Generative AI Apps
We offer fast development of AI applications, along with new model training and R&D services.
Services
How to get started with your AI app? – We offer a free call for a fast assessment of your project. Or, we can design your app right away during 2-hour architecture session.
Quick Assessment →
Define which AI method (if any) you need to employ for your solution: ML or DL, SD or LLM. Select a model type based on your task (e.g. transformers, diffusers or embeddings).
AI App Architecture →
Get a clear application architecture, including your UIs, APIs, workflows, models (as well as usage numbers, an infrastructure set-up and a tech stack to use).
Fast MVP Apps →
Make your Gen AI solution real and any development issues addressed by launching a scalable full-stack app with main functions that solve your “problem statement” (e.g. an MVP or a “proof-of-concept” app.
Deployment and Scaling →
Add data and launch your AI app up and running in its production environment (with complete documentation and support).
Infrastructure Setup →
Depending on a model size and your resources, we’ll set up an infrastructure and (serverless) inferencing engine for both MVP version of your app and for production grade app.
Model Training and Fine-Tuning →
Train an AI model on your data or fine-tune the most suitable model. We offer full fine-tuning, adaptors, QLoRA and more.
Small Model Local Installations →
“On-device AI” for small devices like Raspberry Pi & Jetson Nano, enabling various apps that benefit from local processing for enhanced privacy, reduced latency, and offline functionality.
Model Evaluation →
Define the AI models that perform best for your solution or whether you need to train a new model, to fine-tune an existent model or to combine a few models together.
ComfyUI Architecture Solution →
With ComfyUI you can build your image generation pipelines by connecting multiple models. Book a call
Pre-Built Workflows →
For all pre-built apps we offer a fast installation “as-is” with an AI model that can be fine-tuned on your data. To install an app under your brand takes ~4 weeks. A price is fixed $4K. Browse below our featured use cases →
Chose Your Pre-Built App
Leverage your efforts with our Pre-Built workflows. You can buy an app installation or just its design. To get a design, book a design call, where we’ll provide you with a clear architecture blueprint.
For questions, please, Book a Free Call →
AI Sales Assistant →
The tool is capable of streamlining a process of gathering customer data, interacting with users, analyzing inputs and automatically generating tailored sales documents.
Interior Design AI →
The tool is for generating custom interior designs. A user can upload an image of a room and a tool shows the ways that initial room can be made. The design outputs are delivered in different styles based on various models that we pre-train, including on your proprietary style.
Sales Automation →
The tool allows sales teams to retrieve technical and factual data efficiently to support sales. The tool interprets the language queries to fetch data across sources and presenting in an easily understandable format.
Your “Health” Self-Monitoring AI →
The app is for analyzing lab results providing users with interpretations. Users can upload their blood test reports, and the AI compares key biomarkers against established benchmarks for specific age and population groups fro main biomarkers.
3D Sketch Rendering AI →
The tool is for architects, product developers and anyone who needs to visualize concepts rapidly during early stages of design process. By inputting a sketch along with descriptions, these professionals can generate high-fidelity images without going through an extensive 3D modeling process.
An Avatar for Content Creation →
A bot for generating images, texts and videos linked to the real people. It uses various models to create realistic content that closely mimics a style & character of a person.
Meta Human AI →
An AI-powered bot for generating digital 3D avatars of people: the realistic avatars that can mimic appearance and movements of the real people.
Agent-Based Board Game(s) →
The app is for enabling users to create a rule-based board games in less time. The users input their game concepts, themes, and scenarios. The AI generates a complete board game, including game components, and play scenarios.
Custom Access UI to Image Gen AI Models →
A simple custom interface (UI) or “wrappers” for direct access to image models (ex. Automatic1111) can be crucial for achieving the outputs for particular generative tasks. We offer custom UIs with predefined hyper-parameters for your case (ex: guidance scales or noise levels).
Generate Realistic AI Images of a Person →
We train an AI model to generate unlimited realistic AI images of a person, a pet or an object using Flux and LoRA. This app is also a part of “Meta Human AI” app above.
Comic Strip AI →
The tool is for streamlining the comics creation process, assisting users in developing characters, story-lines, and visuals, providing an interface that caters to both beginners and professional creators.
Small Model Installations for Your Local Device →
On-device AI for small devices like Raspberry Pi, enabling various apps that benefit from local processing for enhanced privacy, reduced latency, and offline functionality.
Mood Board AI for Designers →
The app is for revolutionizing the way designers, architects and developers conceptualize and present their ideas enabling to create visually stunning mood boards that serve as a communication tool for their projects.
The AI Teaching Assistant →
The app is capable to extract key points and summarize lectures from files. Based on content, the app generates quizzes, questions and answers, & multiple-choice tests. It’s users (students and instructors) interact with the app to upload files, view summaries, take quizzes and track progress.
Animal Drone AI →
The tools is capable of designing a new drone model, by taking inspiration from the nature.
Custom AI Apps for a Small Business
@arrayslab
Go Super Fast From a Clear App Architecture to It’s Live Deployment on the Web!
Gen AI App Architecture →: a good architecture makes you app agnostic to the underlying AI models you employ today. You can replace models with new more intelligent or suitable as they come.
Image-Video App Architecture →: For image/video we use ComfyUI architecture tool: you can build your “generation” pipelines by connecting multiple diffusion models, ControlNets, and LoRAs.
Fast MVP with Custom UIs →: An MVP allows you to scope the entire project and valuability of your app for solving your problem statement.
Tools →:: Using frameworks and tools to turn Python scripts into the shareable web apps quickly – to build most basic MVPs fast. We also offer a “hard” MVP for DeepTech and BioTech.
Model Training and Fine-Tuning →: Once your solution is up and running, you can fine-tune the most suitable model or/ and replace it afterwards with a “smarter” model as they become available.
The AI App Architecture
Step up your company ability to deploy and manage the AI apps at scale with Arrays Lab. We start with designing the right architecture for your app so as you will get a complete clarity on your app and required resources. With the right architecture, your app will be model agnostic and scalable to run at a massive scale.
Super Fast Deployment
The fastest and cheapest way to have your app up and running is to utilize a modern tech stack for fast AI application development. With this approach can design and build the app in no time. We can help on every stage of app design, development and operation from assessment to shipping apps fast, collaborate easily, and build powerful, scalable apps.
Custom UIs to Your AI App
We offer fast interfaces from Python-based UIs to conversational interfaces as Chat-bots (text-based and voice-based chat user interfaces). For web UIs we are using lightweight web frameworks in Python for a quick development of web applications, including those for AI models (Gradio UI and Streamlit) .
Build Your Own AI App →
You can DIV your GenAI App. We can help with it’s architecture. Once the app is designed you can DIV the app, even if you have no any technical background.