About

One Founder. Eighteen Interviews.

Built in Pittsburgh by a single engineer who spent six months in valet stations before writing a line of customer-facing code.

TK
Tarun Teja Kalagara
Founder & CEO · Built the Entire Platform Solo
4
Apps Built Solo
91
Automated Tests
18+
Operator Interviews
6
Patent Claims
NSF I-Corps Researched
Ascender 2026 Cohort
Patent Filed Nov 2025
Duquesne SBDC Advised
Pittsburgh, PA
Where This Came From

Eighteen Interviews. One Pivot.

The first instinct was to build a sleeker valet system for hotels. We were wrong about who the buyer was. Through the NSF I-Corps program in 2025, we ran 18-plus interviews with valet operators, hotel managers, drivers, and front office staff. The answer was clear: luxury hotels outsource valet to third-party operators, and the operator CEO (not the hotel GM) decides what tools the drivers use. The platform was rebuilt around that.

"Retrieval Time Decides Renewals"

Hotels measure valet performance on car-return speed. Paper, SMS, and QR put a 10-minute floor on it.

I-Corps Finding

"Every Lost Ticket Is My Problem"

Operators eat the cost when a ticket goes missing. The audit trail was missing from every system we looked at.

I-Corps Finding

"The Tools Don't Match the Lobby"

A guest stepping out of a $1,500-a-night suite shouldn't be handed a paper stub. The product had to feel like the hotel.

I-Corps Finding
Defensible Moat

6 Patent Claims. 5 Working.

Intelligent Key Mapping

Deterministic method. Zero driver search time.

Claim #1 · Live

Token Security

Multi-phase card lifecycle. Auto-sanitizes data.

Claim #2 · Live

Priority Dispatch

Walk-in guests served first, automatically.

Claim #3 · Live

Revenue Engine

Amenity marketing during the parking window.

Claim #4 · Live

Payment Separation

Doubles retrieval throughput.

Claim #5 · Live

AI Damage Detection

Computer vision with custody chain.

Claim #6 · Designed

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