Technology
Autodesk reports results of audit committee investigation Provides preliminary results for first quarter fiscal 2025 and business outlook
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2 years agoon
By
SAN FRANCISCO, May 31, 2024 /PRNewswire/ — Autodesk, Inc. (NASDAQ: ADSK) announces the results of the Audit Committee investigation. As previously announced on April 1, 2024, the Audit Committee of the Board of Directors initiated an internal investigation regarding the company’s free cash flow and non-GAAP operating margin practices. The Committee has completed its planned procedures with respect to the investigation. The company’s management has determined that there will be no restatement or adjustment of any audited or unaudited, filed or previously announced, GAAP or non-GAAP financial statements.
The company is also providing preliminary results for first quarter fiscal 2025 and business outlook.
“We appreciate your patience as we work through this important process. We take situations like this very seriously and are grateful to put the investigation behind us,” said Andrew Anagnost, Autodesk president and CEO. “In the first quarter of fiscal 2025, we generated broad-based growth in AEC and manufacturing across products and regions. The new transaction model implementation is on track. Our strong start sets us up well to achieve our goals for the year.”
The company also announces the following executive appointments.
Elizabeth “Betsy” Rafael has been appointed by the Board as Interim Chief Financial Officer (Principal Financial Officer), effective May 31, 2024. As Interim Chief Financial Officer, she is not currently an “independent director” for purposes of the Nasdaq Stock Market and has stepped down from the Audit Committee. She remains a director of the company.
Deborah L. Clifford has been appointed as the company’s Chief Strategy Officer, reporting to the Chief Executive Officer, effective May 31, 2024. Her responsibilities will include, among other things, corporate development, new vertical businesses that are outside Autodesk’s existing product groups, and the company’s Social Impact and Sustainability efforts.
Autodesk is working diligently to file its annual report on Form 10-K as soon as possible and to hold an earnings call to discuss first quarter fiscal 2025 results. Until the Form 10-K is filed and full first quarter earnings are reported, the company remains in a closed period and is restricted in its communications with investors.
Summary of the principal findings of the Audit Committee
The relevant time period for the investigation was fiscal years 2022, 2023, and 2024. A summary of the principal findings of the Audit Committee are set forth below:
The company has historically relied on multiyear contracts with its enterprise and product subscription customers, billed upfront, to help meet its free cash flow targets. During the relevant period, the company engaged in programs designed to incentivize customers to accept multiyear upfront billing, renew early, and/or pay before the end of the fiscal year.
The company has disclosed its practice of incentivizing customers to adopt multiyear upfront billing arrangements. It has also acknowledged that discounted multiyear upfront contracts reduce revenue and lower billings in out years. Though prior to fiscal year 2024, the company did not quantify free cash flow attributable to multiyear upfront billings, it has noted the contribution of upfront collections to fluctuations in the company’s quarterly reported long-term deferred revenue.
During fiscal year 2022, the company announced that it had begun to shift enterprise customers to contracts billed annually, and that it had assumed fiscal 2023 enterprise contracts would be billed annually. The company subsequently determined, however, to pursue multiyear upfront contracts with enterprise customers to help meet its fiscal year 2023 free cash flow goal. Upfront billings of enterprise customers in fiscal year 2023 substantially exceeded historical levels, helping the company to meet its lowered annual free cash flow target.
In addition, during the relevant period, certain decisions regarding discretionary spending, collections, and accounts payable were informed by their anticipated effects on the company’s external free cash flow and/or non-GAAP operating margin targets. The resulting actions generally served to reduce reported free cash flow and/or lower reported margin in the current period. Though free cash flow was one factor in the company’s executive compensation program, these decisions were not calculated to influence compensation outcomes.
The Audit Committee proposed certain remedial measures including: reviewing certain processes around financial communications and disclosures; assessing certain company organizational functions and responsibilities; and adopting and enhancing policies and processes related to the matters investigated.
Separate from the Audit Committee’s findings, the company notes that multiyear upfront billings of enterprise customers in fiscal year 2024 was substantially lower than fiscal years 2022 and 2023.
