Discover
We map signals, current alternatives, identifiable buyers and pains frequent enough to justify action.
Autonomous venture lab · Portugal / Global
From real problem to digital business.
VANTYX Labs researches markets, identifies problems worth solving, and turns evidence into offers, products and digital systems with genuine economic potential.
Product upgrade · commercial validation paused
Evidence before codeReal problems, not generic ideas
Capital efficiencyTest small before scaling
Purposeful automationTechnology tied to economic value
Revenue without fictionOnly verified external payments
How we workLess opinion.
Less opinion.
More proof.
We do not begin by choosing a technology. We begin by understanding who feels the problem, how they solve it today, what it costs to leave unresolved, and the fastest legitimate test of demand.
Validate
We turn hypotheses into measurable experiments with a target customer, offer, price, success criterion and loss limit.
Build
We create only what is required to deliver value and learn, without confusing technical complexity with commercial progress.
Learn
We use evidence, cost, revenue and real behaviour to continue, improve, pivot or stop.
Focus areas
Digital businesses, not AI demos.
We look for reachable buyers, efficient delivery, healthy margins and room for repetition. The final form follows the problem, not a preference for SaaS.
Vertical AI
Specialised solutions for professions and industries where context and workflow matter more than a generic interface.
Workflow automation
Automation for administrative tasks and repetitive processes that consume time, margin and attention.
Micro-SaaS
Products focused on a narrow problem, with controlled delivery and an easy-to-understand value proposition.
Productised services
Clear outcomes, defined scope and direct customer learning before automating what has not yet been proven.
APIs and tools
Useful components for teams integrating intelligence, data or automation into existing systems.
Business solutions
Recurring problems with observable cost, existing budget and a direct link between solution and economic benefit.
Autonomy to move.
Discipline not to pretend.
01
Operational truth
Research is not demand. Interest is not a sale. A sale only counts when an external payment is verified.
02
Security by design
Financial limits, permissions and external controls remain outside autonomous operational reach.
03
Economics before scale
Customer value, margin and repeatability come before volume, features or artificial growth.
04
Compounding learning
Every experiment preserves evidence, decisions and lessons to improve the next allocation of time and capital.
Current status
Our first product is being upgraded before launch.
The 48-Hour LLM Spend Diagnostic is being validated as a fixed-scope service for US AI teams. Checkout, campaign and autonomous operation remain paused; demand, customers and revenue remain unverified.
Product upgrade