UNICORE: FEAT(git): New README for public
Signed-off-by: Puranjay Savar Mattas <me@psmattas.com>
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README.md
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README.md
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# Welcome to UniCore-SCM 👋
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**Empowering businesses with AI-driven Supply Chain Management.**
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<p align="center">
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<b>Our Technology Stack</b>
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<img alt="Project Status" src="https://img.shields.io/badge/status-Alpha-orange?style=for-the-badge">
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<img alt="License" src="https://img.shields.io/badge/license-Proprietary-blue?style=for-the-badge">
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<p align="center">
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<a href="mailto:support@unicorescm.com"><img alt="Contact" src="https://img.shields.io/badge/contact-support@unicorescm.com-brightgreen?style=for-the-badge&logo=minutemailer"></a>
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<a href="https://skillicons.dev">
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<img src="https://skillicons.dev/icons?i=py,fastapi,sqlite&theme=light&perline=5" alt="Backend Technologies"/>
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<br>
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<img src="https://skillicons.dev/icons?i=angular,ts,html,scss&theme=light&perline=5" alt="Frontend Technologies"/>
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<br>
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<img src="https://skillicons.dev/icons?i=git,gitea,nginx,jenkins,docker&theme=light&perline=5" alt="DevOps and Tooling"/>
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</a>
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</p>
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> 🚀 **What's Next?**
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<h1 align="center">We're Building the Self-Driving Supply Chain.</h1>
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> UniCore is currently in **Alpha** and under active development. Our roadmap includes integrating a full **AI/ML pipeline** for predictive analytics and adding secure payment processing with **Stripe**. This tech stack will grow as we build out these powerful new capabilities!
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This is the official Gitea organization for **UniCore**, a modern Supply Chain Management (SCM) platform designed to provide businesses with real-time visibility, predictive insights, and state-of-the-art security.
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UniCore isn't just another SCM tool; it's an intelligence platform designed to move your business from reactive problem-solving to proactive, AI-driven strategy. We transform your operational data into your most powerful competitive advantage.
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## 🚀 What is UniCore?
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UniCore is an integrated SCM tool that helps businesses track, monitor, and optimize their supply chain operations. By leveraging the power of Artificial Intelligence (AI) and Machine Learning (ML), our platform goes beyond simple data tracking to offer:
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## From Raw Data to Strategic Decision
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* **Predictive Analytics:** Forecast demand, identify potential risks, and optimize operational efficiency.
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Our entire platform is built around a single, powerful workflow: turning complexity into clarity. We handle the entire intelligence lifecycle so you can focus on results.
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* **Secure Data Management:** Your business data is protected with modern, passwordless authentication and end-to-end encryption.
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* **Flexible Deployment:** Choose between self-hosting your data for maximum control or using our secure, managed cloud solution.
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Our mission is to make advanced SCM capabilities accessible to businesses of all sizes, enhancing decision-making and driving growth.
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<table align="center" style="border: none; background: transparent; width: 100%;">
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<tr style="background: transparent;">
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<td align="center" width="20%"><img src="https://raw.githubusercontent.com/primer/octicons/main/icons/database-24.svg" width="60"><br><b>1. Data Ingestion</b></td>
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<td align="center" width="20%"><img src="https://raw.githubusercontent.com/primer/octicons/main/icons/cpu-24.svg" width="60"><br><b>2. AI Processing</b></td>
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<td align="center" width="20%"><img src="https://raw.githubusercontent.com/primer/octicons/main/icons/light-bulb-24.svg" width="60"><br><b>3. Predictive Insight</b></td>
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<td align="center" width="20%"><img src="https://raw.githubusercontent.com/primer/octicons/main/icons/rocket-24.svg" width="60"><br><b>4. Strategic Action</b></td>
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</tr>
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<td valign="top">Securely upload and integrate your operational data through our intuitive UI. Our platform intelligently maps and validates your information.</td>
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<td valign="top">Our no-code AI engine processes your data, training bespoke machine learning models tailored to your unique business patterns and goals.</td>
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<td valign="top">Receive clear, actionable insights—from demand forecasts to risk alerts—that predict future outcomes, not just report on the past.</td>
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<td valign="top">Empower your team to make faster, smarter decisions through interactive dashboards and intelligent chat, turning insight into immediate action.</td>
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</tr>
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</table>
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## ✨ Key Features
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* **🤖 AI & ML Powered Insights:** Utilize predictive models for demand forecasting and operational planning.
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## Built on a Foundation of Core Principles
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* **🔑 Passwordless Security:** Modern, phishing-resistant authentication using **Passkeys (WebAuthn)**.
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Our engineering philosophy is simple: build for the future. Every line of code and architectural decision is guided by three unwavering principles.
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* **☁️ Flexible Data Hosting:** Choose between a self-hosted environment or our secure, fully-managed UniCore cloud with end-to-end encryption.
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* **🔒 Data Isolation:** Each client's business data is stored in a separate, isolated, and encrypted database.
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* **📊 Customizable Data Structures:** Define your own data schemas through an intuitive UI and easily upload data via CSV.
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* **⚡ Modern Tech Stack:** Built with high-performance technologies like **FastAPI** on the backend and **Angular** on the frontend for a fast, responsive experience.