Preliminary results for first quarter fiscal 2025 and business outlook
Autodesk also announced preliminary results for the first quarter fiscal 2025 and business outlook as follows:
First Quarter Fiscal 2025 Preliminary Results
Q1 FY25
(ending April 30, 2024)
Revenue
approximately $1.42 billion
GAAP diluted EPS
approximately $1.16
Non-GAAP diluted EPS (1)
approximately $1.87
(1) Non-GAAP earnings per diluted share excludes approximately $0.69 related to stock-based compensation expense, $0.05 and $0.07 for the amortization of purchased intangibles and developed technologies, respectively, $0.07 for acquisition-related costs, and $0.02 for valuation allowance on deferred tax assets, partially offset by ($0.19) related to GAAP-only tax charges.
Business Outlook
The following are forward-looking statements based on current expectations and assumptions, and involve risks and uncertainties, some of which are set forth below under “Safe Harbor Statement.” Autodesk’s business outlook for the second quarter and full-year fiscal 2025 considers the current economic environment and foreign exchange currency rate environment. A reconciliation between the fiscal 2025 GAAP and non-GAAP estimates is provided below.
Second Quarter Fiscal 2025
Q2 FY25 Guidance Metrics
Q2 FY25
(ending July 31, 2024)
Revenue (in millions)
$1,475 – $1,490
EPS GAAP
$1.12 – $1.18
EPS non-GAAP (1)
$1.98 – $2.04
(1) Non-GAAP earnings per diluted share excludes $0.80 related to stock-based compensation expense, $0.15 for the amortization of both purchased intangibles and developed technologies, and $0.07 for acquisition-related costs, partially offset by ($0.16) related to GAAP-only tax charges.
Full Year Fiscal 2025
FY25 Guidance Metrics
FY25
(ending January 31, 2025)
Billings (in millions)
$5,810 – $5,960
Up 12% – 15%
Revenue (in millions) (1)
$5,990 – $6,090
Up 9% – 11%
GAAP operating margin
21% – 22%
Non-GAAP operating margin (2)
35% – 36%
EPS GAAP
$4.71 – $4.93
EPS non-GAAP (3)
$7.99 – $8.21
Free cash flow (in millions) (4)
$1,430 – $1,500
(1) Excluding the impact of foreign currency exchange rates and hedge gains/losses, revenue guidance range would be approximately 1 percentage point higher.
(2) Non-GAAP operating margin excludes approximately 11% related to stock-based compensation expense, approximately 2% for the amortization of both purchased intangibles and developed technologies, and approximately 1% related to acquisition-related costs.
(3) Non-GAAP earnings per diluted share excludes $3.16 related to stock-based compensation expense, $0.57 for the amortization of both purchased intangibles and developed technologies, and $0.20 related to acquisition-related costs, partially offset by ($0.65) related to GAAP-only tax charges.
(4) Free cash flow is cash flow from operating activities less approximately $30 million of capital expenditures.
The second quarter and full-year fiscal 2025 outlook assume a projected annual effective tax rate of 21 percent and 19 percent for GAAP and non-GAAP results, respectively. Shifts in geographic profitability continue to impact the annual effective tax rate due to significant differences in tax rates in various jurisdictions. Therefore, assumptions for the annual effective tax rate are evaluated regularly and may change based on the projected geographic mix of earnings.
Safe Harbor Statement
This press release contains forward-looking statements that involve risks and uncertainties, including statements regarding our preliminary first quarter fiscal 2025 results, statements in the paragraphs under “Business Outlook” above, statements about our short-term and long-term goals, statements regarding our strategies, market and product positions, performance and results, and all statements that are not historical facts. There are a significant number of factors that could cause actual results to differ materially from statements made in this press release, including: any adjustments that could be made prior to filing our annual report on Form 10-K and announcing our first quarter fiscal 2025 results, the risk that the completion and filing of the Form 10-K will take longer than expected; our strategy to develop and introduce new products and services and to move to platforms and capabilities, exposing us to risks such as limited customer acceptance (both new and existing customers), costs related to product defects, and large expenditures; global economic and political conditions, including foreign exchange headwinds, recessionary fears, supply chain disruptions, resulting inflationary pressures and hiring conditions; costs and challenges associated with strategic acquisitions and investments; dependency on international revenue and operations, exposing us to significant international regulatory, economic, intellectual property, collections, currency exchange rate, taxation, political, and other risks, including risks related to the war against Ukraine launched by Russia and our exit from Russia; inability to predict subscription renewal rates and their impact on our future revenue and operating results; existing and increased competition and rapidly evolving technological changes; fluctuation of our financial results, key metrics and other operating metrics; our transition from up front to annual billings for multi-year contracts; deriving a