End-to-end AI services that deliver measurable results
Hands-on guidance focused on ROI. From strategy to implementation, I work directly with your team to unlock AI's potential and drive competitive advantage.
AI Readiness Assessment
Evaluate your organization's AI maturity, infrastructure capabilities, and team readiness. Identify gaps and quick wins.
- Infrastructure & data audit
- Team capability mapping
- Gap analysis report
- Quick win identification
AI Strategy & Roadmap
Custom AI roadmaps aligned with business objectives. Prioritize use cases, model ROI, and plan talent leverage strategically.
- Use case prioritization
- ROI & impact modeling
- Talent leverage strategy
- Risk mitigation planning
System Design & Architecture
Technical blueprints and architecture diagrams for your engineering teams. Design scalable, maintainable AI systems.
- Technical architecture docs
- Integration diagrams
- API & workflow design
- Scalability planning
Multi-Agent & RAG Systems
Design and deploy multi-agent architectures and RAG pipelines. Ground AI responses in your proprietary knowledge.
- CrewAI / LangChain agents
- RAG pipeline design
- MCP & A2A integration
- Knowledge base systems
Cost Optimization & Self-Hosting
Audit AI expenses and propose self-hosted alternatives. Reduce vendor lock-in and cut costs without compromising performance.
- Expense audit & analysis
- Local LLM deployment (Ollama, vLLM)
- Self-hosted infrastructure
- Vendor cost reduction
Team Enablement & Training
Build internal AI capabilities through custom training. Upskill teams in prompt engineering, tools, and change management.
- Custom training programs
- Prompt engineering workshops
- AI tool proficiency
- Change management
AI Governance & Ethics
Develop responsible AI frameworks. Implement compliance policies, bias auditing, and monitoring systems.
- Policy development
- Compliance frameworks
- Bias auditing
- Monitoring systems
End-to-End Project Ownership
Full project leadership from conception to deployment. Manage teams, ensure quality, and deliver enterprise-grade solutions.
- Project management & oversight
- Engineering team supervision
- Quality assurance
- Enterprise & government deployments
AI Application Development
Build custom AI applications tailored to your needs. Chat interfaces, video/audio generation, automation workflows.
- AI chat web applications
- Video & audio generation
- n8n workflow automation
- Low-code/no-code platforms
A proven framework for AI transformation
The ARIA Framework guides every engagement. From assessment to acceleration, we ensure sustainable, measurable AI adoption.
Assess
Deep-dive evaluation of your current state. Identify pain points, opportunities, and quick wins to build momentum.
Roadmap
Prioritized, phased plan aligned with business objectives. Clear milestones, resource allocation, and success metrics.
Implement
Pilot programs and controlled rollouts. De-risk adoption with hands-on engineering and team support.
Accelerate
Scale successful initiatives, optimize costs, and build internal capabilities. Sustain competitive advantage long-term.
Modern AI & Infrastructure Stack
AI Infrastructure
- AWS Bedrock
- Google Vertex AI
- Azure OpenAI
- GCP
- Ollama
- vLLM
- Self-Hosted Solutions
AI Development
- RAG Pipelines
- Multi-Agent Systems
- CrewAI
- LangChain
- Model Fine-Tuning
- Prompt Engineering
- Context Engineering
AI Tools & Protocols
- MCP
- A2A
- Claude Code
- OpenCode
- n8n Automation
- AI Video Generation
- AI Audio Generation
Data & Analytics
- SQL & Data Analysis
- Tableau
- Python
- Vector Databases
- Supabase
- AI Chat Web Apps
- Business Intelligence
Frequently Asked Questions
What does an AI adoption consultant do?
An AI adoption consultant evaluates your organization's AI readiness, designs a strategic roadmap aligned with business goals, and guides implementation from pilot to scale. This includes technology assessment, vendor selection, team enablement, cost optimization, and governance frameworks to ensure responsible, measurable AI integration.
How much does AI consulting cost in Ireland?
AI consulting in Ireland typically ranges from €150–€300/hour for independent consultants, or project-based fees from €5,000 for assessments to €50,000+ for full strategy and implementation engagements. I offer a free 30-minute initial consultation to scope your needs and provide a transparent quote.
What is the ARIA framework for AI adoption?
ARIA stands for Assess, Roadmap, Implement, Accelerate. It is a structured consulting framework that guides organizations through AI transformation: assessing current maturity, creating a prioritized roadmap, implementing pilot programs with de-risked rollouts, and accelerating successful initiatives to scale with built-in cost optimization.
How long does an AI strategy engagement take?
A typical AI strategy engagement takes 4–8 weeks for the assessment and roadmap phases. Pilot implementations run 2–3 months, and full-scale rollouts vary by scope. I work in phased milestones so you see measurable progress and ROI at each stage before committing further.
Do I need a vector database for RAG?
No. While vector databases are the conventional approach, the SAGE Protocol demonstrates that vectorless RAG can achieve 97ms retrieval across 1,000 rows with 100% deterministic results — at zero vector database cost. Metadata-driven retrieval using PostgreSQL can be faster, cheaper, and fully traceable compared to embedding-based approaches.
Ready to get started?
Let's discuss which services align with your goals and how we can accelerate your AI transformation.
Book a Consultation