Consulting · GenAI & Agentic AI · AI/ML & Data

Put generative AI to work inside your operations

We design and deploy sovereign AI agent systems — from strategic audit through to running them in production. Secure architectures, EU AI Act compliance, measured impact.

Your teams spend real time on work AI can do reliably. We deploy the agents that give that capacity back — in production, against contracted KPIs.

AI Agents & GenAI Vibe Coding MCP Solutions A2A Solutions RAG (Knowledge Bases) NLP Pipelines Machine Learning Deep Learning MLOps & Cloud (AWS/Azure) EU AI Act GDPR Compliance
8+ Years of Python & ML
3+ Years of GenAI in production
−45% Support resolution time (Agentic AI)
−20% Tier-1 support load (Navigator AI)

Services

Consulting and AI engineering engagements aligned to your business problem — from strategic framing to running in production.

Omicron AI Labs works with technical and business leadership to turn AI opportunities into concrete advantage. Our offer covers the full AI lifecycle: strategic audit, GenAI solution development, MLOps infrastructure and team enablement.

An independent practice with no captive vendor partnership, we recommend and deploy what actually fits your technical, regulatory and budget constraints. Every engagement is scoped with explicit KPIs, a defined scope and measurable delivery milestones.

AI Strategy

AI maturity audit, high-ROI use case identification and a transformation roadmap. We align your AI strategy with your business objectives and regulatory constraints.

  • Audit report & opportunity map
  • AI roadmap prioritised over 6–18 months
  • Validated proof of concept
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Agentic AI, RAG & Cloud Engineering

Design and deployment of bespoke AI applications: autonomous agents, RAG and GraphRAG systems, domain copilots, NLP pipelines and industrialised LLM integrations.

  • Production-ready AI agents (Bedrock, AgentCore, Strands)
  • Semantic RAG systems (OpenSearch, vector stores)
  • APIs & technical documentation
  • CI/CD pipelines (GitLab CI, GitHub Actions)
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Training & Enablement

Bringing technical and business teams up to speed on generative AI, LLMs and MLOps practice. Bespoke workshops, lasting skills transfer, technological independence.

  • Hands-on GenAI & prompt engineering workshops
  • MLOps and AWS / Azure deployment training
  • Internal documentation & support
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Method

Four stages, each producing a concrete deliverable.

An AI project does not succeed on algorithms alone. It depends on a precise reading of the business context, a fitting technical architecture and disciplined human support. Shaped across engagements in demanding environments — investment finance, international medtech, public bodies — our four-stage method makes sure every engagement starts with the right framing, runs with discipline, and ends with genuine skills transfer.

We refuse siloed deployments and unmeasured value promises. Every stage produces a concrete deliverable — audit report, validated prototype, documented production code — that marks progress and keeps your teams aligned throughout.

Audit & Strategy

High-ROI use case identification, feasibility analysis and success KPI definition. Deliverable: audit report and an AI roadmap prioritised over 6–18 months.

Prototype (PoC)

Rapid proof of concept with RAG or agents in two to four weeks. Technical assumptions validated with your teams before any large-scale commitment.

Hardening & Testing

Rigorous model evaluation (DeepEval), robustness testing and GDPR / EU AI Act alignment. Production-ready, documented and compliant code before any deployment.

Scale (Production)

MLOps deployment on AWS or Azure, production monitoring and team training. Scaling with KPIs measured at delivery and lasting skills transfer.

Selected work

Systems delivered into production for clients across finance, medtech and the public sector.

Vigilant IQ — Clinical trials AI agent

Predictive intelligence for clinical trial oversight. The autonomous agent reads sample-collection metrics, produces 36-month forecasts and automates 13 CRUD operations over OpenAPI — so clinical teams decide on live data.

GenAI support agent

Agentic assistant for tier-1 support. −45% resolution time, −20% tier-1 load, with a full audit trail on every answer.

Data Analyst Agent — NL-to-SQL

Natural-language questions translated into validated SQL, opening data access to business teams without a technical bottleneck.

INFPC — Virtual assistants, Luxembourg

Three conversational AI assistants for a Luxembourg public service, on a full RAG architecture over proprietary data.

KONVOO TEP — Patient intelligence, pharma

Large-scale patient feedback analysis. NLP pipeline over 12M+ verbatims with multilingual sentiment analysis and a Neo4j knowledge graph.

Trust & Sovereignty

Our commitments for responsible, secure and compliant AI

EU AI Act & GDPR compliance

Privacy-by-design architecture, regulatory documentation and alignment with the European framework — from the design phase onward.

Sovereign cloud & open source

Deployment in private VPCs, open-source alternatives available and full control of your data — with no hyperscaler lock-in.

End-to-end data security

Encryption, granular access control, complete audit trail and isolation of sensitive data at every stage of the AI pipeline.

Request your free AI audit

A 30-minute framing session to identify your high-ROI use cases and set out your AI roadmap. No commitment.

Book a slot directly:
Book a 30-minute call — or fill in the form below

Tailored strategy

Analysis of your processes and recommendations built for them

Fast ROI

Solutions focused on measurable business impact

Security guaranteed

GDPR compliance and protection of your sensitive data