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# AI Data Provenance & Compliance Platform ## Overview We are building a digital provenance platform focused on AI training data compliance. The platform enables organizations to: * Track the origin of datasets used in AI systems * Verify licensing and usage rights * Maintain an immutable audit trail of data usage * Generate compliance-ready reports for regulators (e.g. EU AI Act) This is not a general-purpose ML platform—it is a compliance and provenance layer for AI systems. --- ## Core Scope (MVP → Already Implemented) The system must: * Maintain a dataset registry with metadata (source, license, owner) * Automatically assign risk levels and compliance signals * Track relationships between datasets and AI models * Record audit logs for every action * Generate compliance reports (PDF, CSV, JSON) All data is: * organization-scoped (multi-tenant) * traceable across its lifecycle --- ## Extended Scope (Product Differentiation) The platform evolves into a provenance engine by: * Capturing every data interaction * dataset creation * linking to models * report generation * Providing explainable compliance decisions * why a dataset is risky * what rules triggered it * Enabling lineage reconstruction * “which datasets trained this model?” * “what risks exist in this pipeline?” --- ## Architecture ### Frontend * [login to view URL] (App Router) * TypeScript * Tailwind CSS * Dashboard-focused UX: * Compliance score * Dataset registry * Model mapping * Report viewer * Audit logs --- ### Backend * Node.js + Express (TypeScript) * PostgreSQL + Prisma * MinIO (S3-compatible) for report storage Responsibilities: * CRUD + validation * Risk engine * Audit logging * Report generation --- ### Provenance Layer (Core Concept) The system acts as a lightweight provenance ledger: * Every action produces an audit event * Events are: * timestamped * linked to users and entities * queryable This enables: * reproducibility * compliance verification * forensic traceability --- ## AI / ML Integration (Future Phase) The platform will expose: * APIs to register: * training runs * inference events * Logging for: * which model used which dataset * when and by whom Goal: Extend provenance from data to model to output --- ## Role-Based Access Control (Planned) * Admin: full control * Analyst: dataset and report access * Viewer: read-only RBAC enforced: * in API * in frontend UI --- ## Deliverables * [login to view URL] frontend dashboard * Express API backend * PostgreSQL schema (datasets, models, audit logs) * S3-compatible storage for reports * Compliance report generation (PDF/CSV) --- ## Acceptance Criteria The platform is successful when: * A user can: * register datasets * link them to models * generate a compliance report * The system can: * flag risky datasets * explain why * show full audit trail * A dataset’s lineage can be reconstructed in two clicks or fewer --- ## Vision This evolves into: A trust layer for AI systems, where every model can prove: * what data it was trained on * whether that data was compliant * how it has been used --- ## Positioning This is not: * a model training platform * a generic machine learning tool This is: AI data provenance and compliance infrastructure
Project ID: 40362394
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202 freelancers are bidding on average €553 EUR for this job

Hello I have thoroughly reviewed your project description and am confident in my ability to assist you in completing it successfully. I believe it would be highly beneficial to delve deeper into the specifics of the job to determine the most effective way forward. I am open to scheduling an interview at your convenience, and I genuinely appreciate the chance to collaborate with you on this project. Your response is eagerly anticipated, and I'm excited about the prospect of working together. Thank you for considering my proposal. Looking forward to your prompt reply! Best regards Rekha!!!
€750 EUR in 7 days
7.3
7.3

I'm Iosif Peterfi, 15+ years delivering practical, security-minded platform work across web, automation and cloud, with a calm, results-focused style. This is my speciality: turning complex data governance and compliance requirements into a clear, scalable provenance layer that enables regulators to trust your AI systems. You're building a multi-tenant platform to registry datasets with metadata, assign risk signals, track dataset-to-model relationships, record immutable audit logs, and generate regulator-ready reports in PDF, CSV, and JSON, with RBAC and lifecycle traceability. My approach focuses on delivering a tight MVP with lasting value: a dashboard and API for dataset registry, risk scoring, model mapping, and audit logs; reliable report generation; and a clear path to extended provenance, explainability, and lineage, all while reducing regulatory risk and operational friction. Last quarter I helped a financial services firm implement a data provenance backbone. They faced tangled data lineage and opaque audits; audit prep time dropped from two weeks to two days and regulatory reports could be produced in minutes. 2-4 weeks. Happy to discuss scope alignment. Let's chat - I can walk you through the approach in 15 minutes. Send me a message and we can get started this week.
€3,600 EUR in 21 days
6.4
6.4

Hello Sir, I have 8 years of experience in NextJS, AI, ML, Software Development.I can work on this project. Let’s connect
€500 EUR in 7 days
5.6
5.6

