2021.AI

2021.AI is a Copenhagen-based enterprise software company whose GRACE platform combines AI operations (MLOps and LLMOps) with a governance and compliance layer aimed at organizations running AI at scale. Rather than treating governance as a bolt-on, GRACE centers on an AI registry that automatically detects and catalogs models, tools, and workflows, then applies risk assessment, access controls, guardrails, and compliance monitoring across them. Its 'hub-and-spoke' architecture lets a central governance function set policy while individual business units continue to build, which suits large multinationals coordinating AI across divisions and geographies. The platform positions itself around 'sovereign' and resilient European AI, appealing to regulated industries such as finance, shipping, energy, and the public sector. GRACE serves a mixed audience of data scientists and ML engineers on one side and compliance, risk, and governance teams on the other, providing role-based collaboration, workflow automation, and audit-oriented reporting. Its breadth spanning model development through oversight distinguishes it from pure-play compliance registries, though that same breadth means buyers seeking only a lightweight documentation tool may find it heavier than needed.