
Aryav
Former Chief of Staff and Pricing Manager at Clipboard. Physics, UChicago.
If your inventory expires, we price it to maximize your revenue.
Results
We did it at Clipboard, a $1B+ a year labor marketplace. We rebuilt how shifts were priced and took margin from 14.6% to 21.5% without losing fill.
Babak and Aryav built the dynamic pricing function from the ground up at Clipboard in spite of pushback and skepticism from leadership. In the process they drove millions of dollars of efficiency gains and better outcomes for our customers. They’re two of the best analytical minds I know.
We start by capturing every quote you send and whether it won, including the ones your TMS never records. With that and market data, we build models that predict what each lane will cost to cover in real time, so you quote to win the loads worth winning at better margins. The same models price your contract bids, so you can take on longer commitments without the risk of them going underwater when the market turns.
See how an engagement runsWhether you're an owner operator, a boutique or a regional operator, we start by modeling your variable costs and analyzing your booking history to get you the RevPAR that maximizes your bottom line, no matter what season it is. We build dashboards that give you visibility on what's happening at your property in real time, and we don't charge until we've successfully integrated with your PMS.
See how an engagement runsPricing works backward from the door: how fast each section is selling against how long is left to sell it. Floors and caps per section get set before anything moves. Once a ticket sells, you don't get a second shot at it.
See how an engagement runsOur bread and butter at Clipboard. We price each unit against how likely it is to clear, and run tests to isolate exactly what the change did. Once changes go out wide, we monitor your key metrics.
See how an engagement runsWe find session-level prices by time of day and historical booking data. We optimize your memberships against drop-in rates so the two stop undercutting each other and make booking through your platforms smooth, so that you aren't at the mercy of third parties like ClassPass.
See how an engagement runsDon't see yourself here? Reach out to us, and we'd love to talk about how we can help your business.
Get in touchHow it works
Understand. We organize and analyze your data to bring new insights to your business.
Integrate. We integrate into your systems to serve and monitor your rates automatically.
Launch. We design and roll out models tailored to your business with A/B tests.
Steward. We maintain the systems we built for you and remain available for troubleshooting.
Worked example
The best a single price can do is $4.50 — $27.00, with 2 expiring.
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This is a worked example, not a real case. Pricing actual inventory involves many more signals.

Former Chief of Staff and Pricing Manager at Clipboard. Physics, UChicago.

Former Head of Applied Science and Group Product Manager at Clipboard. BioE, Yale.