Switch Effortlessly
Christmas warmth. Halloween spirit. A fresh spring palette. Or a look made from your own favorite colors.
Find your lookSoftware, made personal.
Your style. Your language. Your way of moving through the world. Illuna imagines software that adapts to all of it.
Now prototyping. Turning the vision into working experiences.
A little spring energy for your day. Three familiar tasks, ready when you are.
Understands what you need.Start with your own words.
Adapts with care.Changes that fit the product.
Keeps you in control.An experience you can shape.
What this looks like
Personalization is more than a level of detail. It is how software looks, speaks, feels—and fits into your life.
Christmas warmth. Halloween spirit. A fresh spring palette. Or a look made from your own favorite colors.
Find your lookFrom a social feed to the boardroom—or the elegant turn of phrase of another era. A voice that meets people where they are.
Hear the differenceFeel at home in a familiar language. Or imagine a new one, with a vocabulary born from creativity rather than geography.
Explore a languageLarger text. Clearer contrast. Simpler layouts. Preferences that make an experience easier to use, supported by thoughtful design and accessibility testing.
Find your comfortPlayful, minimalist, formal or bold. Let the visual rhythm and character of an app feel closer to your own.
Set the moodLet a chosen look follow the seasons, celebrations and cultural moments that matter to you. An experience that can change as life does.
Move through the yearNot one fixed version of you.
Room for every side of you.
A shift in software
The next step could take personalization beyond a chat window and into the application itself.
The same screens and workflows for everyone.
Settings, saved views and recommendations.
A conversational layer that understands requests.
An experience shaped around your needs, within clear boundaries.
How Illuna works
Illuna connects what a person asks for with the experience a product can offer. Changes follow rules set by the team behind the product.
The AI proposes.
Product rules decide.The application executes.
It can ask when something is unclear. And it keeps the product’s essential rules in place.
Normalizes input and app state.
Turns language into structured intent.
Resolves the relevant product context.
Evaluates signals, rules and consent.
Stores meaningful, scoped preferences.
Translates decisions into allowed changes.
Renders approved states and runs workflows.
Own trusted data and business operations.
A chat or standard app interface sits above these layers. Product rules inform decisions and remain enforced at execution. Read the architecture (opens in a new tab)
Make it yours
A festive look. A professional voice. Larger text. Mix what matters to you and watch one familiar app adapt.
Three tasks this week: a hydrangea watering review, seasonal lawn care and an oleander weather check.
Lunari is invented for this example. The three garden tasks and their meaning stay the same.
Change one part of the experience. Keep the others just the way you like them.
Interactive prototype with prepared examples, not live AI. Preferences apply only to this page session.
Thoughtfully designed
AI should not replace product design. It should make products responsive to the people using them.
Designers, developers and product managers stay in control. Your team defines the experience. Illuna helps it meet different people’s needs.
| Adaptable | Locked |
|---|---|
| Theme & visual personality | Business rules |
| Voice & language | Permissions & access |
| Text size, contrast & density | Critical workflows |
| Guidance & feature emphasis | Compliance & consent |
| Seasonal preferences | Brand & accessibility limits |
The product stays familiar. Important information stays visible. People can always find their way back.
The application’s behavior changes, not only the answer.
Guidance, density and workflows matter alongside appearance.
Explicit targets replace arbitrary model-generated layouts.
A framework for developers, rather than a no-code app builder.
Contracts, context and rules go beyond a collection of prompts.
Adaptation reaches the experience beyond an assistant panel.
A platform vision
Imagine making your product feel personal without rebuilding personalization from scratch. Illuna’s long-term direction is Framework-as-a-Service for adaptive applications.
Intent + app context
Controlled adaptation
An SDK to connect Illuna with your product.
An API for hosted personalization services.
A preference layer people can inspect, change and reset.
A policy engine to define what can change.
An adaptation engine that works within your boundaries.
Observability to understand what changed and why.
Testing for useful, predictable experiences.
A developer console for rules and insights.
One shared foundation for personal interfaces, helpful workflows and product-specific AI agents.
Why now
Understanding a request is only the beginning. The opportunity is to make the product respond.
Language models make requests like “make this simpler” understandable to software.
AI assistants make personal support feel natural. Applications can bring that feeling into everyday tasks.
Product teams need a dependable way to adapt, while keeping people and essential rules in control.
If personal experiences become an everyday expectation, the layer behind them could become part of everyday software.
Why Illuna
The opportunity is to make personal experiences dependable across products. Long-term value will depend on execution and adoption.
Understanding, decision-making and action have distinct roles, so each part can be checked and improved.
The product team decides what can change and what must stay protected.
Relevant preferences could spare people from repeating themselves, with control over what is remembered.
Shared tools could help teams add personal experiences without solving the same problems again.
A product keeps its own expertise. Illuna’s adaptation model could support many different kinds of application.
Understanding why an experience changed is essential to making it better.
With consent and careful aggregation, repeated requests could help teams see where people struggle and what deserves to improve.
A world of possibilities
GardenMate is the first documented example. Other scenarios explore how the same idea could fit different parts of life.
A gardening companion that explores how an app could fit your knowledge, language, style and everyday needs.
“I am new to gardening and only have 20 minutes per week.”
Guidance is one dimension. This prototype also explores voice, language, appearance and comfort around the same garden tasks.
Explore the garden planner experiment (opens in a new tab)Concise decision views or detailed audit trails.
Explanation pace, visual density and difficulty matched to learner signals.
Tone and reminders that respond to motivation and context.
Guidance, summaries and notification intensity shaped by role and workload.
Where we are
Illuna is in the prototyping phase. We are developing and testing the first experiences, building on the public architecture and learning what makes adaptation useful.
The foundation: product vision, reference architecture and initial interface patterns.
Developing the first flows, exploring intent understanding and testing how approved adaptations feel in practice.
Learn with a small group of users. See which changes help, which get undone and what earns trust.
Strengthen product boundaries and integrations. Give people clear ways to inspect, export, reset and delete preferences.
Turn what works in early products into a framework that more teams can use.
A business built around the platform
Share the ideas. Make them useful. Explore commercial services that help more teams bring personal experiences to their products.
Open to explore
Commercial direction
Potential revenue streams
A more personal future
Illuna is building the adaptive layer between people and software.
Explore the architecture on GitHub (opens in a new tab)