What is agentic AI?
Agentic AI refers to AI systems that don't just answer questions but plan and complete tasks using your tools and data — for example reading an enquiry, checking availability, drafting a quotation and logging it in the CRM, with a person approving where needed.
Where AI agents deliver value first
Customer enquiries on WhatsApp and the website; document processing for invoices, purchase orders and tender specifications; IT help desk requests; and management reporting from ERP and CRM data.
What you need in place
Clean, accessible data; integration with systems such as WhatsApp, Microsoft 365, CRM and ERP; clear rules on what the agent may do on its own; and security controls including access management and audit logs.
How to start
Pick one high-volume process, define success measures, run a focused pilot, then scale. Keep people in the loop for approvals and exceptions, and review results regularly.
Choosing models and partners
Leading models such as Anthropic Claude, OpenAI GPT and Google Gemini each have strengths. The right partner selects models per task and handles integration, security and governance.