AXONS applies AI across the agritech value chain—from contactless farm monitoring using computer vision to detect animal weight and early disease signals, to AI-assisted veterinary triage and supply chain optimization via Agentic AI. End-to-end traceability links farm-to-table data for ESG/carbon-footprint transparency. Over 60 live projects have delivered substantial ROI via labour cost reduction and waste prevention. Key lesson: prioritize business problems over tech showmanship; ensure data quality; involve frontline staff early; use AI to analyse and recommend, not to replace human judgment; iterate continuously.