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## 💻 Our Repositories
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| 🚀 **Predictive Intelligence** | 🛡️ **Uncompromising Security** | ☁️ **Absolute Control** |
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| We believe the best decisions are made before a crisis hits. Our platform is architected around a powerful AI/ML core, transforming historical data into strategic foresight and giving you the power to act proactively. | Security isn't an afterthought; it's our architecture. From **phishing-resistant Passkeys** to **end-to-end data encryption** and a containerized infrastructure, we build security into every layer of our platform. | Your data is your most valuable asset. We provide **total data sovereignty**, allowing you to choose between our secure, managed cloud or a self-hosted environment. Your data, your infrastructure, your rules. |
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Our platform is divided into two main repositories:
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| Repository | Description | Build Status |
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## Our Strategic Roadmap
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We are in a rapid development phase, building a platform that will define the future of the industry. Here's where we are and where we're going.
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| 🎨 **[unicore-frontend](https://git.psmattas.com/UniCore-SCM/unicore-frontend)** | The responsive and intuitive user interface built with Angular. This is where users interact with their data, dashboards, and settings. | [](https://jenkins.psmattas.com/job/UniCore-Frontend/job/main/) |
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| ⚙️ **[unicore-backend](https://git.psmattas.com/UniCore-SCM/unicore-backend)** | The powerful FastAPI-based API that handles authentication, data processing, business logic, and integration with our AI/ML models. | [](https://jenkins.psmattas.com/job/UniCore-Backend/job/main/) |
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| 🤖 **[unicore-model-service](https://git.psmattas.com/UniCore-SCM/unicore-model-service)** | **Unicore-Model_Service** is a self-contained microservice that provides a complete, automated machine learning lifecycle for supply chain analytics. It allows companies (tenants) to upload their own unique data, define their prediction goals, and train bespoke AI models using a powerful visual canvas—no code required. | [](https://jenkins.psmattas.com/job/UniCore-Model_service/job/main/) |
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| 🤖 **[unicore-vertex](https://git.psmattas.com/UniCore-SCM/unicore-vertex)** | **UniCore-Vertex** is the AI/ML model service backend for the **UniCore** platform. It functions as a dedicated, high-performance gRPC service responsible for all Retrieval-Augmented Generation (RAG) tasks, including document processing, multi-tenant data indexing, and intelligent querying against local Large Language Models (LLMs) via Ollama. | [](https://jenkins.psmattas.com/job/UniCore-Vertex/job/main/) |
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## 📈 Project Status
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* ✅ **Done:** Secure payment and subscription management via **Stripe**.
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* ⏳ **Nearing Completion:** Deployment of our secure, multi-tenant cloud infrastructure.
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* 🚀 **In Progress:** Full integration of our no-code AI/ML training pipeline, allowing clients to build custom predictive models.
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* 💡 **What's Next:** Real-time logistics tracking, integrations with third-party ERPs, and advanced data visualization modules.
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The UniCore platform is currently in **Alpha**. We are under active development, and features or architecture may evolve. We welcome feedback and suggestions as we work towards a stable release.
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## 🤝 Get Involved
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## Join the Future of Supply Chain
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We're building a world where supply chains are intelligent, autonomous, and resilient. We're looking for partners and talent who share our passion for solving the impossible.
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While the project is proprietary, we welcome community involvement through:
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<h3>Business & Partnership Inquiries</h3>
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<p>For demos, partnerships, or licensing questions, let's start a conversation. We're excited to show you what UniCore can do for your business.</p>
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<p>📧 <b>Contact UniCore Support:</b> <a href="mailto:support@unicorescm.com">support@unicorescm.com</a></p>
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<h3>Join Our Mission</h3>
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<p>Want to help us build the future? We're looking for brilliant, passionate individuals to join our team. If you thrive on solving hard problems, we want to hear from you.</p>
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<p>💡 <b>Explore Careers:</b> <a href="mailto:careers@unicorescm.com">careers@unicorescm.com</a></p>
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* **Feedback & Suggestions:** Have an idea for a feature? Let us know!
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<br>
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* **Bug Reports:** If you find a bug, please create an issue in the relevant repository.
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Please check the individual repositories for more specific contribution guidelines.
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<b>The Core Team</b>
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## ✨ Our Team
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<a href="https://git.psmattas.com/psmattas">
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<a href="https://git.psmattas.com/psmattas">
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<img src="https://git.psmattas.com/avatars/e45f8d117407c99eb0c3a0b8a79ea502abde4129b864b538f2871495d640c924" width="100" alt="psmattas"/>
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<img src="https://git.psmattas.com/avatars/e45f8d117407c99eb0c3a0b8a79ea502abde4129b864b538f2871495d640c924" width="100" style="border-radius: 50%;" alt="Puranjay Savar Mattas"/>
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<br />
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<br />
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<sub><b>Puranjay Savar Mattas</b></sub>
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<sub><b>Puranjay Savar Mattas</b></sub>
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<a href="https://git.psmattas.com/KshitijKadam">
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<a href="https://git.psmattas.com/KshitijKadam">
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<img src="https://git.psmattas.com/avatars/677f63d72fecb442e386b51d6edfa070" width="100" alt="KshitijKadam"/>
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<img src="https://git.psmattas.com/avatars/677f63d72fecb442e386b51d6edfa070" width="100" style="border-radius: 50%;" alt="Kshitij Kadam"/>
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<br />
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<br />
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<sub><b>Kshitij Kadam</b></sub>
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<sub><b>Kshitij Kadam</b></sub>
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## 📄 License
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Copyright © 2025-2026 PSMattas.
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<sub>Copyright © 2025-2026 PSMattas. All Rights Reserved.</sub>
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This project is proprietary. For all licensing inquiries, please contact us.
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## 📧 Contact
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**Puranjay Savar Mattas** - [support@unicorescm.com](mailto:support@unicorescm.com)
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