Claude Cowork vs. Genesis-AI: European Companies Need a Sovereign Software Factory
GENESIS-AI is a research project in the inLABs programme. The capabilities described are research goals, not an available product. Project status: inLABs
Anthropic, an American AI startup based in San Francisco, has just turned the software market upside down. The launch of Claude Cowork, an agent platform that automates entire business processes, caused the value of software companies to drop by $300 billion in a single day. Investors have realized that the era of "AI as an add-on to existing tools" is coming to an end. The era of AI as an operating system for business processes is coming. But is Claude Cowork the answer to the needs of European and Polish companies? Not necessarily.
What Does Claude Cowork Offer?
Anthropic has built an impressive product. Claude Cowork is an agent platform that:
- Performs multi-step tasks in the user's folders and browser.
- Integrates with popular tools: Slack, Figma, Asana, ServiceNow, Salesforce.
- Offers ready-made plugins for 11 business domains: legal, sales, marketing, customer support, finance, and others.
- Allows users to create their own sub-agents with dedicated permissions and prompt systems.
ServiceNow, one of Anthropic’s partners, reports that in early tests Claude cut its salespeople’s preparation time by up to 95%. It sounds revolutionary.
Problem: American Cloud, European Data
However, there is a fundamental problem that Anthropic does not solve: Claude Cowork only works in the Anthropic cloud in the US.
For many European organizations, this is a showstopper:
- Public sector and administration - citizens' data cannot leave the national infrastructure.
- Defense and security - NATO and national service requirements exclude processing in foreign clouds.
- Finance and banking - KNF and EBA regulations impose strict requirements on data location.
- Energy and critical infrastructure - DSO/TSO operators are subject to sectoral restrictions.
- Any company subject to the EU AI Act - from August 2025, high-risk AI systems must meet transparency, auditability, and human oversight requirements.
Claude Cowork, as a closed system from a US provider, does not give European companies the control required by regulators.
GENESIS-AI: towards a sovereign alternative
GENESIS-AI is a research project for an autonomous software factory built for European realities.
Why Does This Matter Now?
Jensen Huang, CEO of Nvidia, commented on the panic in the software market with the words: "It's the most illogical thing in the world to say that AI will replace software tools. AI will use them, not create them from scratch." He's right. But his argument works both ways: if AI needs tools, then whoever controls those tools controls AI.
European companies are faced with a choice:
- Hand over control of their processes to an American supplier.
- Build their own sovereign layer of AI automation.
Claude Cowork is a great product for companies that can afford to depend on Anthropic's infrastructure. For the rest — the majority in Europe — the GENESIS-AI project aims at similar automation without compromising sovereignty.
What's Next?
The AI workflow market has just entered a phase of consolidation. Anthropic has shown the way forward - agent-based automation of entire business processes. But it has also revealed the weakness of the "everything in our cloud" model.
The GENESIS-AI project aims to combine the best elements of this approach with European requirements:
- Orchestration of multi-step SDLC processes.
- Integration with existing CI/CD infrastructure and enterprise tools.
- Full control over data and models.
- Design in line with the EU AI Act and sectoral requirements
Companies that invest in sovereign AI automation today will have a competitive advantage for the next decade. Those that rely on American suppliers may wake up to a regulatory - or strategic - problem when it is too late to change course.