Bo-Linda is not the AI. She is the POS pipe underneath her.

Bo-Linda is built by Hi Auto, an Israeli voice-AI company. Bojangles branded the assistant Bo-Linda and first deployed her in June 2023 at a company-owned location on South Tryon Street in Charlotte, then at a second location in the Waverly shopping center. By November 2023 there were 10 live locations with 5 more scheduled. The partnership scaled to ~50 locations in mid-2024, to 300 in 2025, and to nearly 500 of Bojangles' roughly 800 restaurants by December 2025.

Genius XPI is Global Payments' restaurant payments-and-integration platform. In November 2025, Bojangles and Hi Auto announced a joint release that plugs Bo-Linda directly into the Genius XPI appliance inside each restaurant. That means the voice AI reads and writes to the store's POS database over a local data bus rather than through the public internet. XPI handles order routing, payments, and now a live image capture of the car that placed the order. Without XPI, Bo-Linda would have to reach the POS through a cloud connection that every restaurant would need to keep up and secure; with XPI, the voice layer runs on top of hardware Bojangles already has on site.

In dual-lane drive-thrus, two cars place orders in parallel and their lanes merge before the pickup window. Staff sometimes hand the wrong bag to the wrong driver. With the new Genius XPI integration, each Bo-Linda order now includes an image of the car that placed it, so the staff can match each order to the right vehicle visually after the lanes merge. It is a tiny-sounding feature that tells you a lot about what drive-thru AI has to solve that phone AI does not: identity at the lane is a real engineering problem, and the only way the AI knows which car said what is the camera.

Hi Auto's public numbers for Bojangles are 96%+ order accuracy and approximately 93% order completion without human intervention. Those two metrics held roughly steady as the footprint expanded from 100 to 300 to nearly 500 restaurants, which is the interesting signal. Completion measures how often the AI handles an entire order end to end with no human stepping in; a lower completion number means a human is doing more of the work, but raw accuracy can still be high.

Both. In August 2025 Bojangles launched Spanish AI ordering with Hi Auto, not only at the drive-thru but across kiosks and the Bojangles mobile app in a single coordinated release. Guests at more than 400 locations can switch between English and Spanish mid-sentence. Hi Auto credits the architecture it already had at Bojangles, specifically the XPI data path and the customer-understanding engine, for letting the Spanish launch happen without new per-location hardware.

Almost certainly not. The lane buildout at Bojangles is an enterprise program: a Genius XPI appliance, an edge data bus wired into the POS and the headset base station, per-store payment integration, a camera feed per lane, a menu schema tuned by a dedicated vendor team, a franchisee coordination plan, and a multi-month pilot before any new capability rolls out. Every one of those items has a procurement path that does not exist for a single-store operator. The strategically equivalent product on the phone channel does exist, and it is what PieLine ships.

PieLine. Forward the restaurant phone line to PieLine, the AI answers in natural language, takes the order, handles modifications and upsells, and posts the cart directly into Clover, Square, Toast, NCR Aloha, or Revel using each POS's native API. Up to 20 simultaneous calls, 95%+ accuracy, same-day go-live on supported POS systems, multilingual support including Spanish-English. The same underlying voice-AI behavior Bojangles pays for at the lane, but applied to the phone line where independent restaurants actually lose revenue.

Because the lane has no software perimeter and the phone does. Bo-Linda runs at a drive-thru speaker, so the audio, the POS handoff, the payment terminal, the KDS, and the camera all live on physically separate devices that someone has to wire together inside the store. XPI is the on-premise glue. On a phone line the audio is already a network stream to a cloud endpoint; the POS is already reachable over the internet through a native API; there is no speaker, no camera, no payment terminal at the lane, and no merge point between two callers. Instead of an on-site appliance, the integration is an HTTPS call to Clover's v3 API or Toast's partner API. That collapses a multi-month install program into an adapter library.

Bo-Linda's first live store was June 2023. Enterprise-grade scale (500 restaurants, Genius XPI integration, car photos, Spanish across every channel) arrived in December 2025. That is roughly 30 months of continuous pilots, hardware rollouts, POS integration work, and franchisee coordination. PieLine's onboarding team typically takes a restaurant live on a supported POS the same day, with active monitoring in the first month.

PieLine is built for cuisine-specific customization: half-and-half pizzas, spice levels, protein substitutions, custom sushi rolls, family-meal builders. Combos with substitutions, drink sizes, and side swaps are exactly the category of modifier the AI is trained on, per restaurant, during the first-month tuning window. The hard part is almost always menu schema accuracy, not speech; PieLine's onboarding team handles the scrape and POS item ID mapping as part of go-live.

PieLine is $350 per month for up to 1,000 calls, $0.50 per call beyond that, with a money-back guarantee in the first month. Drive-thru AI partnerships like Bojangles' Hi Auto deal are enterprise-scale: hardware, install, multi-year commitments, franchisee financing, and pricing that is almost never made public per unit. If you asked Hi Auto for a quote on a single-store install today, the answer would not be a $350 line item.

No. PieLine is a phone-channel voice AI for restaurants. It is not a replacement for a Bo-Linda-class drive-thru install; it is the strategically equivalent product for the phone channel, which for independent and small-chain operators is where most voice revenue actually goes through. If you are trying to get the Bo-Linda outcome without the Bo-Linda program, PieLine is the phone-first path.