Einride and IonQ Partnership Uses Quantum Computing to Optimize the Logistics of Electric and Autonomous Freight

Rhea-AI Summary

Einride and IonQ (NYSE: IONQ) announced a three-year partnership (started May 2025) to apply quantum computing to Einride's Saga logistics optimization platform, marking a claimed first real-world quantum analysis of commercial transport data.

Teams modularized the fleet orchestration problem so quantum algorithms target shipment allocation while respecting vehicle, driver, charging, and safety constraints; initial benchmarks validate integration with existing workflows. Einride also disclosed plans for a proposed NYSE listing via a business combination with Legato Merger Corp. III, with >25 enterprise customers across seven countries, $65M expected ARR from signed contracts, and $800M potential long-term ARR.

Positive

• Three-year partnership with IonQ commenced in May 2025
• Validated integration of quantum processing in existing workflows
• $65M expected ARR from signed customer contracts
• Over 25 enterprise customers across seven countries
• $800M potential long-term ARR via joint business plans

Negative

• None.

Key Figures

Expected ARR $65 million From signed customer contracts at Einride

Potential long-term ARR over $800 million Through Joint Business Plans with blue-chip clients

Market size $4.6 trillion Global road freight market referenced in article

Partnership term three-year partnership IonQ–Einride agreement starting May 2025

Quantum use cases 15 potential use cases Assessed within Einride’s ecosystem

Enterprise customers over 25 customers Einride commercial traction across multiple shippers

Geographic reach seven countries Einride operations footprint noted in article

Market Reality Check

$54.44 Last Close

Volume Volume 12,869,232 is below 20-day average of 21,895,978, suggesting muted activity ahead of this partnership update. low

Technical Price at 54.44 is trading above the 200-day MA of 42.64, indicating a pre-news uptrend.

Peers on Argus

Peers show mixed moves (e.g., HPQ up 2.38%, others like SMCI and LOGI down), with no coordinated sector momentum flagged. This points to the Einride–IonQ logistics partnership as a stock-specific catalyst.

Historical Context

Date	Event	Sentiment	Move	Catalyst
Dec 08	Quantum network expansion	Positive	+3.2%	Launch of Slovakia’s first national quantum communication network.
Dec 01	Strategic investment	Positive	-4.4%	IonQ-led $100M Series B for Heven AeroTech at $1B valuation.
Dec 01	Quantum-biotech deal	Positive	-4.4%	Strategic quantum-biotech collaboration with CCRM for therapeutics.
Nov 24	Defense drone partnership	Positive	+12.1%	Partnership with Heven AeroTech on quantum-enabled drones.
Nov 24	Leadership appointment	Positive	+12.1%	Appointment of CEO for IonQ Italia to drive Italy strategy.

Pattern Detected

Recent IonQ announcements about partnerships and geographic or sector expansion have generally been positive in tone but produced mixed price reactions, with three aligned gains and two notable selloffs.

Recent Company History

Over the last few weeks, IonQ has reported multiple expansion and partnership milestones. On Nov 24, it announced a strategic drone partnership with Heven AeroTech and the appointment of a CEO for IonQ Italia, both followed by +12.11% moves. Earlier, a quantum‑biotech collaboration with CCRM and a Heven funding headline on Dec 1 saw shares fall 4.42%. The Dec 8 Slovakia quantum network news brought a 3.17% gain. Today’s Einride logistics update fits the pattern of application-focused quantum partnerships.

Market Pulse Summary

This announcement highlights initial real‑world results from IonQ’s three‑year partnership with Einride, applying quantum technology to optimize electric and autonomous freight logistics. It reinforces IonQ’s strategy of embedding quantum solutions into specific industries, here targeting shipment allocation and fleet orchestration. In context of prior partnerships and recent international expansion, key watchpoints include how quickly such projects lead to contracted revenue, the scale of additional use cases beyond the initial 15, and customer adoption across Einride’s 25+ clients.

