AI Product Discovery
Find where AI creates real value in your product or operations. We map workflows, user needs, risks, and the opportunities worth pursuing.
Opportunity map · Product concept · Risk framingAI-native product & UX studio · Berlin
We design the
human side of AI.
We help European B2B teams turn complex AI opportunities into useful, trusted, validated products—before they invest in building the wrong thing.
Product decision system
ValidatedDirection
01Workflow
02Trust
03Value
01 / Point of view
AI can generate screens. It cannot decide what is worth building.
The hard work is understanding the workflow, earning user trust, and making the right product decisions. That is where we work.
02 / What we do
From possibility to product.
Strategy, research, prototyping, and product design for complex environments where usability and trust are business-critical.
Prototype & Validation
Turn the strongest direction into something tangible. We prototype fast, test with the people who matter, and define a focused MVP.
Tested prototype · Evidence · MVP scopeHuman–AI Workflow Design
Design how people and intelligent systems work together—with clear control, feedback, escalation, and trust built into every interaction.
Interaction model · Agent flows · Trust patternsProduct UX & Design Systems
Create coherent, scalable product experiences for complex tools. From UX architecture to implementation-ready component systems.
UX direction · Design system · Dev-ready specs03 / Signature offer
A low-risk way to begin
AI Product
Clarity Sprint
In 2–3 weeks, turn a broad AI ambition into a tested concept and a confident product decision.
Talk about a sprint01
Understand
Business goals, workflows, users, and constraints.
02
Find
Rank 3–5 AI opportunities by value, feasibility, and risk.
03
Make
Prototype the strongest direction at decision-making fidelity.
04
Validate
Test, learn, and deliver a clear build / pause / pivot decision.
What you leave withEvidence, not a pitch deck.
A validated concept, user insight, MVP scope, and a clear recommendation: build, pause, or change direction.
04 / Where we work best
Complexity is our material.
We partner with founders, product leaders, and innovation teams working on high-stakes B2B products.
01Industrial software
02Healthcare & medtech
03Enterprise SaaS
04Logistics & mobility
05Connected products
06Decision-support tools
05 / Why SkalaDesign
AI-native.
Human-centered.
Europe-ready.
We bring product judgment to the speed of AI.
SkalaDesign is a Berlin product and experience studio for teams navigating unfamiliar technology and consequential decisions. We combine workflow-first research, rapid AI-assisted making, and rigorous validation.
Workflow-firstWe redesign how work happens, not only how screens look.
Trust-centeredControl, explainability, and recovery are part of the UX.
Implementation-awareEvery direction is shaped to survive contact with reality.
Have an AI idea—or too many?