Prakash Karamchandani (PK) is the CEO and co-founder of Balance Pan-Asian Grill, a fast casual concept headquartered in Ohio. He founded the brand in 2008 with his college roommate, financing the first store entirely on credit cards and landlord-financed contractor bills. Sixteen years later, Balance operates four corporate locations with approximately 130 employees, carries no debt, and generates around $3 million in annual unit volume (AUV) per location. PK joined Marc Cohen and Rich Sweeney on Behind the Numbers to walk through the operational philosophy and financial discipline that got them there.
Balance launched at the height of the 2008 financial crisis with no outside capital. The stores were built using materials sourced from Home Depot, and the furniture came from IKEA. Going into COVID, the company was still carrying significant debt. PK used the pandemic as a reset opportunity: while operating curbside-only and taking orders exclusively through their mobile app, they retrofitted all four locations with commercial-grade finishes. By the time they reopened, they had cleaned up both the physical spaces and the balance sheet.
Today the company carries zero debt. PK is direct about what that unlocks: “We have cash on hand. So I can actually play in capitalism.” That financial position is now the foundation for a planned return to corporate store growth in 2026, led by a newly hired operations director who previously helped scale a brand from 1 to 55 units.
Balance structures hourly compensation around what PK calls the badge system. Each badge represents a body of knowledge that qualifies an employee to work a specific shift type on the schedule. There are 11 total positions an employee can cross-train into, and pay is additive with each badge earned.
The formula has three inputs: a base wage (set above state minimum wage at every location), the number of badges held, and tenure. Employees receive a raise for each year they stay. The maximum pay rate an employee can reach is $24.50 per hour. The current average hourly wage across all staff is just over $21.
The system is fully transparent. Every employee knows what every other employee makes and understands exactly why. PK calls it a meritocracy with a clear formula.
The results are measurable. Balance maintains a 4.6-year average tenure for hourly employees. The restaurant industry standard is well below 12 months. Chipotle, the dominant fast casual competitor PK references, counts tenure in days.
Cross-training also produces an operational ROI that Balance tracks daily. On any given shift, managers can see how many badges are represented on the floor and correlate that directly to sales performance. The company targets labor costs below 24%, and the badge density on a given shift is one of the levers they use to get there.
One additional element: the base wage also covers brand marketing training. Every employee learns guerrilla marketing basics like how to talk about Balance with friends, neighbors, and classmates. PK views the hourly workforce as the brand’s most direct marketing channel.
Balance stores run approximately 2,400 square feet. AUV is around $3 million. The revenue breakdown by channel:
The company has operated a proprietary app since 2012 and rebuilt it in 2017. A third version is releasing in summer 2025. The app carries no per-order fees or revenue share. More than 80% of customers order takeout, which they typically receive 10 to 30 minutes after placing their order.
The bubble tea bar, a self-branded kiosk concept within the store, accounts for 20-22% of gross revenue on its own.
Balance collects customer data through a soft registration model. Every customer is required to enter a phone number when ordering, which serves as a unique identifier. The system builds a profile incrementally over multiple visits rather than asking for everything upfront.
The company is also building a web-based ordering path so customers can participate in the loyalty program without downloading the app. Loyalty points and stored value will live in a digital wallet accessible through either the app or web checkout.
In terms of customer segmentation, Balance tracks first-time, repeat, and heavy users. The heavy user cohort visits twice a week. The company’s benchmark for loyalty program engagement is getting customers from once a month down to once every three weeks.
One of the data infrastructure changes Balance is making with their new POS system is tracking modifiers as products rather than as anonymous add-ons. Because the bowl format offers proteins, sauces, bases, and toppings at the modifier level, most of the meaningful ordering behavior is invisible if you only analyze the top-level product.
The new system will also store allergen and dietary preference data at both the product and customer profile level, enabling dynamic menus personalized to individual customers.
During lunch and dinner peaks, Balance generates upwards of $2,000 per hour in the fast casual segment. At those volumes, throughput is the priority. The badge system is designed so that more cross-trained employees on a shift means more flexibility to cover multiple roles simultaneously, which PK describes as the mechanism that keeps labor costs under control without sacrificing service speed.
He tracks SPL (sales per labor hour) as a daily metric, not a monthly one. Restaurant365 gives the team the ability to see that data in real time, which PK says is what allows them to connect badge density on the floor to actual sales outcomes the same day.
## Opening Cost Realities: $500K Pre-COVID, $800K Now
Pre-COVID, Balance could open a corporate store for under $500,000. That number is now $800,000. AUV has increased, but margins continue to compress year over year due to labor cost pressure, price sensitivity from consumers, and higher CapEx costs for equipment and build-out.
PK notes that supply chain availability has started improving. Equipment pricing is becoming more competitive again, and real estate is beginning to soften, though occupancy costs are still elevated. He expects the market to continue improving as landlords become more flexible. Balance’s model is to lease and build out locations because they cashflow well under that structure.
Balance operates an indoor vertical farm in Detroit as a separate LLC. The farm grows lettuce and microgreens that ship directly to the restaurants. The farm also sells to other restaurants and foodservice distributors.
The operational setup runs through Restaurant365’s purchase order module: store operators place orders within R365, which generates a PO that goes to the farm just as it would to any other vendor. PK notes that running both sides of a vendor relationship has given him genuine empathy for how difficult produce distribution is as a business.
With 80%-plus of orders leaving the store as takeout, packaging is part of the product development process. Every new menu item has to be visually appealing when opened 10 to 30 minutes after ordering. PK’s co-founder, who handles menu development, is constrained by that requirement with every new item.
Sourcing stable packaging is also a data problem. During the supply chain disruptions of 2021-2022, PK used R365 usage data to know exactly how many cases per year they consumed of any given packaging SKU. That number gave them credibility with new suppliers and enabled negotiations for purchase agreements, marketing stipends, and floor stocking agreements (FSAs) that guarantee shipment prioritization.
The cost of changing packaging is high beyond just the supplier switch. A new bowl or container requires re-photographing the entire menu, then updating every digital touchpoint: third-party delivery platforms, POS, kiosks, app, and employee training materials.
Balance has several initiatives in motion for 2026. The new mobile app releases in summer with a SaaS-style customer journey built around cohort segmentation and automated marketing triggers. The kiosk tech stack is being rebuilt as a native vertical integration with the POS. The company is preparing spring menu updates, including a Japanese egg sando. And corporate store expansion is back on the agenda, led by the new operations director.
PK is also in active conversation with Restaurant365 about moving to their workforce and scheduling product this year. He’s been using R365 since 2022 and uses it across accounting, operations, and training (via the ExpandShare integration, now part of the R365 platform).
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