Key Terms

quantum computing technical

"the U.S.-based quantum computing company IonQ (NYSE: IONQ)"

Quantum computing is a type of advanced technology that uses the principles of quantum physics to perform calculations much faster than traditional computers. It can process vast amounts of information simultaneously, potentially solving complex problems that are currently impossible or take too long with regular computers. For investors, this technology could lead to breakthroughs in areas like cryptography, data analysis, and optimization, impacting financial markets and security systems.

autonomous trucks technical

"ecosystem of electric trucks, autonomous trucks, and charging infrastructure"

Autonomous trucks are large commercial vehicles equipped with sensors, cameras and software that allow them to steer, brake and navigate without a human driver on board. For investors they matter because the technology can reshape freight costs, safety records, and delivery speeds—potentially lowering labor and operating expenses while creating new regulatory, capital and liability risks that can affect profitability across transportation, logistics and equipment suppliers.

AI-powered technical

"enhance Einride's AI-powered optimization platform, Saga"

"AI-powered" describes technology that uses artificial intelligence to perform tasks, make decisions, or analyze information automatically. It’s similar to having a highly skilled assistant that can learn from data, recognize patterns, and improve over time, helping to make processes faster and more accurate. For investors, this means better insights and more efficient operations, potentially leading to smarter investment choices.

special purpose acquisition company financial

"business combination with Legato Merger Corp. III ..., a special purpose acquisition company"

A special purpose acquisition company (SPAC) is a company formed with the sole purpose of raising money through a public offering to buy or merge with an existing private business. It acts like a vehicle that allows private companies to go public more quickly and with less complexity. For investors, it offers an opportunity to invest early in a potential acquisition, though it also carries risks if the intended deal doesn’t materialize.

AI-generated analysis. Not financial advice.

STOCKHOLM, Dec. 10, 2025 /PRNewswire/ -- Einride AB ("Einride" or the "Company"), a technology company accelerating the shift to cost-efficient electric and autonomous freight operations for some of the world's largest shippers, today announced its initial results of a groundbreaking collaboration with the U.S.-based quantum computing company IonQ  (NYSE: IONQ) to further enhance Einride's AI-powered optimization platform, Saga. This marks the first real-world application using quantum computing to analyze commercial transport data.

Einride and IonQ entered into a three-year partnership in May 2025 to explore ways to further enhance the Company's Saga platform through quantum technology. Saga uses the comprehensive operational and customer data generated by Einride's vertically integrated transport ecosystem of electric trucks, autonomous trucks, and charging infrastructure. This allows Einride to successfully serve customers' transport demand with fewer vehicles, lower energy use, and reduced overall transport cost.

"Achieving fully electrified and automated freight networks in the most efficient way possible is an exponentially complex task," said Roozbeh Charli, CEO at Einride. "To take the next step in the development of our platform, we are taking a hybrid approach that combines our state-of-the-art in-house optimization algorithms with IonQ's quantum technology. This fusion of technologies will allow us to leverage our proprietary data to drive even greater cost-effectiveness in our transport solutions."

"IonQ's mission is to bring quantum advantages to real-world industries, and logistics is one of the most compelling use cases," said Niccolo de Masi, Chairman and CEO at IonQ. "Einride's unique depth of operational data allows us to use quantum optimization in conditions that are both commercially relevant and technically challenging. Together, we're demonstrating how quantum can accelerate the shift to smarter, cleaner, and more efficient freight networks."

By combining advanced quantum technology with proven classical computing methods, the partnership aims to help navigate the complexity of today's electric transport eco system. The engineering teams at Einride and IonQ have successfully modularized the fleet orchestration problem, allowing quantum algorithms to specifically target the optimization of shipment allocation while at the same time accounting for critical real-world constraints across shipments, vehicles, drivers, and charging infrastructure.

Initially the companies assessed 15 potential quantum use cases within the Einride ecosystem, spanning from optimizing shipment scheduling and load building to energy trading, and enhancing the safety and security of autonomous trucks through improved training, navigation, and quantum-key distribution.

Current benchmarks validate the effective integration of quantum processing within the existing workflow. This foundational work positions the companies to capture competitive advantages as quantum hardware matures, offering customers the potential for optimization capabilities that are unattainable with classical computing alone.

