AI Should Make the App Feel More Useful.
OakDev builds AI into mobile and web apps when it improves the actual product: smarter search, natural assistants, personalization, creation, voice, vision, and automation inside the user experience.
AI Features Users Understand.
We choose the smallest, clearest AI capability that improves the app — then design it as part of the product instead of adding a generic chatbot on top.
In-App Assistants
Helpful assistants that understand the current screen, the user's intent, and the product's boundaries.
Generative Features
Text, ideas, summaries, recommendations, and creative tools shaped around one focused product job.
Smart Search & Knowledge
Fast, grounded answers from the app's own content and data, with sources and permissions built into the experience.
App-Native Automation
Multi-step actions completed inside the product with visible goals, sensible confirmation, and human control.
Personalization
Relevant recommendations, adaptive onboarding, and intelligent defaults that make the product feel simpler.
Voice & Vision AI
Transcription, speech synthesis, image recognition, and video analysis. Multimodal AI for next-generation product interfaces.
AI That Feels Native to the Product
The best AI feature appears at the right moment, solves a clear user problem, and stays understandable when the model is uncertain.
Useful in the Moment
AI appears where it helps the user finish a real task — not as a disconnected novelty.
Clear User Control
People can review, edit, confirm, or undo important AI actions.
Built for Real Usage
Latency, cost, fallbacks, limits, and edge cases are product decisions from day one.
Grounded by Design
When accuracy matters, the feature is anchored in approved product data and shows its sources.
Privacy Considered Early
Data flows, retention, permissions, and model choices are shaped before the feature ships.
Improves with the Product
Feedback, quality signals, and usage data inform each release.
Designed Beyond the Demo
The technology changes quickly; these product principles remain useful. We choose models and architecture after the user experience is clear.
Context-Aware UX
The feature understands the current screen, user intent, permissions, and relevant product data before it responds.
Evaluation Loops
Real examples, quality criteria, and repeatable tests help the AI experience improve without guesswork.
Multimodal Interfaces
Text, voice, images, and camera input can become one natural interaction when the product use case calls for it.
Model Flexibility
The product is designed around capabilities and quality targets so the underlying model can evolve.
From Use Case to Shipped Feature
A product-led process for finding the right AI behavior, proving it quickly, and shipping it as a reliable part of the app.
Product Fit
Define the user problem, the success signal, and why AI is the right interface for this moment.
Prototype
Test the interaction, model behavior, data boundaries, and fallbacks before the full build.
Build
Build the feature as part of the app with real interfaces, evaluation, safeguards, and cost controls.
Ship & Learn
Release, measure how the feature helps, and improve it alongside the rest of the product.
Ways We Bring AI into Products
We design AI around a clear user outcome and make it a natural, reliable part of the mobile or web app.
- One clear in-app use case
- Interaction and prompt prototype
- Model and data-flow setup
- Grounding or tool connection
- Quality examples and evaluation
- Build recommendation
- Focused mobile or web app
- One core AI-powered experience
- Grounded knowledge or tool use
- Authentication and app backend
- Evaluation and product analytics
- Test release
- Launch plan
- Complete product and UX design
- Multiple connected AI features
- Mobile and web surfaces
- Product-specific data layer
- Privacy and permission design
- Store launch support
- Iteration roadmap
Built with Frontier AI Technology
We use cutting-edge tools and frameworks to deliver production-grade AI systems that perform at global scale.
Have an App That Could Be Smarter?
Tell us what the user is trying to achieve. We will help shape the smallest AI feature worth putting into the product.
Start an App