Design an AI agent in Ramp Procurement that takes a 500-person company's software purchase requests from intake to payment.

Introduction

Procurement at a 500-person company is usually a chain of Slack messages, spreadsheets, and email threads: someone wants a new software tool, finance asks for a quote, legal wants to see the contract, IT asks about security, and three weeks later the vendor is still waiting for a purchase order. Ramp Procurement brings intake, approvals, purchase orders, and payment into the same system as the Ramp card and Bill Pay, and Ramp has been rolling out AI agents across finance workflows. This question asks for an agent that runs a purchase request from intake to payment with humans only stepping in where judgment is needed.

This is a hard design question because the user is not a single person. The requester, approvers, finance, legal, and the vendor all interact with the same request, and the agent must be trusted with money. I'll clarify scope, explain why now, pick a segment, map the journey's pain points, design the agent, and define how we would know it works.

Step 1

Clarify Questions (3 minutes)

• What types of purchases are in scope? I'll assume software and services purchases between $1,000 and $100,000 a year, which are the bulk of procurement volume for a company this size.

• Who owns procurement today? I'll assume no dedicated procurement team; finance and a part-time ops person run it.

• Does the company already use Ramp cards, Bill Pay, and accounting sync? I'll assume yes, so the agent can issue cards, create bills, and code transactions.

• What does "end-to-end" mean: intake through payment, or also renewals? I'll include renewals because that is where most savings hide.

• Success goal: speed, savings, or compliance? I'll propose a combined goal.

Propose the Goal

Cut median request-to-purchase time from weeks to days while ensuring every purchase has the right approvals, a budget owner, and a negotiated price check, and keep finance's manual touches per request near zero for routine purchases.

Define the Scope

In scope: intake, vendor and price research, routing approvals, security and legal hand-offs, PO creation, payment method selection (virtual card or Bill Pay), and renewal monitoring. Out of scope: direct materials procurement and complex RFPs with many bidders.