Einride recently announced its plans for a public listing on the New York Stock Exchange via its proposed business combination with Legato Merger Corp. III (NYSEAMERICAN: LEGT), a special purpose acquisition company ("Legato"). The Company has established proven commercial traction with over 25 enterprise customers across seven countries, $65 million of expected ARR from signed customer contracts, and over $800 million in potential long-term ARR through Joint Business Plans with blue-chip clients. This creates a unique positioning for Einride to lead the transition to autonomous freight operations in the $4.6 trillion global road freight market. 

About Einride

Founded in 2016, Einride is a technology company that develops and operates digital, electric and autonomous freight solutions to accelerate the transition to future proofed transportation in a cost-efficient way. Its technology platform includes AI powered planning and optimization, autonomous technologies, one of the world's largest electric heavy-duty fleets and charging infrastructure. Einride is serving customers across North America, Europe and the Middle East.

On November 12, 2025, Einride and Legato, a special purpose acquisition company, announced they had entered into a definitive business combination agreement for a proposed business combination (the "Transaction") that would result in Einride becoming a NYSE-listed public company. The Transaction was unanimously approved by the Boards of Directors of Legato and Einride. Completion of the Transaction is anticipated to occur in the first half of 2026 subject to customary closing conditions, including regulatory approvals.

About Legato Merger Corp. III:

Legato is a blank check company organized for the purpose of effecting a merger, capital stock exchange, asset acquisition or other similar business combination with one or more businesses or entities.

Forward-Looking Statements

This communication contains certain "forward-looking statements" within the meaning of U.S. federal securities laws including, but not limited to, statements regarding Einride's expected and potential ARR, as applicable, and the Transaction with Legato. These forward-looking statements generally are identified by the words "believe," "project," "expect," "anticipate," "estimate," "intend," "strategy," "future," "opportunity," "plan," "may," "should," "will," "would," "will be," "will continue," "will likely result," and similar expressions. Forward-looking statements are based on current expectations and assumptions available to the Company and Legato, and, as a result, are subject to risks and uncertainties. Any such expectations and assumptions, whether or not identified in this communication, should be regarded as preliminary and for illustrative purposes only and should not be relied upon as being necessarily indicative of future results. Many factors could cause actual future events to differ materially from the forward-looking statements in this communication, including but not limited to: (1) the occurrence of any event, change or other circumstances that could give rise to the termination of definitive agreements with respect to the Transaction; (2) the outcome of any legal proceedings that may be instituted against Legato, Einride, the combined company or others following the announcement of the Transaction and any definitive agreements with respect thereto; (3) the amount of redemption requests made by Legato public shareholders and the inability to complete the Transaction due to the failure to obtain approval of the shareholders of Legato, to obtain financing to complete the Transaction or to satisfy other conditions to closing; (4) risks related to the scaling of the Company's business and the timing of expected business milestones; (5) the ability to meet stock exchange listing standards following the consummation of the Transaction; (6) the risk that the Transaction disrupts current plans and operations of the Company as a result of the announcement and consummation of the Transaction; (7) the ability to recognize the anticipated benefits of the business combination, which may be affected by, among other things, competition, the ability of the combined company to grow and manage growth profitably, maintain relationships with customers and suppliers and retain its management and key employees; (8) costs related to the Transaction; (9) risks associated with changes in laws or regulations applicable to the Company's solutions and services and the Company's international operations; (10) the possibility that the Company or the combined company may be adversely affected by other economic, geopolitical, business, and/or competitive factors; (11) supply shortages in the materials necessary for the production of Einride's solutions; (12) negative perceptions or publicity of the Company; (13) risks related to working with third-party manufacturers for key components of Einride's solutions; (14) the termination or suspension of any of Einride's contracts or the reduction in counterparty spending; and (15) the ability of Einride or the combined company to issue equity or equity- linked securities in connection with the proposed business combination or in the future.

Forward-looking statements are not guarantees of future performance. You should carefully consider the foregoing factors and the other risks and uncertainties that will be described in the "Risk Factors" section of the Company's registration statement on Form F-4 to be filed by the Company with the U.S. Securities and Exchange Commission (the "SEC"), and other documents filed by the Company and/or Legato from time to time with the SEC. These filings identify and address other important risks and uncertainties that could cause actual events and results to differ materially from those contained in the forward-looking statements. Forward- looking statements speak only as of the date they are made. Readers are cautioned not to put undue reliance on forward-looking statements, and all forward-looking statements in this communication are qualified by these cautionary statements. The Company and Legato assume no obligation and do not intend to update or revise these forward-looking statements, whether as a result of new information, future events, or otherwise, except to the extent required by applicable law. Neither the Company nor Legato gives any assurance that either the Company or Legato will achieve its expectations. The inclusion of any statement in this communication does not constitute an admission by the Company or Legato or any other person that the events or circumstances described in such statement are material.

