Checkers AI drive-thru took five years and a hardware program. Your phone line does not have to.

What Checkers and Rally's built with Hi Auto on the drive-thru is what every independent QSR operator wants in their restaurant too: voice AI that takes the order, posts it to the POS, and frees the staff. The catch is that the Checkers version ships inside an edge box bolted to the lane. The independent-operator version ships on the phone line, same day, with no hardware.

P
PieLine Team
12 min read
4.9from 200+ restaurants
Same voice-AI outcome Hi Auto ships to Checkers, on your phone line
Direct POS integration: Clover, Square, Toast, NCR Aloha, Revel
$350/mo flat up to 1,000 calls; same-day go-live, no lane hardware

What actually happened at Checkers (not the press-release version)

Most pages indexed for "checkers ai drive-thru" cover the press cycle: Presto in January 2022, Hi Auto and the Spanish launch in August 2023, a viral clip about the AI being "rude" on TikTok, and a Hi Auto Series A announcement in April 2025. The chronology is real. The part the press releases skip is how much physical and operational work each milestone actually took.

The Checkers rollout is not a software deployment. It is a hardware-and-software deployment, staged over years, with a 4-month pilot before the first 267 stores and a 2-month beta at 5 stores before the Spanish-English capability went wide. Five years in, the AI drive-thru is live at roughly 350 of 900 stores, which means more than half of Checkers locations are still taking orders the old way. A chain the size of Checkers, with CEO-level sponsorship and a standing vendor partnership, took this long to cover less than half of its own footprint.

Any independent or small-franchise operator reading this should hear one thing loud and clear: the drive-thru version of this product is not a "small operator can deploy it this quarter" product. The phone version is.

The timeline, verified

Every step in this timeline is traceable to a public announcement. Dates and numbers are from BusinessWire, Restaurant Dive, QSR Magazine, and PRNewswire over the last five years.

1

2020: Valyant AI pilot at franchisees

Checkers and Rally's separately pilot Valyant AI at franchisee drive-thrus before the chain standardizes on Presto for corporate stores. Public reporting at the time covers automated order taking on a small beta set.

2

4-month pilot with Presto Voice

Frances Allen, then CEO of Checkers, green-lights a 4-month pilot with Presto Voice (built in partnership with Hi Auto) before any chain-wide rollout. The pilot reports 98% completion with minimal employee intervention.

3

Jan 2022: Rollout to 267 restaurants

BusinessWire announces the 'largest ever' QSR drive-thru voice AI rollout. 267 locations go live. Every lane gets an edge compute box and, where needed, a microphone upgrade. Motivation cited: fill the gap between available labor and where humans need to be.

4

Aug 2023: First-ever Spanish-English auto-detect voice AI

Hi Auto and Checkers launch the first QSR drive-thru voice AI that detects English and Spanish automatically. Rolled out after a 2-month beta at 5 stores. The announcement places the total footprint at 350+ locations.

5

April 2025: Hi Auto Series A

Hi Auto raises a $15M Series A on the strength of the Checkers deployment. Public performance numbers settle at 96%+ accuracy, 90%+ completion. The Series A is explicitly for scaling QSR drive-thru voice assistants.

6

2026: Still not chain-wide

Of roughly 900 Checkers and Rally's stores, the AI drive-thru is live at ~350. The remaining stores are in a mix of corporate pipeline and franchisee-level decisions. Full chain-wide coverage has taken more than 5 years and is still incomplete.

The numbers that matter to a QSR operator

These are the figures Hi Auto and Checkers have published over the last five years. They are what a vendor has to beat to be credible in QSR voice AI. They are also what you should expect a phone-AI deployment to match, because phone audio is a cleaner ASR environment than a drive-thru mic.

0+Checkers/Rally's locations live
0%Order accuracy (Hi Auto, 2025)
0%Completion without human assist
0%Checkers revenue via drive-thru

Checkers AI drive-thru pilot length

0 months

Before any chain-wide rollout, Presto Voice ran a 4-month pilot at Checkers. A separate 2-month beta at 5 stores preceded the Aug 2023 Spanish-English launch. Every capability change at the lane costs calendar time.

PieLine phone-AI go-live

0 day

On a supported POS, most restaurants go live the same day. Menu scraping, POS item ID mapping, and rule configuration are handled by the onboarding team. No lane microphone, no edge device, no franchisor approval.

What Checkers had to build at each lane

This is the part the vendor announcements understate. An AI drive-thru deployment is a physical program at every lane, in every store, in addition to the software. Here is what goes into each lane before the AI answers its first car.

