in repetitive yet impactful work, like solution-architecture drafting and statement-of-work workflows. As digital workers handle more tasks, human expertise can focus on consequential decisions and client relationships, turning professional services into a hybrid workforce. Certinia's execution will determine whether Veda becomes a coherent intelligence layer, enabling continuous transformation of how organizations operate and deliver higher-quality outcomes.