When we launched Purchase Prep last fall, the goal was straightforward: stop letting your most important renewal conversations happen without preparation. We built a way for procurement teams to cut through the noise: look at a sprawling contract portfolio and immediately know which deals were worth fighting for and which ones could wait.
Teams used it. Teams loved it. And then they started asking the same question, over and over.
"What do I do once I get the new proposal?"
That's the gap Tropic’s new Proposal Review Agent was built to close.
The Real Cost of Manual Due Diligence
Procurement teams are stretched. Most are managing a portfolio of hundreds of contracts alongside incoming requests, stakeholder questions, and new evaluations, all with limited headcount and even more limited time.
The challenge with evaluating a new vendor proposal has never been a lack of intelligence. Tropic has always held the data that matters: price benchmarks drawn from over $18B in software spend, negotiation playbooks built from thousands of real deals, supplier-specific tactics refined over years of hands-on negotiations. The gap was in how that intelligence got applied.
Turning a raw vendor proposal into a confident, data-backed decision used to mean pulling benchmarks manually, interpreting what they meant for this specific deal, building a negotiation approach from scratch, and hoping the contract owner on the other end actually used it. That's hours of work for every evaluation, and those hours compound across every deal in the queue.
The Proposal Review Agent automates that entire process. Upload an order form or new proposal, and Tropic's AI does the analysis work that would have taken your team half a day to do manually.
AI-Powered Analysis, Delivered as a Decision
Upload any vendor quote into Tropic — an order form, a renewal proposal, a first-time quote from a new supplier — and within two minutes you get a complete, data-backed evaluation:
- A Savings Opportunity: Benchmarked against real deals in Tropic's network so you can see exactly how the proposed price compares to what similar companies have actually paid, and quantify what's realistically on the table.
- A Negotiation Difficulty rating: Low, Typical, Medium, or High, drawn from Tropic's negotiation history with that supplier, so your team can right-size the effort and strategy before the conversation starts.
- A personalized Negotiation Strategy: Step-by-step, with example scripts tailored to your specific situation. Not a generic playbook pulled from a template. An actual plan for this deal, with this supplier, at this price point.
AI extracts line items and pricing directly from the uploaded document. You confirm, and the analysis is ready. Procurement teams get a structured view of every lever available — which terms are very achievable, which are moderately achievable, and exactly where to focus — without spending hours building that picture themselves.
Scaling Procurement Impact Without Scaling Headcount
For procurement teams, the Proposal Review Agent changes the economics of evaluation work.
Every deal used to require roughly the same manual investment: pull benchmarks, interpret the data, build context around the supplier, develop a negotiation strategy, then communicate it to the contract owner clearly enough that they'd actually use it. That process doesn't scale. And when procurement is the bottleneck, deals move slower, insights get lost, and the team's strategic value gets buried under operational throughput.
The Proposal Review Agent compresses that due diligence cycle dramatically. A procurement analyst can evaluate an incoming proposal, review the AI-generated analysis, and have a ready-made negotiation strategy to act on or hand off in a fraction of the time it used to take. That means more deals reviewed, more savings captured, and more time freed up for the strategic work that actually moves the needle.
For contract owners and department leads who manage software purchases without dedicated procurement support, Proposals delivers the same intelligence directly — so they can make confident, data-backed decisions without needing to be procurement experts themselves.
How to Access It
Inside Tropic: Anywhere in Tropic → left sidebar → Evaluate Proposal
Upload a PDF order form or proposal (for best results, use the pricing pages), confirm the extracted line items, and your analysis is ready in under two minutes.
The Proposal Review Agent is available across all Tropic plans.
What's Next for Tropic
The Proposal Review Agent joins our original Purchase Prep, focused on your existing contracts in Tropic, as the second member of a growing family of AI-powered buying tools — each designed to bring Tropic's intelligence into a different stage of the procurement process. Purchase Prep helps you prioritize during the planning phase. The Proposal Review Agent helps you execute during active negotiation.
Together, they're what happens when years of benchmarking data, negotiation expertise, and supplier intelligence stop living in a platform and start showing up exactly when you need them.
Frequently Asked Questions
How is the Proposal Review Agent different from Price Benchmarks?
Price Benchmarks tell you whether you're paying the right price for a specific SKU. The Proposal Review Agent does that plus interprets your entire proposal, tells you how hard the negotiation will be, and hands you a step-by-step script, all from a single document upload.
How is it different from Purchase Prep?
Purchase Prep helps you prioritize which contracts in your portfolio deserve attention during planning. The Proposal Review Agent is for the moment you're already in active negotiation — it tells you exactly what to do with the specific document in front of you.
Does it work for all suppliers?
Only global suppliers are currently eligible for proposal review. This is noted in the platform when you select a supplier.
What file types can I upload?
PDF uploads work best. For optimal results, use an order form. If the document is long, uploading just the relevant pricing pages will get you the fastest, most accurate analysis.
Related blogs
Discover why hundreds of companies choose Tropic to gain visibility and control of their spend.