substantial portion of our net revenue from a small number of solutions, including our AutoCAD-based software products and collections; any failure to successfully execute and manage initiatives to realign or introduce new business and sales initiatives; net revenue, billings, earnings, cash flow, or new or existing subscriptions shortfalls; social and ethical issues relating to the use of artificial intelligence in our offerings; our ability to maintain security levels and service performance meeting the expectations of our customers, and the resources and costs required to avoid unanticipated downtime and prevent, detect and remediate performance degradation and security breaches; security incidents or other incidents compromising the integrity of our or our customers’ offerings, services, data, or intellectual property; reliance on third parties to provide us with a number of operational and technical services as well as software; our highly complex software, which may contain undetected errors, defects, or vulnerabilities; increasing regulatory focus on privacy issues and expanding laws; governmental export and import controls that could impair our ability to compete in international markets or subject us to liability if we violate the controls; protection of our intellectual property rights and intellectual property infringement claims from others; the government procurement process; fluctuations in currency exchange rates; our debt service obligations; and our investment portfolio consisting of a variety of investment vehicles that are subject to interest rate trends, market volatility, and other economic factors. Our estimates as to tax rate are based on current tax law, including current interpretations of the Tax Cuts and Jobs Act, and could be affected by changing interpretations of that Act, as well as additional legislation and guidance around that Act.
Further information on potential factors that could affect the financial results of Autodesk are included in Autodesk’s Form 10-K and subsequent Forms 10-Q, which are on file with the U.S. Securities and Exchange Commission. Autodesk disclaims any obligation to update the forward-looking statements provided to reflect events that occur or circumstances that exist after the date on which they were made.
About Autodesk
The world’s designers, engineers, builders, and creators trust Autodesk to help them design and make anything. From the buildings we live and work in, to the cars we drive and the bridges we drive over. From the products we use and rely on, to the movies and games that inspire us. Autodesk’s Design and Make Platform unlocks the power of data to accelerate insights and automate processes, empowering our customers with the technology to create the world around us and deliver better outcomes for their business and the planet. For more information, visit autodesk.com or follow @autodesk. #MakeAnything
Autodesk is a registered trademark of Autodesk, Inc., and/or its subsidiaries and/or affiliates in the USA and/or other countries. All other brand names, product names or trademarks belong to their respective holders. Autodesk reserves the right to alter product and services offerings, and specifications and pricing at any time without notice, and is not responsible for typographical or graphical errors that may appear in this document.
© 2024 Autodesk, Inc. All rights reserved.
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SOURCE Autodesk, Inc.
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Technology
Samsung Selects Chandigarh University Student as ‘Punjab AI State Topper’
Published
15 minutes agoon
July 18, 2026By
CU Student Devesh Panwar Wins Rs 1 Lakh Award for Developing AI-Based Document Search System
CHANDIGARH, India, July 18, 2026 /PRNewswire/ — A Bachelor of Computer Applications (BCA) student of Chandigarh University, Devesh Panwar, has been named the “Punjab State Topper” in the Artificial Intelligence (AI) under the Samsung Innovation Campus (SIC) AI Program organised by Samsung in collaboration with Telecom Sector Skill Council (TSSC) and training partner Focal Skill Development (Focalyt) to equip Indian youth with industry-relevant in-demand skills in AI, loT, Big Data, and Coding & Programming, preparing them for future careers.
A final-year student of Bachelor of Computer Applications (BCA) at University Institute of Computing (UIC) of Chandigarh University, Devesh Panwar also won a cash award of Rs 1 lakh along with a laptop, and exclusive Samsung rewards for achieving this remarkable milestone under the Samsung Innovation Campus AI Program.
“Being named ‘AI State Topper’ was a moment of profound pride and validation for me. Hard work, intense technical training and a passion for AI culminated in the immense honor of the Punjab State Topper title. Besides getting access to state-of-the-art tools to fuel my future research and development endeavor, I gained world-class knowledge during the Samsung Innovation Campus (SIC) AI Program. It helped me in gaining hands-on experience and applied AI to solve real-world challenges, especially in aeronautical and technical domains,”
During Samsung Innovation Campus (SIC) AI Program, Devesh and his team worked on innovative AI capstone project which was presented before the jury panel as part of the final assessment.
