For ecommerce leaders
Scale what actually drives your business.
In an AI-driven world, growth is increasingly determined by what AI chooses to amplify.
We help companies identify the signals that drive profitable growth.

What AI scales
What AI scales becomes your business.
AI does not understand profitability, brand value or strategic priorities unless those signals exist in your data.
We identify the commercial signals that drive profitable growth and the weak signals that create expensive momentum.
Because growth is increasingly determined by what algorithms, agents and recommendation systems choose to amplify.
The AI reality
Is AI scaling the right things?
AI influences what receives visibility, budget and attention.
The question is no longer whether AI impacts growth.
The question is whether it is helping your business grow in the right direction.
The shift
The next generation of commerce is signal-driven.
Search is changing. Discovery is changing. Recommendations are changing.
AI systems increasingly influence what gets visibility, relevance and demand.
Most businesses still optimize channels. We help them understand and improve the signals behind growth.
If this resonates, we should talkThe situation
Most commerce companies already run sophisticated performance systems.
Traffic, campaigns, dashboards, reporting, and AI tools. A full stack humming along, producing numbers that look right on the surface.
The gap
But very few know
- 01what actually drives profitable growth
- 02which products deserve scale
- 03what signals their systems optimize for
- 04where revenue and margin quietly leak
- 05how AI systems understand their business
We find where revenue and margin are lost, reduce wasted spend, improve profitability, and scale what actually drives the business.
Request a Cut Waste reviewTrusted by teams shaping modern commerce.
Bridging commercial growth, AI capability and modern marketing education.


Signal Stories
All stories →About signals, AI, commerce, profitability and business decisions.

AI & E-Commerce
Margin is invisible to most algorithms. That creates expensive growth.
Algorithms optimize for what they can see. If margin is not part of the signal system, the algorithm cannot optimize toward profitable business outcomes.
See the AI risk →
AI & E-Commerce
Products are no longer just inventory. They are instructions to the algorithm.
In AI-driven commerce, products are signals. We help companies structure products around profitability, demand, and strategic value so algorithms scale the right things.
See the AI risk →
Courses & Workshops
Untangle Collective & Berghs School of Communication: Performance Marketing Strategy
An intensive 8-week remote course for professionals who want to take ownership of data, and profitable digital marketing in the AI era. Next start: October 19, 2026. The course is in Swedish.
Read more and apply →