Services & working model
PROBLEM FIRSTTOOL SECOND
The starting point is never a technology, but the decisions, data, and risks people already work with — and the number that should move. AI is one of several tools I use, not the default: I look for where a small, well-chosen system creates measurable value without disrupting what works, and build toward a clear first workflow, a defensible model, or a tool your team can actually use.
Diagnose where AI actually pays off — and where it doesn't yet.
I help leadership teams identify where AI creates measurable value — assessing readiness, prioritising use cases, evaluating vendors, and building a practical roadmap aligned with business goals.
Quant models that turn messy data into board-ready decisions.
I build forecasting models, scenario analyses, and decision-support tools that transform fragmented data into actionable insight — from energy demand and operational planning to investment analysis.
Custom apps & dashboards — React, Python, LLM APIs.
I design and develop custom applications, dashboards, and AI-powered products built around your workflows, users, and objectives — using React, Python, and leading AI APIs.
Market scans, prioritisation and investment-grade analysis.
I help organisations evaluate markets, technologies, and investment priorities through structured analysis and evidence-based recommendations — from new market assessments to investment theses.
LLM agent flows that remove busywork from real workflows.
I design and implement automations, AI agents, and intelligent processes that reduce manual effort, improve consistency, and free teams to focus on higher-value work.
Clean, modern interfaces backed by a clear strategy.
I help organisations shape digital experiences — from early concepts and user journeys to polished interfaces and implementation plans — grounded in business objectives and user needs. This includes website design and web application development.
Frequently asked questions
Why this model works
The engagement stays small enough to move quickly and broad enough to connect strategy, analysis, design and implementation.
You work with the same person throughout, so context, intent and accountability do not disappear during handovers.
Methods and technology are selected for fit, cost and maintainability rather than a preferred vendor or fixed playbook.
The goal is a decision, model, tool or system your team can use, not a long process designed to produce more process.
Start with the problem. I can help define the right scope, identify the highest-value first step and tell you when I am not the right fit.
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