Per-lane buildout a chain like Checkers has to finance

  • Edge compute box installed inside the restaurant, wired into the headset base station audio loop
  • Lane microphone upgrade where the existing speaker box mic is degraded (often $400 to $1,200 per lane)
  • Audio routing: customer speaks, audio routes through AI first, falls back to human on headset mid-conversation if the model escalates
  • POS or KDS integration per store, either direct to the kitchen display or via the chain's enterprise data bus
  • Menu schema loaded with modifiers, combos, upsell rules, regional pricing, seasonal items
  • Escalation thresholds tuned: when the model falls below confidence, it pages a human at the window
  • Shadow-mode run for weeks where the AI transcribes while a human still takes the order, to catch errors before a customer sees them
  • Bilingual models trained and evaluated on lane audio where engine noise and code-switching both happen in the same utterance
  • Franchisee coordination at each location that is not directly corporate-operated, which for Checkers is many of them
  • Ongoing menu sync as LTOs launch, items get removed, and prices change, without which the AI confidently sells items that do not exist

The same voice-AI outcome, two very different deployments

This is the comparison the press releases never run. Checkers drive-thru AI and an independent QSR's phone AI solve the same business problem (voice customers, too many at once, staff cannot pick up). They cost a very different number of calendar months and a very different amount of capital.

Checkers drive-thru deployment vs. an independent QSR phone deployment

Enterprise vendor selection, legal and security review, a 4-month pilot, per-lane edge hardware and mic upgrade, audio loop wiring, KDS and POS integration per banner, multi-quarter franchisee coordination, separate 2-month beta for each new capability (bilingual, new modifier, new payment flow). Five years in, ~350 of ~900 stores are live.

  • Edge device and lane mic upgrade per store
  • 4-month initial pilot before any chain-wide rollout
  • 2-month beta per new capability (bilingual, modifiers)
  • Chain-wide coverage after 5 years: still under 50%

Why phone audio is a cleaner problem than lane audio

The technical reason a phone deployment ships in a day while a drive-thru deployment ships in years is not software. It is the signal going into the speech-recognition model. Phone calls give the model a narrowband but clean one-speaker stream. A drive-thru mic gives it everything at once.

Voice AI audio pipeline, phone vs drive-thru

Phone caller
Drive-thru car
Voice AI speech recognition
Phone: cleaner ASR
Lane: retrofit mic
Phone: same-day
Lane: 4-month pilot
Phone: POS post
Lane: POS and KDS

Drive-thru AI vs. phone AI, as deployments

Both categories solve voice ordering. They are not interchangeable as products and they are not close as projects. If you are an independent or small-chain QSR, the right-hand column is the path that is actually available to you this month.

FeatureDrive-thru AI (Hi Auto at Checkers, SoundHound, Presto/OpenCity, ConverseNow)Phone AI (PieLine)
Where the AI listensLane speaker box, engine noise, wind, passengersRestaurant phone line, narrowband codec, single speaker
Hardware to installEdge device, mic upgrade, audio-loop wiring per laneNone
Time from contract to liveQuarters (4-month pilot + rollout waves)Same day on supported POS
Franchisor or franchisee approvalRequired for chain deploymentsNot required for single-site or small-franchisee groups
Simultaneous voice conversations1 per lane (one car at the speaker box)20 per restaurant (20 phone lines at once)
Accuracy ceiling reported by category leader~96% accuracy, ~90% completion (Hi Auto at Checkers)95%+ accuracy on cuisine-specific modifiers (PieLine)
Language coverageSpanish-English auto-detect at Checkers since Aug 2023Multilingual phone orders including Spanish-English
POS integration modelEnterprise per-banner KDS and POS workDirect adapters for Clover, Square, Toast, NCR Aloha, Revel (50+ on request)
Typical pricing structureEnterprise contract, per-location and per-install$350/mo flat up to 1,000 calls, $0.50/call beyond
Who it fitsChains that can underwrite a multi-year hardware programIndependents, small franchisee groups, any restaurant with a phone line

Drive-thru AI figures are drawn from Hi Auto, Presto, and SoundHound public materials and from BusinessWire and Restaurant Dive coverage of the Checkers deployment between 2022 and 2025. PieLine figures are from aiphoneordering.com/llms.txt as of April 2026.

The anchor fact: Spanish-English, 5 stores, 2 months, 350 lanes

The most uncopyable line in Checkers' public record sits in the Aug 2023 BusinessWire release. It tells you exactly how the chain operates AI at the lane and exactly why a small operator cannot copy it directly.

From the Aug 17, 2023 BusinessWire announcement

Checkers and Rally's and Hi Auto launched the first-ever Spanish-language drive-thru voice AI in the QSR industry, auto-detecting between English and Spanish on the same lane. The capability was beta-tested at 5 locations for 2 months before expanding across the 350+ restaurant AI-powered footprint.

Read that as an operator. Every new capability (a language, a modifier model, a new payment flow) has to be re-piloted at a small subset of stores before it rolls out chain-wide. That is the right engineering discipline for a 900-store chain serving ~1 million guests a week at the lane. It is also the reason five years in, the AI is still at roughly 350 of 900 lanes. An independent operator does not need this pace. An independent operator needs a phone-AI deployment that goes live this week and handles 20 concurrent callers on a Friday rush.

