What matters most for AI companies
Machine learning, model and AI-application companies.
• R&D relief on genuine model and infrastructure work, not prompt engineering
• Compute and inference cost tracked against gross margin per customer
• Whether development spend is capitalised, and what investors expect
• Data licensing and IP ownership recorded properly for diligence
• Usage-based pricing and revenue recognition on credits






