Interfaces That Learn
How You Work
Transform static interfaces into intelligent systems that adapt to user behavior. Poblano learns from real usage patterns to surface relevant features and reduce cognitive load.
See Adaptive UI in Action
Click on the "Export Report" and "Dashboard" buttons a few times to see how Poblano learns and adapts.
Static Interface
What's Happening?
- • Poblano tracks which features you use most
- • Frequently used items become more prominent
- • Rarely used features fade into the background
- • Interface adapts to your actual workflow
Real-World Impact
For Your Users
No more hunting through menus. No more overwhelming interfaces. Just software that gets smarter as they use it.
This is just the beginning. Poblano learns from real user behavior to create truly personalized experiences.
🚧 This demo shows the concept. The full Poblano platform is currently in development for Q3 2025 release.
Why Static Interfaces Are Broken
Every software team faces the same challenge: how do you organize 100+ features without overwhelming users?
The Salesforce Nightmare
Sarah runs the same sales report every Tuesday at 2 PM. But she still clicks through 6 menus to find it. 45 seconds wasted on something she does weekly. Multiply by millions of users.
The Feature Bloat Death Spiral
Your SaaS started simple with 12 features. Now you have 127. New users are overwhelmed. Power users hunt for tools. Support gets flooded with "How do I..." tickets. Every feature gets equal visual weight.
The Training Cost Multiplier
Each new feature exponentially increases training complexity. Not because the features are hard, but because finding them is. Onboarding takes longer. User adoption drops. Training costs skyrocket.
The Real Cost
For a 1,000-person company, poor interface design costs $2M annually in lost productivity. That's not including support costs, training overhead, or user churn.
The Future: Interfaces That Adapt
Instead of forcing users to adapt to your interface, what if your interface adapted to them?
The Crystal Ball Interface
Every Tuesday at 2 PM, Sarah pulls the weekly sales report. By 1:55 PM Tuesday, that report button is glowing softly on her homepage. She doesn't search for it—it finds her.
The Netflix-Style Dashboard
Your CRM doesn't show every customer equally. High-value prospects appear prominently. Overdue follow-ups get priority placement. Like Netflix recommendations, but for your workflow.
The Learning Interface
New users start with a clean, simple view. As they demonstrate competency, advanced features unlock naturally. No overwhelming feature tours—just progressive disclosure based on actual behavior.
This Isn't Science Fiction
Netflix personalizes content. Amazon personalizes shopping. Google personalizes search results. The technology exists—it just hasn't been packaged for developers to use in their own applications.
It's Already Happening (Just Not Everywhere)
The giants are already using adaptive interfaces. The question is: why isn't your software?
Amazon Mobile
Doesn't show the same homepage to everyone. Electronics buyers see tech deals prominently. Book lovers see literary recommendations.
Same app, different intelligence.
Google Maps
At an airport? Highlights rideshare options. In city center? Walking directions get priority. Context-aware interface that adapts to your actual situation.
Location + time = perfect UI adaptation.
Siemens NX CAD
Uses ML to predict which tools engineers need next. Command suggestions appear before users even look for them.
31% increase in productivity.
The Pattern Is Clear
Adaptive interfaces aren't experimental anymore. They're competitive advantages. Companies using behavioral UI adaptation report 20-60% improvements in user productivity.
Built for Developers Who Get It
We know you need more than promises. You need solid architecture, clear APIs, and technology that doesn't get in your way.
Behavioral ML Engine
Real-time pattern recognition that learns individual and collective usage patterns without compromising privacy.
Sub-50ms Adaptations
Lightning-fast UI updates that feel natural, not jarring. Your users won't even notice the interface is learning.
Framework Agnostic
Drop into React, Vue, Angular, or vanilla JS. Works with your existing component architecture.
Usage Analytics
Deep insights into how users actually interact with your software, not just what they say they want.
Granular Control
Set adaptation boundaries, preserve critical workflows, and maintain brand consistency while optimizing UX.
Privacy First
All processing happens client-side or in your infrastructure. Zero behavioral data leaves your control.
Ready to Ship
No experimental alpha releases. No breaking changes every week. Poblano is production-ready with the stability you need for enterprise applications.
The Reality Check
These aren't hypothetical numbers—they're from companies already using adaptive UI principles
Faster task completion
Netflix-style interface adaptation
Higher user engagement
Adaptive mobile app interfaces
Fewer "how do I" tickets
Context-aware feature placement
Better task completion rates
Predictive UI element suggestions
The Compound Effect
Small improvements in interface intelligence create massive productivity gains. When millions of daily interactions become 60% more efficient, the ROI speaks for itself.
Ready to Build Smarter Interfaces?
Join thousands of developers who are already thinking about the future of adaptive UI. Get early access, special pricing, and help shape the product.