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.

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.