Unchain Labs (A division of UCTalent Labs Ltd)
By Unchain Labs (A division of UCTalent Labs Ltd)Unchain Labs is a specialized R&D consultancy architecting decentralized and intelligent systems. We are the engineering powerhouse behind the UCTalent ecosystem. We combine proprietary research in data science (Robust SVM) with high-scale engineering to build autonomous AI Agents, RAG-based knowledge systems, and secure Web3 infrastructure for enterprises in Logistics, Energy, and Finance.
- Stage
- In production
- Industries
- Logistics
- Retail and e-commerce
- Technology
- Deployment
- Hybrid
Why it is worth it
We bridge the gap between academic research and high-scale production. Unlike standard dev shops, we have deep proprietary research competence (e.g., our Robust SVM papers for data quality). Unlike pure AI research firms, we have a proven track record of deploying secure, scalable systems handling billions in value and millions of users in production environments.
Enterprises are struggling to move GenAI beyond simple chatbots into production-grade workflows. They face challenges in creating autonomous agents that can reliably execute complex, multi-step tasks (like sales consultations or contract review) and integrating these AI systems securely with their existing high-volume data pipelines and infrastructure.
Opening the deck…
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Best customer profile
Enterprise CTOs or Heads of Innovation in data-rich sectors (Logistics, Finance, Energy) who need to deploy autonomous AI agents or complex data platforms to automate high-value workflows, but lack the specialized internal R&D capabilities to build beyond a basic Proof of Concept.
Notable paying customers
- BeGroup (Logistics Unicorn), Giaohangnhanh (GHN), UCTalent Labs.
Architected and secured $2B+ TVL for DeFi protocols on Polygon. Designed and migrated data warehouses scaling to 30M+ users for logistics unicorns (BeGroup). Successfully developed and launched the Dual AI Agent architecture for the UCTalent ecosystem. Currently deploying RAG-based Legal Tech agents and Multi-modal Energy Sales agents for enterprise clients (Q1 2026 pipeline).