Additional Information and Where to Find It

In connection with the Transaction, the Company intends to file a registration statement on Form F-4 with the SEC that will include a proxy statement of Legato and a prospectus of the Company. After the registration statement is declared effective, the definitive proxy statement/prospectus will be sent to all Legato shareholders as of a record date to be established for voting on the Transaction. Legato also will file other documents regarding the Transaction with the SEC. This communication does not contain all the information that should be considered concerning the Transactions and is not intended to form the basis of any investment decision or any other decision in respect of the Transaction. Before making any voting or investment decision, investors and shareholders of Legato are urged to read the registration statement, the proxy statement/prospectus and all other relevant documents filed or that will be filed with the SEC in connection with the proposed Transaction as they become available because they will contain important information about the proposed Transaction. Investors and shareholders will be able to obtain free copies of the registration statement, proxy statement/prospectus and all other relevant documents filed or that will be filed with the SEC by Legato through the website maintained by the SEC at www.sec.gov. In addition, the documents filed by Legato may be obtained by written request to Legato at Legato Merger Corp. III, 777 Third Avenue, 37th Floor, New York, NY 10017.

Participants in the Solicitation

Legato and the Company and their respective directors and officers may be deemed to be participants in the solicitation of proxies from Legato's shareholders in connection with the Transaction. Information about Legato's directors and executive officers and their ownership of Legato's securities is set forth in Legato's filings with the SEC. Additional information regarding the interests of those persons and other persons who may be deemed participants in the Transaction may be obtained by reading the proxy statement/prospectus regarding the Transaction when it becomes available.

Shareholders, potential investors and other interested persons should read the proxy statement/prospectus carefully when it becomes available before making any voting or investment decisions. You may obtain free copies of these documents as described in the preceding paragraph.

No Offer or Solicitation

This communication not constitute a solicitation of any proxy, vote, consent or approval in any jurisdiction in connection with the Transaction and shall not constitute an offer to sell or a solicitation of an offer to buy the securities of Legato, Einride or the combined company resulting from the Transaction, nor shall there be any sale of any such securities in any state or jurisdiction in which such offer, solicitation, or sale would be unlawful prior to registration or qualification under the securities laws of such state or jurisdiction. No offer of securities shall be made except by means of a prospectus meeting the requirements of the Securities Act. This communication is restricted by law; it is not intended for distribution to, or use by any person in, any jurisdiction in where such distribution or use would be contrary to local law or regulation.

CONTACT:
Investor & Media Contacts
Einride
Christina Zander
Head of Communications
Einride
press@einride.tech
Einride@icrinc.com

Legato Merger Corp. III
Eric Rosenfeld
Chief SPAC Officer
Legato Merger Corp. III
ir@legatomerger.com

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SOURCE Einride

FAQ

What did Einride and IonQ announce on December 10, 2025 regarding quantum computing?

They announced a three-year partnership to integrate IonQ quantum algorithms into Einride's Saga optimization platform, targeting shipment allocation.

How long is the Einride–IonQ partnership and when did it start?

The partnership is three years long and began in May 2025.

What ARR figures did Einride disclose alongside the IonQ partnership (NYSE: IONQ)?

Einride disclosed $65M expected ARR from signed contracts and $800M potential long-term ARR.

What specific logistics problem will IonQ's quantum technology target for Einride?

Quantum algorithms will specifically target optimization of shipment allocation within fleet orchestration.

Does Einride plan a public listing and which SPAC is involved?

Einride announced plans for a proposed NYSE business combination with Legato Merger Corp. III (LEGT).

What evidence did Einride and IonQ provide that the quantum integration is working?

They reported initial benchmarks that validate the effective integration of quantum processing within existing workflows.