Proof
/ Professional ServicesAI Agent for a Risk Management and Sustainability Consulting Company
QR/OS™ Layers
QR/OS™ Blocks
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→ Capability pageBusiness situation
A global professional services company focused on risk management, operations, and sustainability, needing faster knowledge access from SharePoint documents.
The challenge
Consultants were losing significant time searching through SharePoint documents. Traditional search was inadequate for complex queries requiring contextual understanding and knowledge synthesis.
Why it matters
Quantum Rise built a three-stage agentic system: automated document pre-processing and enrichment, a semantic vector knowledge base, and a conversational AI assistant that uses business knowledge to answer questions, retain context, and analyse new content.
What Quantum Rise delivered
The QR/OS™ approach in practice
- • Automated pipelines pre-processing SharePoint documents with strategic summaries and metadata • Semantic vector database for powerful document search • Conversational AI assistant: answers questions, retains conversation history, analyses new uploads • Faster consultant deliverables with more time freed for strategic activities
Directional outcome
Significant time reduction searching for information. Efficiency gains by centralising knowledge base with agentic AI.
What became repeatable
A reusable RAG-based enterprise knowledge agent: document pre-processing → vector knowledge base → conversational AI — deployable across any professional services firm.