AI advisory for business
I help companies get started, get unstuck and grow with AI — from strategy and governance to concrete solutions that actually get used.
83% of companies put AI at the top of their business plan — yet only 22% actually use it today.1 That gap is where I come in.
Source: Statista, 2024
How I work
AI advisory that does not stop at a report. Six steps that take you all the way.
We map where AI can realistically create value in your specific business — not where it sounds exciting, but where it works.
A clear, prioritised plan for which AI initiatives come first, and why — matched to your resources and level of ambition.
A framework for responsible AI use: policies, guidelines and risk management, so you can scale with confidence.
Concrete setup of AI tools and solutions, integrated into your existing processes and systems.
Training for staff and management, so AI becomes part of daily work — not a project that gathers dust.
AI moves fast. I stay alongside you, so your approach remains current and competitive.
Services
From a first AI assessment to a full strategic partnership.
A structured review of your business, data and processes — with concrete recommendations on where AI can create the most value first.
For companies facing important decisions on AI direction, risk and responsible use — across management, IT, security, HR and finance.
Hands-on development and implementation of AI solutions — from machine learning algorithms to agentic AI systems that work independently inside your processes.
Selected projects
A selection of concrete AI and machine learning projects from my career.
Developed an LLM-based solution that builds behavioural profiles from bathroom habits and guides the user towards better hygiene, health and resource use. Ranked fourth in the world in an international AI competition held by IBM in Barcelona.
Advised at C-suite level on AI governance, tool selection and guidelines for responsible AI use (Claude, ChatGPT, Copilot). The audience ranged from executive management to IT, security, finance and HR.
Developed AI algorithms for detecting water and toilet usage from sensor data for a Danish IoT company. The solution is patented.
Designed and implemented machine learning algorithms inside business intelligence systems for several companies — turning data into measurable growth and business value.
Developed an AI recommendation algorithm for Aalborg University Library that suggests books based on what other borrowers have borrowed alongside the selected title — the same principle as Amazon's recommendation engine.
Professional foundation
115+ hours of formal training completed in 2025 alone — because the field moves quickly, and advice has to be current.
Andrei Neagoie, Daniel Bourke · 2025
365 Careers · 2025
Ed Donner, Ligency · 2025
Ed Donner, Ligency Team · 2025
Ed Donner · 2025
Aalborg University
About me
I have worked with machine learning and AI since my master's degree — long before it went mainstream. Today I help companies navigate from AI hype to AI value: strategically, responsibly, and with my hands in the technical implementation.
Next step
A no-obligation conversation costs nothing but 30 minutes of your time.