Nois AG pivots to general market with structured AI workbench

Nois AG, a 50-to-75-person software company based in Regensburg, Germany, has pivoted from serving high-regulated banking clients to a general-purpose market. The company launched the Cloud Solution Workbench, a product that enables spec-driven development using structured models rather than plain text. This approach allows teams to collaboratively define requirements, architecture, and design specifications. Nois replaced its previous deterministic code generators with large language models to increase flexibility, arguing that precise, structured input is necessary to avoid 'AI slop' and ensure production-ready code.

The company maintains a strategic OEM partnership with IBM and supports multiple AI providers, allowing customers to use their own keys or local models. Nois releases its product monthly and uses its own tool for internal development, which has improved collaboration and reduced discussion times. Johannes Bosler, responsible for technology development, noted that the shift from selling solutions to selling a product required significant changes in sales enablement and messaging. However, he stated that the core technology remained consistent with the company's 15-year history of model-driven development. Bosler argued that spec-driven development with structured models is superior to text-based prompting for AI coding, as it provides the precision required for high-quality software and facilitates better team collaboration.