AI & Quantum Computing Services
Expert consulting and strategic guidance for organizations ready to harness cutting-edge technologies
Four Ways to Engage
From quick fixes to long-term partnership - choose the engagement model that best fits your needs and timeline.
Strategic Advisory Calls
Perfect for: Urgent decisions around your first AI hire, reviewing technical approaches, or getting expert advice on a specific problem.
What you get: One-hour focused session tackling your specific AI challenge. Fee includes our preparation based on your briefing materials.
Typical scenarios: "Should we hire an AI engineer or ML scientist?", "Is our RAG architecture sound?", "Which LLM should we use for our use case?"
AI/ML Health Check & Roadmapping
Perfect for: Companies with existing AI initiatives who want to assess their current state and plan their next steps strategically.
What you get: Comprehensive assessment of your AI/ML capabilities, gap analysis against best practices, and detailed roadmap that matches your capacity.
Deliverables: Written assessment report, prioritized roadmap, technology recommendations, team structure guidance.
Custom AI/ML Project Development
Perfect for: Well-scoped projects where you need expert execution while building your team's capacity to maintain the solution.
What you get: Direct collaboration with your team to deliver working solutions. Examples include advanced RAG systems, computer vision pipelines, multi-modal AI applications, or LLM fine-tuning projects.
Approach: Fixed fees at project/milestone level for predictable budgeting. Knowledge transfer throughout to ensure your team can maintain and extend the work.
Fractional Head of AI/ML Engineering
Perfect for: Growth-stage companies ready to scale their AI initiatives seriously and build long-term competitive advantages.
What you get: Part-time AI leadership including strategic planning, hands-on technical work, team formation, vendor management, and building your in-house AI capabilities.
Commitment: Long-term partnership (6+ months) with embedded team presence, regular strategy sessions, and quarterly roadmap reviews.
Deep Technical Expertise
Advanced capabilities across the full AI and quantum computing spectrum
Advanced LLM/RAG Systems
Expert-level proficiency with Anthropic, OpenAI, DeepSeek, Gemma, and Qwen models. We handle pre-training, fine-tuning, LoRA adaptations, and multi-GPU inference optimization.
- Synthetic instruction dataset creation
- Model Context Protocol (MCP) systems
- Production RAG architectures
- HuggingFace, LMDeploy, vLLM, llama.cpp deployment
Production Infrastructure
End-to-end deployment expertise with AWS/GCP and edge computing optimization. High-performance inference pipelines using modern ML engineering practices.
- Python, PyTorch, CUDA, ONNX, TensorRT
- Real-time C++, JUCE, CMake applications
- Thousands of requests per second scaling
- Edge deployment optimization
Multi-Modal AI & Generative Systems
Cutting-edge generative technologies: diffusion models for images, voice cloning and TTS for speech, and synthetic video with automatic tagging.
- Stable Diffusion and custom diffusion models
- Voice cloning and text-to-speech systems
- Synthetic video generation and tagging
- Text, image, audio, video integration
Team Building & AI Talent Strategy
Extensive experience interviewing candidates for generative AI positions. We help you recruit top-tier AI talent and build scalable development workflows.
- AI engineer and ML scientist evaluation
- Technical interview process design
- Team structure and workflow optimization
- Talent strategy and compensation guidance
Quantum Machine Learning
Forward-looking expertise in quantum ML and hybrid quantum-classical systems. Strategic guidance on emerging technologies and competitive advantage assessment.
- Hybrid quantum-classical algorithms
- Variational quantum eigensolvers (VQE)
- Quantum advantage identification
- Technology readiness assessment
Systems Integration
Seamless integration of AI capabilities into existing business workflows and technical infrastructure with focus on maintainability and scalability.
- Legacy system integration
- API design and architecture
- Monitoring and observability
- Performance optimization
How We Work
Every engagement starts with understanding your business. We dig deep to understand not just your technical challenges, but how AI fits into your broader strategy and growth objectives.
Pragmatic Implementation
No theoretical frameworks or academic exercises. We build, test, and refine solutions that solve real problems for real users.
Complete Transparency
We say what we'll do, do what we said, and communicate immediately if anything changes. You'll always know exactly where we stand.
Right Tools for the Job
Whether that's a sophisticated neural network or a simple lookup table, we're focused on what actually works—not what's trendy.
Knowledge Transfer
Our goal is to make ourselves obsolete by ensuring your team can maintain and grow what we build together.
Honest Feedback
We'll tell you what you need to hear, not what you want to hear. If your AI strategy has holes, you'll know about it—and how to fix them.
Perfect Fit Focus
We say no to engagements where there isn't a great fit. In such cases, we'll connect you to someone from our network who's better positioned to help.
Common Scenarios We Address
Real problems, practical solutions
"Our AI proof-of-concept works great in the lab, but we can't get it to production"
We bridge the gap between research prototypes and production systems that handle real-world scale, edge cases, and performance requirements.
"We're drowning in AI vendor pitches and don't know who to trust"
We help you evaluate vendors objectively, negotiate better terms, and avoid costly mistakes when outsourcing critical AI development.
"We need to hire AI talent but don't know how to assess candidates"
We design interview processes, evaluate technical skills, and help you distinguish between candidates who can execute vs. those who just talk a good game.
"Our current AI architecture won't scale with our growth projections"
We review your technical roadmap, identify bottlenecks, and design systems that grow with your business—not against it.
"We want to implement LLMs/generative AI but don't know where to start"
From RAG systems to fine-tuned models to multi-modal applications—we help you choose the right approach and execute it successfully.
"Our AI initiatives are delivering mixed results and we need strategic direction"
We provide experienced leadership to align AI investments with business objectives and ensure your team is working on the right problems.
Simple, Transparent Approach
We believe in building trust through small, low-risk engagements before moving to larger commitments. This approach benefits both of us—you get to evaluate our work quality and fit, while we gain deep understanding of your specific situation.
Initial Consultation
We discuss your challenges, goals, and determine if there's a good fit. No sales pressure: only an honest assessment of how we can best help.
Small Scope Engagement
Usually a strategic advisory call or focused technical review. This builds mutual confidence and gives us both data on working together.
Expanded Collaboration
If there's strong alignment, we move to larger projects or ongoing fractional leadership arrangements tailored to your specific needs.
Investment Ranges
Hourly rate includes preparation time
Fixed project fees based on complexity
Milestone-based pricing for predictable budgeting
Monthly retainer with quarterly reviews
Specific pricing discussed during our initial consultation based on your unique requirements and timeline.
Get in touch
Ready to explore AI and quantum computing solutions for your organization? Let's discuss your strategic technology needs.