Logo
  • Cases & Projects
  • Developers
  • Contact
Sign InSign Up

Here you can add a description about your company or product

© Copyright 2025 Many.Dev. All Rights Reserved.

Product
  • Cases & Projects
  • Developers
About
  • Contact
Legal
  • Terms of Service
  • Privacy Policy
  • Cookie Policy
Development of a Multi-LLM Integration Platform with Credit-Based Access System
  1. case
  2. Development of a Multi-LLM Integration Platform with Credit-Based Access System

This Case Shows Specific Expertise. Find the Companies with the Skills Your Project Demands!

You're viewing one of tens of thousands of real cases compiled on Many.dev. Each case demonstrates specific, tangible expertise.

But how do you find the company that possesses the exact skills and experience needed for your project? Forget generic filters!

Our unique AI system allows you to describe your project in your own words and instantly get a list of companies that have already successfully applied that precise expertise in similar projects.

Create a free account to unlock powerful AI-powered search and connect with companies whose expertise directly matches your project's requirements.

Development of a Multi-LLM Integration Platform with Credit-Based Access System

somniosoftware.com
Information technology

Challenges in Multi-LLM Integration and User Accessibility

The client required a user-friendly platform to consolidate multiple LLMs (e.g., Claude, ChatGPT, Gemini) into a single interface, enabling cost-effective access via a credit-based system. Key pain points included complexity in managing interactions across models, lack of streamlined payment integration, and the need to deliver a functional MVP within a 1-month timeframe.

About the Client

A company focused on Artificial Intelligence solutions that consolidate multiple Large Language Models (LLMs) into a single platform for streamlined user access.

Key Goals for AI Platform Development

  • Create a unified platform for seamless interaction with multiple LLMs
  • Simplify user experience through intuitive design
  • Implement a credit-based payment system for model access
  • Deliver a scalable MVP within 1 month
  • Integrate backend infrastructure for reliable LLM and payment processing

Core Functionalities and Key Features

  • User authentication and credit management dashboard
  • Collaborative LLM response generation
  • Credit-based payment system integration
  • Cross-platform web and mobile application support
  • Model performance monitoring and analytics

Technology Stack Requirements

Next.js
Nest.js
PostgreSQL
Google Cloud Platform (GCP)

External System Integrations

  • Claude API
  • ChatGPT API
  • Gemini API
  • Stripe/Payment Gateway

Non-Functional Requirements

  • High scalability for concurrent LLM requests
  • Low-latency response handling
  • Data security for user credits and interactions
  • Platform reliability during peak usage

Expected Business Impact

The platform will reduce operational costs for users by consolidating LLM access, enhance answer quality through model collaboration, and provide a scalable infrastructure for future AI integrations. The credit-based system ensures flexible monetization while maintaining a seamless user experience across devices.

More from this Company

Development of Cross-Platform Healthcare Applications Using Flutter for Enhanced Patient Engagement and Telemedicine Services
Development of Enhanced Digital Organizing Platform for Worker Advocacy
Development of Mobile Tire Change and Roadside Assistance Digital Solutions
Development of a Personalized Sexual Education Mobile Application with Enhanced User Engagement and Privacy Features
Development of a User-Centric Nutrition, Fitness, and Coaching Mobile Application