Hola, Voy a dejar tu WhatsApp Business configurado con saludo, mensaje de ausencia, respuestas rápidas por tema y etiquetas priorizadas según el tono de tu marca, más una guía paso a paso para tu equipo. Nota clave: la app gratuita de WhatsApp Business cubre todo lo que necesitas; la API Cloud solo se justifica si luego quieres chatbot con flujos automáticos. Preguntas: 1) ¿Tienes cuenta activa o arrancamos desde cero? 2) ¿Cuántas consultas diarias manejas en promedio? Envíame un mensaje y revisamos los detalles. Saludos, Faizan
€430 EUR in 7 days
4.8
4.8

Hey, I am ready when you are.✅ I’ve worked on something very similar. Building an AI compliance platform like this can be challenging due to the need for maintaining data provenance and generating compliance reports. What really matters here is ensuring the platform accurately tracks dataset origins and maintains an immutable audit trail. In a recent project, I developed a similar system that tracked data sources and generated compliance reports for regulatory purposes. While I haven't specifically worked on a platform focused solely on AI data provenance, I have experience with building compliance layers for complex systems. Let's chat! -Oleksandr
€670 EUR in 3 days
4.5
4.5

Hello, I have extensive experience in building data compliance and provenance systems, particularly in AI-driven environments. In a similar project, I developed a platform that tracked and verified the lineage and compliance of datasets used for training AI models, ensuring all data interactions were auditable and compliant with GDPR regulations. A challenge we faced was efficiently handling large-scale data processing for audit logs, which I overcame by implementing optimized database indexing and leveraging scalable storage solutions like MinIO. I’m confident that my background in backend systems, API integrations, and compliance-driven platforms makes me an ideal fit for your project. Kind regards, Tobias.
€500 EUR in 7 days
4.5
4.5

HIRE ME!!! I have already rich experience in your project field. I am very interested in your project and confident that my core skills and extensive experience align perfectly with your requirements. After carefully reviewing the project details, I am certain that I can deliver high-quality results within a short timeframe. I am available to begin work immediately and will maintain clear, consistent communication throughout the process. I look forward to the opportunity to collaborate with you. Best regards, Huy
€250 EUR in 5 days
4.7
4.7

Hello! I am a Florida-based senior software engineer (frontend, backend, ecommerce, etc.), and I’m excited about your project on building an AI Data Provenance & Compliance Platform. I've carefully read your project description and understand the importance of creating a system that not only meets compliance requirements but also integrates AI capabilities effectively. With over 15 years of experience in software architecture, JavaScript, Node.js, and PostgreSQL, I am confident in delivering a robust solution tailored to your needs. I have built various compliant systems and AI-driven applications, and I approach projects with both an engineering and a business mindset to ensure practical, maintainable results. To kick off this project successfully, I suggest the following phases: 1. Requirement Analysis & Planning 2. System Architecture Design 3. Development of Core Features 4. Implementation of AI Models 5. Compliance Testing & Iteration Could you please clarify the following questions to help me better understand the project? 1. What specific compliance standards do you need the platform to adhere to? 2. Are there any existing systems or data sources that the platform should integrate with? 3. What is your timeline for the project, and are there any critical milestones? I’m eager to collaborate and bring your vision to life. Let’s chat! -James
€500 EUR in 5 days
4.1
4.1

I've just completed a similar project. I developed a compliance dashboard enabling dataset tracking and audit reporting for AI systems. Your project goals align well with proven expertise in building data provenance platforms. Understanding the importance of compliance and immutable audit trails is central to delivering this solution. Specializing in secure, high-performance platforms, I focus on delivering polished user experiences that emphasize regulatory readiness. Let's discuss your project in detail—worst case, you walk away with a free consultation and a clearer understanding of your project. Kind regards, Curtley
€450 EUR in 14 days
1.8
1.8

Hi there, and warm greetings I’m Farhan Shabbir, a professional full stack and data-focused developer with experience in building secure, scalable platforms for compliance-driven systems. I understand you are developing a digital provenance platform centered on AI training data compliance, where traceability, governance, and trust are critical. I will help you design and build a robust system that ensures every dataset is properly tracked, verified, and compliant with modern data governance standards, while keeping the platform scalable and enterprise ready. ◉ End-to-end data provenance tracking with full audit trails ◉ Secure architecture for AI training data compliance and governance ◉ Metadata management for dataset verification and lineage tracking ◉ Scalable backend design for high volume data operations My focus will be to ensure your platform maintains transparency, reliability, and compliance while supporting future growth in AI data ecosystems. Risk-Free Guarantee → No upfront payment. Pay only when satisfied, with full money-back assurance.
€250 EUR in 1 day
2.0
2.0

Hello! I am an experienced data analyst with strong skills in SQL, Python, Power BI, and Tableau. I have carefully reviewed your project requirements and I am confident I can deliver high-quality results within the agreed timeframe. My background includes building interactive dashboards, automating reports, and working with large datasets. Please feel free to message me to discuss the details. Looking forward to working with you!
€250 EUR in 7 days
0.0
0.0

Riga, Latvia
Member since Apr 10, 2026
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