An AI release I helped take from initial product ideas and screen designs through to delivery has gone live. Outputs are easy, outcomes are what really matter.
Over the last decade, I have used AI to help businesses and their customers make better decisions that lead to better results. Not just experiments. Not just demos. Real products used by real customers.
This week, System1 Group’s Test Your Ad 2.0 has gone live. It is a major step forward and a release I have been part of.
What makes this different is not just the technology. It is how the technology is applied.
This type of capability creates an early evaluation step. It allows teams to explore options, filter out weaker ideas, and focus time and budget on what is most likely to perform.
It helps balance speed with confidence, using evidence to guide decisions before moving into market.
That shift matters. It means teams can spot signals earlier, understand where something is working, make changes before going live, and move forward with more confidence.
Alongside this, the platform introduces faster access to insight through a simple interface. It makes complex data easier to explore and act on without needing to dig through reports.
There is also a strong evolution in how results are presented. A clear timeline view highlights key moments and brings customer feedback into context. It makes insight easier to understand and easier to act on.
Built on real evidence
This is built on a large set of real world data and years of behavioural science. That gives you something very different.
Not just output. Evidence.
Not just insight. Direction.
Turning insight into action
This is where many products fall down. They generate interesting outputs but stop short of helping people act.
A big focus here was making insight usable. Clear, simple, and actionable.
Not just what is happening. What should I do next.
It also supports teams in having better conversations with customers. Human expertise still matters. It is just supported by faster, clearer insight.
Where the real value comes from
Technology on its own is not the differentiator.
The value comes from combining strong data with a clear, simple experience that helps people make decisions.
That is where behaviour changes. That is where value shows up.
My role in this journey
I led delivery across a number of these initiatives.
Working across product, User Experience, engineering, data, commercial, and legal to bring everything together.
A big part of the role was creating clarity. Taking complex ideas, aligning people, and turning that into something that works in the real world.
It is not just about building. It is about shaping the problem properly, making the output usable, ensuring trust and clarity, and delivering at scale.
The Third Brain in action
This is where my Third Brain thinking comes in.
AI supports better thinking. It does not replace it.
People still bring context, experience, judgement, and creativity. The best outcomes come from combining both.
AI as support. Humans in the loop.
Why this matters
We are moving into a world where speed is no longer the advantage.
Everyone can build faster. The advantage comes from making better decisions.
This is a strong example of applying AI in a practical way, turning data into something that helps people decide what to do next.
Really pleased to have been part of this and to see it now live.