AI opportunity assessment
Start with business value, not AI hype.
- Business process and repetitive work
- Data availability
- Security and privacy
- Cost, complexity and risk
- Human approval requirements
Generative AI & RAG
Ground useful assistants in approved business knowledge.
- Knowledge and business assistants
- Document analysis and summarisation
- SharePoint and Microsoft 365 knowledge
- Chunking, embeddings and vector search
- Retrieval quality and source grounding
Agentic AI
Enable approved business actions using controlled tools and permissions.
- Customer service agents
- Sales and knowledge agents
- IT support and operations agents
- Finance and administration agents
- Cyber and compliance agents
AI governance & evaluation
Responsible AI is part of delivery.
- Agent and user identity
- Least privilege and tool permissions
- Human approvals and auditability
- Groundedness and hallucination testing
- Safe deactivation and ongoing monitoring