AI Buying Checklist

AI Software Procurement Checklist for Buying Teams

Use this AI software procurement checklist to move from requirements to RFP, vendor shortlist, security review, ROI model, pilot plan, pricing review, and final approval.

Updated 2026-06-243 buying gates5 red flags

Procurement intake

Start with the buying problem, not a vendor demo.

Name the workflow, budget owner, technical owner, security owner, and implementation owner.
Capture baseline volume, current cost, cycle time, quality issue, risk exposure, and expected business outcome.
Decide whether the purchase is a point solution, platform add-on, API workflow, or internal automation project.

RFP and shortlist

Keep every vendor answer comparable enough to score.

Send the same RFP requirements, security questions, integration scope, data policy questions, and pricing format.
Require vendors to separate standard product, professional services, custom work, partner integrations, and premium model costs.
Compare answers with a weighted scorecard before choosing finalists.

Approval and rollout

Procurement is not finished until adoption, measurement, and rollback are owned.

Run a pilot on historical examples with numeric acceptance criteria.
Model first-year cost, payback period, expected utilization, and support effort.
Document rollout owner, training plan, governance controls, renewal review, and exit path.

Red flags

The buyer cannot name a measurable success metric.
Security, finance, and IT review happen after the vendor is selected.
Pricing is compared by seat only while usage or model costs are material.
The RFP does not ask about data retention or model training use.
The implementation owner is unclear before signature.

Evidence to collect

Business case, current baseline, RFP responses, security questionnaire, integration plan, and scorecard.
Pilot results, ROI calculation, pricing sheet, implementation statement of work, and support plan.
Approval notes from business, finance, security, IT, legal, and procurement.

How to use it

Turn the checklist into a buying decision

Step 1
Use the checklist before sending the first vendor RFP.
Step 2
Attach the RFP template, scorecard template, security questionnaire, and ROI calculator output.
Step 3
Reject vendors that cannot provide comparable answers.
Step 4
Keep the completed checklist as the renewal review baseline.

Related buyer paths

Use the next artifact

AI Software Buyer Guides

Open commercial AI software categories after the checklist identifies the workflow and owner.

AI Buying Templates

Turn checklist answers into an RFP, scorecard, security questionnaire, POC plan, or business case.

AI Governance Guides

Plan governance frameworks, risk assessments, vendor risk, model risk, compliance automation, and policy management.

AI Cost Guides

Estimate AI software, implementation, RAG, agent, chatbot, and document automation cost before approval.

AI ROI Guides

Calculate ROI, payback, automation savings, chatbot savings, agent ROI, and AI business case readiness.

AI Services Buyer Guides

Evaluate consultants, implementation partners, automation agencies, integration services, and enterprise AI advisors.

AI Vendor Scorecard Calculator

Convert evidence, risk, fit, and pilot results into a weighted vendor decision.

AI RFP Requirements Generator

Generate a requirements block for the RFP before sending it to vendors.

AI Procurement Checklist Template

Copy a procurement-focused template with owners, gates, approvals, and renewal checks.

How do you procure AI software safely?

Start with a measurable workflow, send comparable RFP and security questions, run a pilot on real examples, calculate ROI and total cost, and require business, IT, security, finance, and legal approval before rollout.

What is different about AI procurement?

AI procurement needs extra checks for data retention, model training use, hallucination risk, human review, prompt or workflow control, usage pricing, audit logs, and measurable pilot evidence.