“Our team developed the advanced AI-powered system AI Research Agent, a Retrieval-Augmented Generation (RAG) platform designed for intelligent querying of private document collections. Organizations, researchers, legal professionals, and HR teams often work with large collections of documents. Traditional search methods rely heavily on keyword matching and require significant manual effort to locate relevant information. The project was developed to address the limitations of traditional document search systems, which often struggle with contextual understanding, retrieval accuracy, learning adaptability, and response speed,” said Devesh.
“The developed system demonstrated significant improvements over traditional document retrieval approaches with faster response generation with integration of modern AI techniques, full-stack development, database systems, and intelligent automation into a single practical solution. By combining modern RAG architecture with innovative retrieval and reasoning mechanisms, this system provides a fast, intelligent, and user-friendly solution for knowledge discovery and resume evaluation. This project not only enhanced our technical expertise in Artificial Intelligence and Full-Stack Development but also strengthened our problem-solving, teamwork, and professional communication skills. It stands as a significant achievement of our Samsung Innovation Campus 2025 journey and reflects our commitment to building impactful AI solutions for real-world challenges,” he added.
Congratulating Devesh Panwar for being named “Punjab State Topper” AI under the Samsung Innovation Campus Samsung Innovation Program, Deepinder Singh Sandhu, Senior Managing Director, Chandigarh University, said, “Devesh’s achievement reflects Chandigarh University’s focus on experiential learning and industry-academia collaboration. Through the Samsung Innovation Campus AI Program, CU students gain practical exposure to AI and building solutions for real-world challenges. This accomplishment reflects not only Devesh’s commitment to excellence but also the growing culture of innovation and industry-oriented learning at Chandigarh University,”.
“Since its inception, Chandigarh University has set benchmarks for world-class education with its dynamic hands-on experiential learning model, industry-aligned programs, dynamic fraternity, state-of-the-art infrastructure facilities and impeccable placements. Samsung Innovation Program is also part of our initiatives to develop a future-ready talent pool equipped with advanced capabilities in AI, loT, Big Data, and Coding and Programming. By bridging the gap between theoretical learning and real-world application, this collaboration helps in providing CU’s computer science and computing students exposure to cutting-edge and emerging technologies. CU’s this partnership with Samsung is focused on building future-ready talent equipped with industry-relevant skills in AI and emerging technologies,” Sandhu said.
He said Chandigarh University’s Institute of Computing (UIC) prepares students for a successful career in computing, to create and disseminate computing knowledge and technology. “Chandigarh University carries a vision of crafting next-gen IT professionals who can take up industry challenges effectively and our Institute of Computing (UIC) prepares students for a successful career in computing, to create and disseminate computing knowledge and technology. UIC’s hands-on approach paves the way for a smooth transition to the workforce after graduation. Our students are equipped with the best knowledge, skills and passion to succeed in any number of computing careers. CU’s Institute of Computing renders cutting-edge education ranging from the expertise in traditional software development -to- modern computing technologies. Fully-equipped industry-sponsored labs, industry-aligned curriculum, and accreditations and validations by top companies such as Intel, Microsoft, Google Android, Red Hat etc. give our students an exclusive edge over others,” the Chandigarh University CMD said.
Sandhu said the latest edition of QS World University Rankings has yet again reaffirmed Chandigarh University global standing as a top educational institution. “Continuing its remarkable rise among the world’s leading higher education institutions, Chandigarh University (CU) has made impressive strides in the latest edition of prestigious QS World University Rankings 2027 by securing an overall world rank of 526, an increase of 49 ranks as compared to 575th rank in QS’ 2026 Rankings. This is for the fifth consecutive year that Chandigarh University’s global rankings have witnessed an impressive surge with CU’s world rank going up by an impressive 274 ranks — from the 800th rank in 2023 to 526th in 2027’s Rankings,”.
“As per the latest QS World University Rankings, with All India Rank of 13 among all universities in the country as compared to 16th rank in 2026’s rankings, Chandigarh University now ranks among the top 1% of universities in India and the top 2% of universities in the World, underscoring its growing reputation as a leading institution of higher learning, both in India and globally,” he added.