$500/day per location

Mylapore, an 11-location South Indian chain in the Bay Area, is rolling out PieLine across every location and projects $500 of additional revenue per location per day from eliminating the phone bottleneck. Two cashier positions at the San Jose location were eliminated and staff were redeployed to new restaurants.

aiphoneordering.com/llms.txt, April 2026

Hi Auto (Checkers, Rally's)
Presto Voice / OpenCity
SoundHound (White Castle, Bojangles)
ConverseNow (Domino's, Pizza Hut)
Google Cloud FreshAI (Wendy's)
Valyant AI
Vistry
PieLine (phone channel)

How an independent QSR ships voice AI in three days

This is the phone-AI version of Checkers' four-month pilot. Three steps, no lane hardware, no franchisor approval.

PieLine go-live, end to end

  1. 1

    Forward your phone line

    Redirect your existing restaurant number to PieLine, either as full answer or as overflow when staff cannot pick up. Takes about 10 minutes with your phone carrier.

  2. 2

    Menu and POS mapping

    PieLine's onboarding team scrapes your online menu, maps each item and modifier to your POS item IDs (Clover, Square, Toast, NCR Aloha, Revel), and configures rules: hours, delivery zones, minimums, specials.

  3. 3

    Live, monitored, tuned

    PieLine answers 20 simultaneous calls, takes orders, upsells, and pushes directly to the POS. Active monitoring and AI refinement during the first month, then steady state at 95%+ accuracy.

What you actually get vs. what Checkers got

Same underlying voice-AI capabilities, applied to the phone line instead of the lane. Built for restaurants that live and die by phone orders, not by drive-thru car counts.

20 simultaneous phone calls

Hi Auto takes one car at a time per lane. PieLine handles 20 parallel phone calls at a single restaurant. Friday nights, game days, holiday weekends, zero hold time, zero missed orders.

95%+ accuracy on cuisine-specific menus

Half-and-half pizzas, spice levels, protein substitutions, custom sushi rolls, bilingual callers. Not a generic voice bot. Trained per restaurant, tuned in the first month.

Direct POS integration, no middleware

Server-to-server adapters for Clover, Square, Toast, NCR Aloha, Revel. 50+ more on request. Orders land on the kitchen display by the time the caller hears their total.

Smart call transfer

Complaints, catering requests, and edge cases transfer to human staff with full conversation context. 90%+ of calls handled end-to-end by AI, the same completion ceiling Hi Auto publishes for the Checkers lane.

$350/mo flat, money-back month one

Not an enterprise contract. Predictable per-call pricing. First month money-back if PieLine does not pay for itself.

Smart upselling, built in

Suggests sides, drinks, desserts, upgrades on every order. Typical lift: 15 to 20% on AOV. The same upsell mechanic that makes drive-thru AI attractive, applied to phone orders where it has been unavailable until now.

Copy the Checkers outcome on your phone line this week

PieLine ships the voice-AI result Hi Auto delivers at Checkers, on the channel where independent restaurants actually lose revenue: the phone. Same-day go-live on Clover, Square, Toast, NCR Aloha, Revel. Flat $350 per month for up to 1,000 calls. Money-back guarantee for the first month.

Book a 15 minute demo

Get the Checkers voice-AI result on your phone line

Fifteen minutes, one of your locations configured on Clover, Square, Toast, NCR Aloha, or Revel, and a live call landing in the POS with the same 96% accuracy framing Hi Auto publishes for Checkers.

Book a call

Frequently asked questions

Who actually powers Checkers' AI drive-thru in 2026?

Hi Auto. The Jan 2022 rollout that generated most of the press coverage was framed as Presto Voice, but the underlying conversational AI came from Hi Auto through a partnership with Presto. By Aug 2023, when Checkers and Rally's launched the first-ever Spanish-English auto-detecting voice AI in a QSR drive-thru, Hi Auto is credited as the direct vendor. In April 2025, Hi Auto raised a $15M Series A specifically to scale its QSR drive-thru voice assistant, and Checkers remains the flagship deployment.

How many Checkers and Rally's locations use the AI drive-thru today?

350+ locations as of the Aug 2023 BusinessWire announcement. Checkers and Rally's together operate roughly 900 stores, so the AI is live at less than half of them, concentrated in corporate-operated stores. Franchisees had a separate earlier pilot with Valyant AI in 2020 before the chain standardized on Presto/Hi Auto for corporate lanes.

What accuracy does Checkers' AI drive-thru actually achieve?

