Chipotle Mexican Grill (CMG) is using Palantir Technologies (PLTR) to solve a unique problem: how to determine which of its locations might be at higher risk for food safety issues.

The burrito chain is piloting a Food Safety Risk Management Platform built on Palantir’s Foundry software, according to WIRED. Screenshots reviewed by the publication indicate that the system can combine information, including health department scores, pest incidents, and employee illnesses, to assign a risk level for food safety to individual restaurants.

Chipotle confirmed the pilot but did not disclose when the relationship began or how widely it has deployed the platform. Chipotle’s chief corporate affairs and food safety officer, Laurie Schalow, said the system will centralize food safety risk and help teams identify trends and prioritize follow-up.

For a company with thousands of restaurants, that could be a big deal.

The company said in its latest quarterly filing that it had 4,186 company-owned restaurants, including 4,074 in the U.S., as of June 30.

The timing is also worth noting. Federal health officials have dealt with a few big foodborne outbreaks this summer, including a Cyclospora outbreak linked to iceberg lettuce and a Salmonella outbreak linked to jalapeños.

Palantir is turning food safety into a data problem

The Chipotle deal is part of a bigger effort by Palantir to grow its commercial operations.

Foundry is built to unify diverse data sources into a uniform operational environment. For a restaurant franchise, it might involve mashing together information that used to be in separate systems.

• Chipotle restaurants: 4,186
• U.S. restaurants: 4,074
• Platform: Palantir Foundry
• Pilot: Food Safety Risk Management Platform
• Data points: Health scores, pest incidents and employee illnesses
• Goal: Identify trends and prioritize follow-up

In the instance of Chipotle, the platform seems to aggregate restaurant health inspections, insect activity, and staff sickness information to provide a more consolidated picture of possible danger, WIRED reported.

Related: Chipotle makes a key change to make your meals better

The difference is substantial since food safety issues may happen at several sites.

According to Chipotle’s own annual report, food safety threats might come from restaurant staff, suppliers, distributors, or tainted products. The corporation also cautions that food safety accidents may harm its brand, hurt sales, and raise expenses.

That makes a system that can detect trends across thousands of locations potentially useful.

It also explains why Palantir’s commercial opportunity isn’t just for traditional technology companies.

A difficult summer made the timing especially interesting

The partnership comes after a series of food safety incidents across the U.S.

The FDA’s iceberg lettuce Cyclospora outbreak investigation found 12,883 illnesses, 570 hospitalizations, and two deaths in 21 states. The CDC declared the outbreak over Sept. 11, but the FDA is still investigating.

Chipotle wasn’t involved in the lettuce incident since it doesn’t serve iceberg lettuce.

A related Salmonella incident involving jalapeño peppers proved more relevant to Mexican-style eateries. As of Aug. 19, the CDC said there were 431 cases reported across 32 states and 57 hospitalizations.

The FDA said people in the outbreak had reported eating at Mexican-style restaurants, including Chipotle and QDOBA, although the agency’s investigation did not establish that Chipotle was the source.

Chipotle and QDOBA stopped using the affected jalapeños after being notified and were not considered ongoing risks to consumers in that outbreak, the CDC said specifically.

That is an important distinction. That is an important distinction.

The Palantir project is not evidence that Chipotle has a current food safety outbreak. Instead, it shows how the restaurant is attempting to identify potential risks before they become larger operational problems.

Palantir already knows the food supply chain

This isn’t Palantir’s first foray into food and drinks.

The startup has partnered with Tyson Foods (TSN), General Mills (GIS) and the buying cooperative that serves Wendy’s (WEN). Foundry may be used to manage inventories, follow the supply chain, and detect any shortages, WIRED wrote.

Palantir also has a history of working with the federal government on food supply chains.

More Restaurants:

• 52-year-old international restaurant chain closing all locations
• 46-year-old casual dining chain closes underperforming locations
• Classic burger chain has closed down all its restaurants

In 2022, the FDA extended its collaboration with Palantir via the 21 FORWARD program, which uses Palantir’s platform to monitor food supply chain disruptions and enhance crisis response. It was a deal for $22 million.

Separately, the FDA designated Palantir Foundry as the technology powering its Diagnostic Data Evidence and Ecosystem platform, which combines real-world data and evidence to speed up regulatory processing.

So for Palantir, Chipotle is just another example of the same fundamental proposition: take vast volumes of fragmented operational information and transform it into something management can act on.

Palantir’s commercial business is becoming harder to ignore

The Chipotle relationship arrives as Palantir’s commercial business is expanding rapidly.

In the second quarter, Palantir’s U.S. commercial revenue rose 149% year over year to $764 million, according to its latest investor presentation. Overall revenue increased 93% to $1.935 billion.

Palantir’s SEC filing showed commercial revenue was up 110% year-over-year in the quarter, with overall revenue up 93%.

The company also reported that U.S. commercial remaining deal value reached $6.24 billion, an increase of 124% year-over-year.

That provides more meaning to the Chipotle transaction.

It’s another example of Palantir trying to make its data infrastructure a tool for ordinary company operations rather than restricting its target market to government and military clients.

Chipotle is testing whether more data can mean fewer surprises

For Chipotle, the benefit is operational, not just technical.

The firm has been busy building restaurants at a quick pace, adding 100 company-owned locations in the second quarter alone. Its revenue jumped 9.3% year over year to $3.3 billion. Same-store sales were up 2.2%.

Managing food safety across more than 4,000 restaurants in the U.S. poses a data management difficulty.

Palantir’s platform may provide Chipotle yet another approach to surfacing trends and directing focus to restaurants or concerns that need follow-up.

But the firm hasn’t said how extensively the platform is being used, whether it has altered operational results or if it will ultimately be rolled out throughout the restaurant system.

That implies investors should see the idea as a test, not yet as a proved financial generator.

But for Palantir, it may be much more important.

Palantir’s software is also entering normal business operations, such as a restaurant using Foundry to track food safety.

Related: Veteran analyst resets Palantir price target for rest of 2026