Sightline OS Launches Continuity AI, Turning Restaurant Stockouts From a Crisis Into a Non-Event

New reasoning engine tells restaurant chains not just what's about to stock out, but the impact severity, whether it's still preventable, and exactly what to do next to avoid the outage.

NEW YORK, Sept. 15, 2026 /PRNewswire/ -- Sightline OS, the inventory and supply chain platform built for multi-unit restaurant chains, today announced the launch of Continuity AI, an intelligent engine that maintains optimum inventory levels throughout the supply chain.

Supply chain teams have historically had to pull together forecast, inventory, and supplier data from multiple sources to manually triage and figure out where action is needed to prevent menu outages. Too often, restaurants find out about a supplier or distributor outage only when it's already started impacting their restaurants and guests. The supply chain team then must drop everything they're doing to chase substitutions, expedite, and rebuild orders – firefighting instead of running the business. Now, Continuity AI identifies supply gap risks up to 12 weeks in advance, quantifies the severity of the disruption, whether it's still preventable, and recommends exactly what to do next. The diagnosis, investigation, and solution is automated with AI so the restaurant can jump straight to proactive, preventative action with the full picture in place.

"Restaurant supply chain has always been a hands-on business. I learned that early on as an entrepreneur driving my own food distribution delivery trucks and later leading supply chain teams inside some of the industry's most complex restaurant organizations," said Yusha Hu, co-founder and CEO of Sightline OS. "Continuity AI is about giving teams the ability to be proactive and preventative by identifying what's coming, understanding what actually requires attention, and taking action before a disruption reaches the restaurant. That means less time analyzing and firefighting, and more time making decisions, building relationships and improving the business."

Sightline's work with Bonchon shows what that shift can look like in practice. Since implementing Sightline OS, Bonchon's system-wide weighted average distributor fill rate rose 1.1% to reach 99.3%, while dramatically reducing product substitutions across a network of more than 150 restaurants and 35 distributor operating companies.

"Sightline OS has transformed how we manage our supply chain. With greater visibility across our distribution network and stronger forecasting capabilities, our team can identify potential inventory challenges earlier, collaborate more effectively with our partners, and improve supply reliability for our franchisees. That translates to fewer disruptions and a better experience for both operators and guests," said Suzie Tsai, CEO of Bonchon.

The Problem: Stockouts Are a Manual, Reactive Guessing Game

For supply chain teams at multi-unit restaurant chains, figuring out why a menu item is out of stock, and what to do about it, is still largely a manual process. There's no consistent way to quantify risks, no simple way to tell which disruptions are still fixable versus already a lost cause, and by the time a team understands the root cause, they're often already reacting to an outage in progress rather than preventing the next one. The cost compounds quickly: lost revenue when guests can't order what they want, brand erosion from repeat disappointment, and supply chain teams stuck firefighting instead of planning ahead.

What Continuity AI Does

Continuity AI is a reasoning layer built into Sightline OS that activates automatically the moment an inventory escalation is flagged. For every issue, it delivers:

• Early Warning + Forward Scan — flags products already out of stock or trending toward it based on available supplier lead times, and scans ahead for additional stockouts hiding later in the planning horizon.
• Impact Score (0–100) — a single severity score, plus a Critical/High/Medium/Low label, so teams instantly know which open issue matters most.
• Mitigation Outlook — a clear read on whether an issue is Preventable, Partially Preventable, or already Unavoidable, so teams spend effort where it can still change the outcome.
• Next Best Action — a concrete recommendation, such as placing a new order or expediting one already in transit, sized to the exact number of cases needed.
• Recommended Timing — an honest read on delivery timing and urgency, so teams know whether an action will actually land in time.

Perhaps most importantly, Continuity AI can tell the difference between a temporary blip and a systemic supply gap. A stockout with an inbound order already resolving it scores far lower than a prolonged outage with more stockouts looming behind it, turning a raw alert into an honest prioritization tool.

Built for the Teams Already Doing This Work by Hand

Continuity AI is designed for supply chain and inventory planning leaders at multi-unit restaurant chains who are accountable for the performance of their supply network. Since it reasons using a chain's own proprietary supply network data, Sightline says the workflow is one that's genuinely difficult to replicate with generic solutions, and Next Best Action recommendations are grounded in industry-standard best practices for inventory optimization.

"Supply chains are becoming volatile and experiencing disruption at ever-increasing rates. Nothing is a more expensive and urgent supply chain problem for a restaurant than when it doesn't have what it needs to serve its guests. The best sourcing and top quality are meaningless if a critical ingredient creates menu outages." said Hu. Continuity AI is Sightline's answer to that problem.

Availability

Continuity AI is available now within Sightline OS for existing customers, and to prospective customers evaluating the platform.

About Sightline OS

Sightline OS is the next generation of supply chain planning & management platforms for restaurant chains. The company predicts & prevents lost sales due to distributor stock-outs, finds cost savings by auditing invoices against contract prices & +700 live commodity feeds, & saves team time with AI automation. The team behind the platform has managed supply chains at brands including sweetgreen, Chipotle, and HelloFresh, and Sightline OS is headquartered in New York. Customers include Bonchon, Din Tai Fung, L&L Hawaiian BBQ, and Goop Kitchen. Learn more at sightlineos.com.

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SOURCE Sightline OS