Enterprise
End-to-end AI infrastructure for European organizations.
Karokan provides a unified solution from model evaluation through production deployment, with sovereign data handling and native regulatory compliance at every layer.
€10M+
Evaluation tasks delivered
24
EU languages
48h
Scope to start
AI Act
Compliance
From assessment to production in four weeks
Our platform converts your organizational context, domain requirements, and compliance constraints into deployed AI capabilities, supported by expert evaluation and embedded practitioners.
Week 1–2
Absorb organizational context
AI maturity assessment. Workflow mapping. High-value deployment identification. Data inventory and compliance baseline.
Week 2–3
Configure expert and practitioner teams
Selection and onboarding of Evaluation specialists and Advisory practitioners. Security clearance and regulatory verification.
Week 3–4
Deploy and deliver
First evaluation cycles or production integrations. Measurable outputs against defined success criteria.
Week 4+
Iterate and scale
Continuous feedback loops. Progressive capacity expansion. AI Act compliance verification. Extension to additional use cases.
Every deployment is supported by senior technical leadership with direct experience at the frontier of AI evaluation.
Use cases
Karokan teams are configured around the operational realities of regulated and multilingual environments.
Financial services AI compliance
Healthcare model evaluation
Legal AI verification
Industrial AI deployment
Multilingual model optimization
Government and public sector AI
Results in production
European regulated enterprise, multilingual deployment
Challenge. A European enterprise operating across multiple jurisdictions required evaluation, deployment, and governance support for internal AI systems touching regulated workflows and multilingual documentation.
Solution. Karokan configured a combined Evaluation and Advisory team, benchmarked the target workflows, deployed embedded AI practitioners, and implemented AI Act documentation and human oversight controls in parallel.
12 days
Time to staffed deployment team
24 languages
Initial evaluation coverage
41%
Reduction in external coordination overhead
Get in touch
Describe your deployment context, technical objectives, and regulatory constraints. Our team will respond within one business day.