Karokan Advisory
AI practitioners embedded where it matters.
Karokan Advisory integrates experienced AI professionals directly into your teams to deploy, fine-tune, and govern AI systems in production environments.
Talk to an expert →What Karokan Advisory delivers
Long-duration, high-accountability engagements. Not freelance marketplace placements. Practitioners embedded in your teams, accountable to your outcomes.
Embedded AI Practitioners
ML engineers, data scientists, data architects, and prompt engineers on long-duration engagements (3 to 12 months). Full integration into client teams, workflows, and development cycles. Daily-rate billing, transparent terms.
LLM Deployment & Integration
Production-grade model integration. RAG pipelines connected to proprietary data. Fine-tuning of open-source models (Mistral, Llama) for domain-specific applications. Post-deployment monitoring and optimization.
AI Act Compliance & Governance
Regulatory readiness for the EU AI Act (effective August 2026). Risk classification, documentation, transparency, and human oversight requirements. Governance frameworks for sustained compliance.
Capability Building
Structured knowledge transfer and team upskilling. AI literacy for business leadership. Lasting organizational capability, not permanent dependency.
Available practitioners
All profiles are anonymized pending engagement confirmation.
Senior ML Engineer
8 years
FR / EN / DE
AI Governance Lead
6 years
FR / EN
Data Architect
10 years
FR / EN / IT
Evaluation Specialist
4 years
FR / EN / ES
Additional profiles available on request. Network spans 500+ verified European AI practitioners.
Integration in four phases
From initial assessment to lasting internal capability, every Advisory engagement follows a structured deployment framework.
Assessment
AI maturity evaluation. Use-case prioritization. Technical and regulatory baseline.
Practitioner selection
Expert matching against project requirements. Security and regulatory clearance.
Deployment
Full team integration. First deliverables within two weeks of onboarding.
Knowledge transfer
Documentation, training, and structured handoff. Lasting internal capability.
Evaluation and Advisory as a single system
A lab training a model with Karokan evaluators requires practitioners to deploy it. An enterprise deploying an LLM requires experts to fine-tune it. Each engagement creates demand for the other. The marginal acquisition cost of the second contract approaches zero. This is not a portfolio of services. It is a compounding infrastructure.
Talk to an expert
Describe your deployment context. Our Advisory team will respond within one business day.