Data Nucleus Resource Centre
Retrieval Augmented Generation & Agentic AI
Actionable insights for AI in finance and legal: Proven strategies, action plans, business use cases and groundbreaking research.
Autonomous, secure AI agents: from promising demos to dependable colleagues
Autonomous agents can plan, retrieve, and act across systems—but only pay off when they are secure by design. This UK/EU‑focused guide covers identity and tool governance, MCP integrations, risk controls (OWASP, NCSC/CISA), EU AI Act and Data Act implications, and the metrics that prove ROI—plus where Data Nucleus helps you ship safely.
Agentic RAG in 2025: the enterprise playbook for grounded, multi‑step AI
Agentic RAG fuses retrieval with planning, tool‑use and self‑checking to deliver grounded answers to real workplace questions. This UK/EU‑focused guide covers architecture, security trimming, evaluation, compliance (AI Act, ICO, Data Act), and a 90‑day rollout plan—plus how Data Nucleus helps teams ship safe, ROI‑positive deployments.
RAG, demystified: how retrieval augmented generation became the backbone of enterprise GenAI — and what’s next
RAG grounds GenAI in your own evidence, cutting hallucinations and accelerating real work. This UK/EU‑focused guide explains the modern RAG stack—graph‑aware retrieval, agentic orchestration, hybrid search, reranking—along with governance (GDPR, AI Act), evaluation metrics, and a pragmatic rollout plan. Includes how Data Nucleus solutions support secure, ROI‑positive deployments.
Agentic workflows at work: turning AI into measurable productivity
Agentic workflows move AI beyond chat into secure, interoperable automation that completes real work. This guide for UK and EU employers shows where to start, how to govern it responsibly, and how to prove ROI with measurable KPIs.
Agentic AI in the Workplace: A Practical Guide for UK & EU Enterprises (2025)
Agentic AI moves beyond chatbots to agents that plan, use tools and deliver measurable business outcomes with oversight. This guide explains the architecture, UK/EU adoption trends, risks and governance (ICO, EU AI Act, NIST, ISO/IEC 42001), and offers a practical blueprint for pilots that scale—plus where Data Nucleus fits.