About Chandigarh University
Chandigarh University is a NAAC A+ Grade University and QS World Ranked University. This autonomous educational institution is approved by UGC and is located near Chandigarh in the state of Punjab. It is the youngest university in India and the only private university in Punjab to be honoured with A+ Grade by NAAC (National Assessment and Accreditation Council). CU offers more than 109 UG and PG programs in the field of engineering, management, pharmacy, law, architecture, journalism, animation, hotel management, commerce, and others. It has been awarded as The University with Best Placements by WCRC.
Website address: https://www.cuchd.in/
View original content to download multimedia:https://www.prnewswire.com/in/news-releases/samsung-selects-chandigarh-university-student-as-punjab-ai-state-topper-302828991.html
Technology
Samsung Selects Chandigarh University Student as ‘Punjab AI State Topper’
Published
15 minutes agoon
July 18, 2026By
CU Student Devesh Panwar Wins Rs 1 Lakh Award for Developing AI-Based Document Search System
CHANDIGARH, India, July 18, 2026 /PRNewswire/ — A Bachelor of Computer Applications (BCA) student of Chandigarh University, Devesh Panwar, has been named the “Punjab State Topper” in the Artificial Intelligence (AI) under the Samsung Innovation Campus (SIC) AI Program organised by Samsung in collaboration with Telecom Sector Skill Council (TSSC) and training partner Focal Skill Development (Focalyt) to equip Indian youth with industry-relevant in-demand skills in AI, loT, Big Data, and Coding & Programming, preparing them for future careers.
A final-year student of Bachelor of Computer Applications (BCA) at University Institute of Computing (UIC) of Chandigarh University, Devesh Panwar also won a cash award of Rs 1 lakh along with a laptop, and exclusive Samsung rewards for achieving this remarkable milestone under the Samsung Innovation Campus AI Program.
“Being named ‘AI State Topper’ was a moment of profound pride and validation for me. Hard work, intense technical training and a passion for AI culminated in the immense honor of the Punjab State Topper title. Besides getting access to state-of-the-art tools to fuel my future research and development endeavor, I gained world-class knowledge during the Samsung Innovation Campus (SIC) AI Program. It helped me in gaining hands-on experience and applied AI to solve real-world challenges, especially in aeronautical and technical domains,”
During Samsung Innovation Campus (SIC) AI Program, Devesh and his team worked on innovative AI capstone project which was presented before the jury panel as part of the final assessment.
“Our team developed the advanced AI-powered system AI Research Agent, a Retrieval-Augmented Generation (RAG) platform designed for intelligent querying of private document collections. Organizations, researchers, legal professionals, and HR teams often work with large collections of documents. Traditional search methods rely heavily on keyword matching and require significant manual effort to locate relevant information. The project was developed to address the limitations of traditional document search systems, which often struggle with contextual understanding, retrieval accuracy, learning adaptability, and response speed,” said Devesh.
“The developed system demonstrated significant improvements over traditional document retrieval approaches with faster response generation with integration of modern AI techniques, full-stack development, database systems, and intelligent automation into a single practical solution. By combining modern RAG architecture with innovative retrieval and reasoning mechanisms, this system provides a fast, intelligent, and user-friendly solution for knowledge discovery and resume evaluation. This project not only enhanced our technical expertise in Artificial Intelligence and Full-Stack Development but also strengthened our problem-solving, teamwork, and professional communication skills. It stands as a significant achievement of our Samsung Innovation Campus 2025 journey and reflects our commitment to building impactful AI solutions for real-world challenges,” he added.
Congratulating Devesh Panwar for being named “Punjab State Topper” AI under the Samsung Innovation Campus Samsung Innovation Program, Deepinder Singh Sandhu, Senior Managing Director, Chandigarh University, said, “Devesh’s achievement reflects Chandigarh University’s focus on experiential learning and industry-academia collaboration. Through the Samsung Innovation Campus AI Program, CU students gain practical exposure to AI and building solutions for real-world challenges. This accomplishment reflects not only Devesh’s commitment to excellence but also the growing culture of innovation and industry-oriented learning at Chandigarh University,”.
“Since its inception, Chandigarh University has set benchmarks for world-class education with its dynamic hands-on experiential learning model, industry-aligned programs, dynamic fraternity, state-of-the-art infrastructure facilities and impeccable placements. Samsung Innovation Program is also part of our initiatives to develop a future-ready talent pool equipped with advanced capabilities in AI, loT, Big Data, and Coding and Programming. By bridging the gap between theoretical learning and real-world application, this collaboration helps in providing CU’s computer science and computing students exposure to cutting-edge and emerging technologies. CU’s this partnership with Samsung is focused on building future-ready talent equipped with industry-relevant skills in AI and emerging technologies,” Sandhu said.
