The Self‑Coding System For Your App
Alan AI is pioneering Application-Level AI with a platform built for developers. Deploy intelligent Agentic Interfaces that generate features—UI and business logic—on demand. Powered by frontier LLMs, a validated constraint environment, and modular components like the Model Server and Reasoning Model, the Intelligent App Platform lets you build, test, and evolve enterprise-grade applications faster than ever—securely, accurately, and at scale.
Alan AI Platform®
Dive into each component to see how Alan AI works
Reasoning Model:
Structured AI Execution Engine
At the core of every Alan AI deployment is the Ideal Synthetic Environment—a validated representation of your app’s APIs, GUIs, and documentation. The Reasoning Model (action transformer) sits on top of this environment and serves as the execution engine, enabling the AI to safely extract, modify, and route information across the application APIs.
It transforms natural language requests into precise actions—like data retrieval, updates, navigation, and workflow execution—all while respecting the app’s structure and logic constraints.It enables tasks, including:
- Engaging in user dialogues
- Prompting users for clarification when ambiguity arises
- Exploring diverse data sources and APIs
- Formulating execution plans
- Routing data effectively
- Generating code for API calls and computations
- Generating queries for the SemanticDB
- Collecting results from various sources
- Interacting with the LLM to generate human-readable outputs
SemanticDB
The SemanticDB serves as an external memory for the Action Transformer and the platform components. It employs a hybrid SQL-vector proprietary approach to seamlessly integrate structured, unstructured and semi-structured data, including JSON, PDF and web data.
The SemanticDB is responsible for:
- Efficient sharded data storage
- Management of scalar indexes
- Management of vector embeddings and indexes
- Documents crawling and parsing for constant synchronization with external data sources
- Incorporating the Transformer-based model for handling natural language queries
Model Server
Alan AI’s Model Server lets you plug in any large language model—cloud-hosted or on-prem—making your deployment fully flexible and future-proof. Whether you’re using OpenAI, Anthropic, open-source models, or sovereign LLMs, the Intelligent App Platform adapts seamlessly.
This modular architecture ensures you can take advantage of the latest model innovations while meeting your performance, cost, and compliance requirements.
Controlled, Context-Aware Code Generation
Alan AI uses LLMs to generate code that’s not only powerful—but precise. Every function is created within a validated, constraint-based model of your application (the Ideal Synthetic Environment), ensuring it adheres to your APIs, logic, and security rules. The result? Code that is verifiable, contextually accurate, and ready for production—without the unpredictability of generic AI outputs.
Seamless API Integration at Scale
Alan AI natively integrates with your application’s API specifications—whether in OpenAPI, Swagger, or other formats. Using automated data crawlers, the platform builds a comprehensive API graph that becomes part of the Ideal Synthetic Environment. This enables the AI to extract, update, and manipulate live data safely and contextually. Developers gain full access to the power of existing systems, while users interact through intuitive, natural language interfaces that mask the underlying complexity.
Alan AI Studio: Your Command Center for Agentic Interfaces
Alan AI Studio is a powerful web-based IDE that gives developers full control to build, deploy, and manage intelligent Agentic Interfaces.
With an intuitive interface and integrated tooling, you can:
- Connect effortlessly to private data sources
- Refine AI reasoning and guide code generation in context
- Design, test, and maintain adaptive user experiences
- Customize Agentic Interfaces to align with your brand and workflows
- Monitor interactions and optimize performance with built-in analytics
From initial setup to continuous improvement, Alan AI Studio empowers teams to rapidly develop enterprise-grade, agentic interfaces tailored to their application logic and business goals.
Superhuman Capability
For Your Apps With
Adaptive App AI
Deploy self-coding system for your app today
Testimonials
The Alan Al Studio is so innovative that we are amazed by the developer-friendly tools and how easy it is to train the Al agent. We tried several different Al technologies in the market, however, we found Alan Al to be the best among them. They are not only the best technology provider but also have a dedicated team, including customer success engineers, to help the Al be integrated successfully into the app. It was a great pleasure to be able to explore their solution, we would like to collaborate with them in the future on other projects.
Nazat Chowdhury
Save the Children
MediKarma is a first-of-a-kind wellness app that uses AI to guide its users through their customized wellness journey created from thousands of data points in their EHR and smart wearables. For MediKarma, Alan AI is not only an easy-to-use AI agent, but it is also THE voice extension of our very own JILL, an artificial intelligence Avatar guiding each MediKarma user through his/her unique wellness journey. As such, we needed a precise platform, but most importantly, a flexible, dynamic, and scalable one… all elements that made Alan AI the perfect partner!
Kris Narayan
Medikarma
Onshore operators can now work with improved effectiveness and safety in the field with their touchless mobile applications. Intelligent AI Agents have simplified onboarding of our new operators and continues to strengthen the safety culture and enhance our operational effectiveness.
Rajesh Satewar
Murphy Oil Corp
It was amazingly simple to use the Alan AI Platform to create and deploy an intelligent AI Agent for our app. After deployment we were able to rapidly iterate on the AI Agent without having to update the app.
Axel Schoth
OrgaTech
With Alan, we were able to create an intelligent AI Agent for the Murphy Oil app and go live in just one week, now a finalist for the SAP Innovation Award. We chose Alan because the platform let us integrate voice directly into the app’s UI workflows and handles industry domain language accurately. No other technology on the market addresses this.
Ritesh Menon
Incture Technologies
I was able to add the business logic for the app and build a demo within a few days. There’s no way I would’ve been as quick and effective in creating an AI Agent with Alexa. I love the Alan AI Studio IDE and being able to push to production with just a button click.
Alon Raskin
Utegration
Alan AI Platform resources
Superhuman Capability
For Your Apps With
Adaptive App AI
Deploy self-coding capabilities to your app today.
