Vantage Dynamics
Strategic AI expertise that delivers measurable business impact
Our Expertise
We provide advanced AI and Machine Learning solutions tailored to your specific business challenges
Generative AI & LLMs
Expert implementation of Large Language Models, sophisticated RAG architectures, and custom AI agents that solve real business problems with measurable ROI.
Classical Machine Learning & NLP
Specialized solutions leveraging supervised and unsupervised learning techniques for classification, clustering, and natural language processing with proven accuracy and reliability.
Enterprise Data Solutions
Scalable data platforms leveraging cloud technologies (GCP, AWS, Azure) with real-time streaming pipelines and data warehousing for AI-ready infrastructure.
Capital Markets Expertise
Deep domain knowledge in credit derivatives, interest rate products, equities, FX, and regulatory compliance, enabling AI solutions tailored specifically for financial institutions.
AI Model Evaluation & Optimization
Rigorous testing and tuning of AI models with comprehensive evaluation frameworks to ensure accuracy, reliability, and performance in production environments.
AI-Powered Financial Systems
Purpose-built AI solutions for financial services including regulatory compliance tools, market data analysis, and document intelligence for capital markets.
MLOps & Production AI
End-to-end implementation of production-grade AI systems with proper monitoring, version control, and optimization for performance, cost, and latency.
AI Strategy & Leadership
Strategic guidance on AI implementation roadmaps backed by deep software development experience and specialization in practical AI applications.
What is Fractional Consulting?
The AI Engineering Expertise You Need, When You Need It
Imagine this: your organization is ready to leverage AI, but you're not quite where you want to be.
The technical complexity, the data infrastructure, the rapid pace of AI innovation — it's all overwhelming.
But your AI strategy?
Not moving forward fast enough.
Enter fractional AI engineering consulting. It's the strategic approach that gives you access to senior AI expertise without the full-time commitment or cost.
What Exactly is Fractional AI Consulting?
Fractional consulting refers to engaging a high-level AI expert on a part-time or "fractional" basis. Instead of hiring a full-time AI leader as an employee, companies bring in a seasoned AI engineering consultant to provide expertise and leadership for a specific amount of time each week or month.
"As a fractional AI engineering leader, I helped companies like PrimaryBid, Orbital Witness, and Swirb navigate the complex landscape of AI implementation without requiring them to invest in a full-time executive. I applied my expertise in generative AI, RAG architectures, and machine learning across multiple organizations to deliver solutions like regulatory compliance systems, document analysis tools, and automated valuation models—all while accelerating AI adoption in ways that drove tangible business outcomes."
— Ian Harris
Project-Based AI Consulting
- •Specific AI project with defined scope
- •Fixed end date
- •Limited to project deliverables
Fractional AI Consulting
- •Ongoing strategic partnership
- •Leadership role integration
- •Flexible, scalable engagement
Real-World Impact
PrimaryBid
Developed "FinProm AI" for regulatory compliance and "Portfolio Insights" for real-time financial analysis
Orbital Witness
Engineered OCR pipelines for processing Land Registry documents
Swirb
Created an Automated Valuation Model for UK residential property pricing
Whether you're looking to build your first AI capability, scale existing initiatives, or transform your entire approach to AI, fractional consulting provides the expertise you need without the full-time commitment.