Hi Auto's public numbers for the Checkers deployment are 96%+ order accuracy and 90%+ order completion without human intervention. The Jan 2022 Presto press release quoted 98% completion during a 4-month pilot; the 96%/90% figure is the steady-state number that Hi Auto publishes in its 2025 materials. 'Completion' is the metric that matters more than raw accuracy, because it captures the percentage of orders the AI handles end to end with no human stepping in. Raw accuracy can hit 100% if a human takes every call.

What hardware did Checkers have to install at each lane?

An edge compute box inside the restaurant, a lane-microphone upgrade where the existing mic was degraded, an integration with the restaurant's headset base station so the audio pipeline routes through the AI first, and a data link to the POS and kitchen display. This is a non-trivial physical retrofit per lane. It is why Checkers' rollout is staged at a pace of hundreds of stores per year, not thousands.

How long did Checkers' pilot take before chain-wide rollout?

The initial Presto Voice pilot ran 4 months before the Jan 2022 announcement of the rollout to 267 stores. The Aug 2023 Spanish-English capability went through a separate 2-month beta at 5 Checkers and Rally's locations before expansion to the 350-store footprint. Every major capability change at Checkers' AI drive-thru has followed the same pattern: small beta, then chain-wide rollout, measured in months and quarters.

What is the biggest technical difference between AI drive-thru and AI phone ordering?

Audio cleanliness. A drive-thru microphone has to cope with engine rumble, wind, HVAC, rear-seat passengers, and a speaker box that many operators have not upgraded since the 1990s. Phone audio is already codec-compressed to a narrow band, comes from one caller's handset at a short distance, and has no ambient industrial noise. Speech recognition accuracy on phone audio typically runs 5 to 10 percentage points higher than drive-thru audio using the same underlying model. That means phone AI can hit Checkers-equivalent accuracy without any of the hardware work.

Can an independent restaurant get the same result Checkers gets, without a drive-thru?

Yes, on the phone channel. An independent QSR cannot justify an edge device in a lane and a Spanish-English ASR project. But almost every independent restaurant has the same underlying business problem Checkers has: customers ordering by voice, too many at once, staff unable to pick up. PieLine solves it on the phone line. The phone number forwards to PieLine, the AI answers, takes the order in natural language, handles modifications and upsells, and posts the cart directly into Clover, Square, Toast, NCR Aloha, or Revel. Same voice-AI outcome, no lane hardware, live the same day.

How long does it take to deploy PieLine on a restaurant's phone line?

On a supported POS, most restaurants go live the same day. PieLine's onboarding team handles menu scraping, POS item ID mapping, and rule configuration (hours, zones, minimums). The restaurant owner forwards the phone line to PieLine and opts into call monitoring during the first month while the AI is tuned against their actual menu and their actual callers. This compares to 4 months for the Checkers pilot and 2 months for a new language beta at a Checkers lane.

What does PieLine cost compared to a drive-thru AI vendor like Hi Auto?

PieLine is $350/month for up to 1,000 calls, $0.50 per call beyond that, with a money-back guarantee for the first month. Drive-thru AI vendors (Hi Auto, SoundHound, ConverseNow, Presto/OpenCity) generally price per location with hardware, install, and a multi-year contract; public per-unit pricing for large chain deployments is not disclosed, but industry coverage places it well above the phone-AI price band. An independent QSR evaluating Hi Auto, SoundHound, or Presto directly is usually sent to an enterprise sales process they cannot clear.

Does PieLine handle Spanish-English calls the way Hi Auto does for Checkers?

PieLine supports multilingual phone orders including Spanish and English. The hard part that Hi Auto solved for Checkers was auto-detection on lane audio with engine noise; phone audio makes language detection an easier problem. For restaurants in bilingual markets, this is one of the highest-value phone AI capabilities to evaluate in a demo.

How does PieLine push orders into the POS the way Checkers pushes to its kitchen display?

Direct server-to-server integration against each POS's native API. Clover v3, Square v2, Toast partner API, NCR Aloha Cloud, Revel Management Console. 50+ more POS platforms are supported on request through the onboarding team. Orders land on the kitchen display by the time the caller hears their total, with no middleware broker in the path and no tablet on the counter that staff has to re-key.

Is PieLine a drive-thru AI?

No. PieLine is a phone-channel voice AI for restaurants. It is not a replacement for a drive-thru deployment like Hi Auto at Checkers. It is the strategically equivalent product for the phone channel, which for most independent and small-chain operators is where the highest-ROI voice AI deployment lives today. If a single-location QSR wants the Checkers outcome without the Checkers program, PieLine is the phone-first path.

See PieLine answer a call on your number, land the order on your POS

Bring a menu and a merchant ID for any of Clover, Square, Toast, NCR Aloha, or Revel. We will answer a test call on your line and watch the order land on your kitchen display in the demo. The same outcome Checkers pays an enterprise vendor to deliver at the lane, available to you on the phone channel in 15 minutes.

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