⌕ Capability

RAG & Enterprise Search

Answers grounded in your documents, with citations.

Retrieval-augmented generation lets AI answer from your own knowledge. We build the full pipeline: ingestion and parsing of messy documents, chunking, hybrid search, re-ranking, access control and evaluation: the parts that decide whether answers are right.

Typical use cases

Challenge. Policies, procedures and technical docs are spread across SharePoint, Confluence and drives.

What we build. A permission-aware assistant that answers with citations to the exact paragraph and says “I don’t know” when it should.

Challenge. Legal and procurement read hundreds of pages to find one clause.

What we build. Clause-level retrieval and extraction across contract repositories, with side-by-side comparison against your standard terms.

Challenge. Customers can’t find answers in your help centre.

What we build. Hybrid semantic search and answer generation on your docs site and in-app, measured against real search logs.

Examples

Use cases with RAG & Search.

Finance & Insurance KYC / AML analyst copilot Speed up customer due diligence while keeping every decision explainable. LLM Apps & CopilotsRAG & SearchEU AI Act & Governance Open → Healthcare & Life Sciences Scientific literature research agent Screen and summarise papers for systematic reviews and R&D. AI AgentsRAG & Search Open → Retail & E-commerce Conversational shopping assistant Help shoppers find the right product in natural language, on site and in AI assistants. RAG & SearchLLM Apps & CopilotsMCP Servers Open → Manufacturing & Logistics Maintenance technician copilot Answers from manuals, work orders and sensor data at the machine. RAG & SearchAI AgentsData for AI Open → Legal & Professional Services Contract review & clause comparison Compare incoming contracts against your playbook in minutes. RAG & SearchFine-tuningEvals & Guardrails Open → Legal & Professional Services Firm-wide knowledge assistant Find precedents, templates and expertise across the firm, with client confidentiality. RAG & SearchMCP ServersEU AI Act & Governance Open → SaaS & Technology AI-first customer support Resolve common tickets automatically and give human agents perfect context. AI AgentsRAG & SearchAI Gateways Open → Manufacturing & Logistics Knowledge assistant pilot from an accelerator A working assistant on real manuals and procedures in the customer’s own cloud, fast. AcceleratorsRAG & SearchAI Landing Zones Open →

Next step

Let's talk about your AI system.

A free 30-minute call with an Engagement Lead or AI Architect. You'll leave with a clearer view of options, risks and cost, whether or not we work together. Your case doesn't need to fit any box on this site; just tell us what you're facing.

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