He said Chandigarh University’s Institute of Computing (UIC) prepares students for a successful career in computing, to create and disseminate computing knowledge and technology. “Chandigarh University carries a vision of crafting next-gen IT professionals who can take up industry challenges effectively and our Institute of Computing (UIC) prepares students for a successful career in computing, to create and disseminate computing knowledge and technology. UIC’s hands-on approach paves the way for a smooth transition to the workforce after graduation. Our students are equipped with the best knowledge, skills and passion to succeed in any number of computing careers. CU’s Institute of Computing renders cutting-edge education ranging from the expertise in traditional software development -to- modern computing technologies. Fully-equipped industry-sponsored labs, industry-aligned curriculum, and accreditations and validations by top companies such as Intel, Microsoft, Google Android, Red Hat etc. give our students an exclusive edge over others,” the Chandigarh University CMD said.
Sandhu said the latest edition of QS World University Rankings has yet again reaffirmed Chandigarh University global standing as a top educational institution. “Continuing its remarkable rise among the world’s leading higher education institutions, Chandigarh University (CU) has made impressive strides in the latest edition of prestigious QS World University Rankings 2027 by securing an overall world rank of 526, an increase of 49 ranks as compared to 575th rank in QS’ 2026 Rankings. This is for the fifth consecutive year that Chandigarh University’s global rankings have witnessed an impressive surge with CU’s world rank going up by an impressive 274 ranks — from the 800th rank in 2023 to 526th in 2027’s Rankings,”.
“As per the latest QS World University Rankings, with All India Rank of 13 among all universities in the country as compared to 16th rank in 2026’s rankings, Chandigarh University now ranks among the top 1% of universities in India and the top 2% of universities in the World, underscoring its growing reputation as a leading institution of higher learning, both in India and globally,” he added.
About Chandigarh University
Chandigarh University is a NAAC A+ Grade University and QS World Ranked University. This autonomous educational institution is approved by UGC and is located near Chandigarh in the state of Punjab. It is the youngest university in India and the only private university in Punjab to be honoured with A+ Grade by NAAC (National Assessment and Accreditation Council). CU offers more than 109 UG and PG programs in the field of engineering, management, pharmacy, law, architecture, journalism, animation, hotel management, commerce, and others. It has been awarded as The University with Best Placements by WCRC.
Website address: https://www.cuchd.in/
View original content to download multimedia:https://www.prnewswire.com/in/news-releases/samsung-selects-chandigarh-university-student-as-punjab-ai-state-topper-302828991.html
Technology
Black Lake Technologies Shortlisted as SAIL Award TOP30 Finalist and Selected as Global Industrial AI Flagship Case, Showcasing Latest Industrial Agent at WAIC 2026
Published
1 hour agoon
July 18, 2026By
SHANGHAI, July 18, 2026 /PRNewswire/ — The 2026 World Artificial Intelligence Conference (WAIC) opened in Shanghai on July 17. Shanghai Blacklake Technologies Co., Ltd. (“Black Lake”), an industrial AI company, is showcasing a portfolio of industrial AI agents at the conference. The company has also been named to the Top 30 shortlist for the 2026 WAIC Super AI Leader (SAIL) Award and selected as a Trusted Partner under the Global Call for Trusted Partners for Industrial AI in the Global South.
The accreditations highlight Black Lake’s latest progress in bringing AI into critical manufacturing decision-making workflows and deploying industrial AI capabilities on the shop floor around the world.
This year’s conference attracted over 1,100 exhibiting companies and showcased more than 3,000 exhibits, setting a new record for exhibition scale. The conference delivered a clear signal: as artificial intelligence becomes a common priority across global industries, attention is moving beyond model capabilities toward practical applications in real-world operating environments.
Manufacturing provides a particularly demanding test for this transition. Factory operations are governed by multiple constraints, including process specifications, equipment capabilities, material availability, production capacity, delivery schedules and quality requirements. Therefore, AI has to do so much more than simply comprehend information input. It must make reliable judgments within clearly defined business rules and operational constraints.
Black Lake has focused on industrial digitalization and industrial AI for years, developing and deploying AI applications in a range of factory environments.
