Customer & Product Discovery
HALO AI
An AI adoption platform helping small and medium businesses train staff and put AI to work.
- Role
- Product Strategy Advisor
- Timeframe
- Aug 2026 to present
- Type
- Independent Freelance Project
The problem
Halo AI's proposition for SMEs was broad and its offerings were not clearly matched to how customers actually adopt AI.
+10%
User-base expansion target
3
Phase growth plan
What I did
Audited Halo AI's product proposition, analysed user behaviour and journey gaps, and optimised its offerings with a phased growth plan.
- Audited the product proposition and optimised the offerings for SME customers.
- Analysed user behaviour and journey gaps to define product requirements for an AI-enabled proposition.
- Developed a phased product growth plan targeting 10% user-base expansion.
- Assessed AI tools, including Lovable and Claude Code, for integration into the wider product portfolio.
Showcase

Product DiscoveryAI AdoptionGrowth Strategy
Talk about this work
Happy to walk through the decisions behind HALO AI, the trade-offs, and what I would do next.
Email MichaelNext project
ROLE SIGNAL