Production-Ready Delivery
We don't do science projects. Every solution we build is designed for production use—with proper monitoring, documentation, and handoff to your team.
Rapid Value Demonstration
From workshops that clarify your path to pilots that prove value in 4-8 weeks, we focus on quick wins that build momentum for broader transformation.
Business-Technical Translation
We speak both languages. We translate complex technical possibilities into clear business outcomes, and business requirements into robust technical solutions.
End-to-End Capability
From data strategy and ML modeling to full-stack application development, we handle the complete delivery—not just advice.
Leadership
Chris Pike
Founder & Director
Background: 15+ years in data engineering, data science, machine learning and AI across consulting (Deloitte), private equity, start-ups, and freelance engagements. Strategic AI/ML specialist bridging business strategy and technical execution.
Expertise: Full-stack AI/ML delivery from data pipelines to user applications, commercial pricing and revenue optimisation, ML-based forecasting and elasticity modelling, business-technical translation for non-technical stakeholders, rapid prototyping to production deployment, cross-sector experience in private equity, financial services, energy, consumer goods, and deep tech.
Education: Master's degree in Electronic Engineering & Computer Science from ESEO Institute of Science and Technology (Grande École), France. Bilingual English/French, intermediate Spanish.
Network: Part of DataWrk, a curated collective of senior AI and data professionals. Our team flexibly scales up or down based on project requirements, ensuring the right expertise for every engagement.
Our Track Record
- 8x increase in qualified leads through AI-powered sourcing platform for PE firm
- 95% time reduction - call centre forecasting from 2 days to 10 minutes
- 90% automation of financial crime case preparation in 6-8 weeks
- 70%+ reduction in safety investigation time with Snowflake ML platform
- 30-40% accuracy improvement in demand forecasting with ML models
- 9 month fractional CTO engagement scaling robotics start-up to production
- Production deployments across Azure, Snowflake, AWS, and custom infrastructure
Industries We Serve
Private Equity & Investment Banking
Deal sourcing, AI/ML strategic roadmapping, portfolio intelligence, due diligence automation
Financial Services & Banking
Compliance automation, workflow optimisation, risk assessment, customer intelligence
Energy & Utilities
Call centre forecasting, demand modelling, operational optimisation, customer segmentation
Consumer Goods & Logistics
Pricing optimisation, ML elasticity modelling, safety intelligence, operational forecasting
Robotics & Deep Tech
Fractional CTO leadership, engineering team structure, production readiness
Professional Services
Workflow automation, AI literacy workshops, process optimisation
Why We're Different
- We Do, Not Just Advise - Many consultancies create strategy documents. We build, deploy, and hand off working systems.
- Weeks Not Months - Rapid delivery cycles prove value quickly. From 4-week pilots to 6-8 week showcases.
- Transparent and Pragmatic - Clear scoping, realistic timelines, honest assessment of what's possible vs. what's hype.
- Knowledge Transfer Included - We don't create dependency. We train your team and document everything so you can own and extend solutions.
- Full-Stack Capability - Data engineering, ML modeling, application development, and deployment—all handled end-to-end.
Ready to Get Started?
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