At WAIC 2026, the company is presenting industrial AI agents covering order splitting and process planning, quotation and pricing, procurement, production scheduling, quality inspection, and order tracking. These applications are designed to move AI beyond an auxiliary role and into critical manufacturing decision-making workflows.
Traditional industrial software is primarily responsible for data recording, digital workflows, and worker coordination. However, critical decisions such as how to split an order, determine pricing, schedule production, and assess quality risks still depend heavily on the experience of engineers and frontline workers.
Industrial AI agents are intended to convert fragmented industrial knowledge and production experience into decision-making capabilities that can be invoked, reused and continuously refined by software systems.
Order decomposition and process planning are representative examples. After receiving an engineering drawing, a factory typically relies on experienced engineers to identify components, materials and dimensions, define the required manufacturing processes and technical specifications, and establish a basis for subsequent quotation and quality inspection.
The process is highly dependent on individual expertise and represents one of the first critical decision points after an order is received.
Black Lake Technologies’ CAD-to-Process Agent can understand product drawings and, taking into account the factory’s equipment capabilities, process requirements, and production practices, rapidly generate process steps along with the corresponding technical requirements. Drawing analysis that once took hours can now be completed in approximately one minute, achieving an accuracy rate of over 95% in real deployment and providing engineers with stable, efficient decision support. Currently, the industrial agents developed by the company cover core processes including design, scheduling, production, and quality inspection, and have entered the stage of large-scale deployment.
Founded in 2016, Black Lake serves nearly 40,000 factories worldwide. Its customers span more than 30 industries, including food and beverage, automotive components and equipment manufacturing.
By working across factory order management, production and fulfillment workflows, Black Lake has accumulated the technical capabilities and industry knowledge required to support decision-making in complex industrial environments.
In April 2026, Black Lake completed a Series D funding round of nearly RMB 1 billion. The company said the proceeds would primarily be used to accelerate the deployment of its industrial AI products and support its international expansion.
AI-related products are becoming a new source of growth for the company. In a recent interview, Black Lake founder and CEO Zhou Yuxiang said that the company had recorded significant growth in AI-related revenue since the beginning of 2026. He also said that manufacturing customers were taking less time to make purchasing decisions for industrial AI agents.
Zhou expects AI adoption among Chinese factories to increase substantially over the next three to four years.
Unlike consumer-facing AI, which is primarily associated with content generation and personal productivity, industrial AI agents can directly affect production costs, capacity utilization, delivery performance, and product quality. Their commercial value therefore depends largely on whether they can perform specific tasks reliably in complex production environments.
During WAIC 2026, Black Lake was named to the Top 30 shortlist for the 2026 Super AI Leader (SAIL) Award. The SAIL Award is one of WAIC’s major awards and recognizes achievements in technological breakthroughs, application innovation, and industrial value.
Black Lake was also selected as a Trusted Partner under UNIDO’s Global Call for Trusted Partners for Industrial AI in the Global South.
The Global Call was launched under the guidance of the United Nations Industrial Development Organization (UNIDO), in partnership with the Shanghai Artificial Intelligence Research Institute, and in connection with the work of UNIDO AIM Global and its Shanghai-based Centre of Excellence.
The initiative aims to build a curated pool of leading partners to co-develop scalable industrial AI solutions and public goods for the Global South.
For Black Lake, the two accreditations underscore the growing importance of reliability, explainability, and scalability in the evaluation of industrial AI, in addition to the capabilities of AI models.
Global expansion will be a major priority in the company’s next phase of development. Black Lake is currently focusing on Southeast Asia, Latin America and Eastern Europe, adapting its industrial AI agents to the industrial structures, production processes and management requirements of different markets.
Although manufacturing operations vary across countries and regions, manufacturers share similar concerns about efficiency, quality, delivery reliability and production flexibility.
Black Lake is transforming industrial AI capabilities that have been validated in complex factory environments into configurable and deployable products. Through these products, the company aims to work with manufacturers worldwide to explore more efficient, flexible and intelligent approaches to production.
SOURCE Black Lake
Samsung Selects Chandigarh University Student as ‘Punjab AI State Topper’
Samsung Selects Chandigarh University Student as ‘Punjab AI State Topper’
Black Lake Technologies Shortlisted as SAIL Award TOP30 Finalist and Selected as Global Industrial AI Flagship Case, Showcasing Latest Industrial Agent at WAIC 2026
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