Procurement / Apr 28, 2026 / 5 min
AI Procurement Now Needs a Safety File
Enterprise AI buying has to move beyond feature lists. Every serious deployment needs evidence about intended use, failure modes, controls, evaluations, and monitoring.
AI procurement is becoming more demanding because the product is not just software. It is software that generates, recommends, summarizes, predicts, and may act through tools.
That means buyers need a safety file. What is the intended use? What is prohibited? What data can it access? What evaluations were run? What failure modes are known? How are incidents handled?
This file should not be a vendor PDF buried in procurement. It should connect to the actual deployment: workflow owners, approval gates, logs, monitoring, training, and rollback procedures.
The discipline matters most for agents, healthcare, finance, education, HR, public services, legal work, and customer operations. In those areas, a bad output can become a real decision.
Convina's view: procurement is where AI ambition meets institutional risk. Buyers that demand safety files will force the vendor market to mature.