A Revolutionary AI Platform from Singapore’s SixSense Enhances Semiconductor Manufacturing

A Singapore-based deep tech startup, SixSense, has unveiled an AI-driven platform aimed at helping semiconductor manufacturers detect and predict chip defects in real time.

Series A Funding Boosts Growth

SixSense has successfully raised $8.5 million in its Series A funding round, bringing its total funding to approximately $12 million. This round was spearheaded by Peak XV’s Surge (previously known as Sequoia India & SEA), with contributions from Alpha Intelligence Capital, FEBE, and additional partners.

Founders with Vision

Established in 2018 by engineers Akanksha Jagwani (CTO) and Avni Agarwal (CEO), SixSense is addressing a critical challenge in semiconductor manufacturing: transforming vast amounts of raw production data—ranging from defect images to equipment signals—into actionable insights that enhance quality control and yield.

Despite the extensive data generated on production floors, the co-founders recognized a significant gap in real-time analytics.

Expertise Behind the Innovation

Akanksha offers a wealth of experience in manufacturing, quality control, and software automation, having developed solutions for companies like Hyundai Motors and GE, as well as leading product development at startups such as Embibe. Avni, equipped with extensive technical know-how from her tenure at Visa, has crafted large-scale data analytics systems, some of which are trade secrets. Her passion lies in applying AI solutions to traditional industries beyond fintech.

Identifying Opportunities in Semiconductor Manufacturing

Together, the duo explored various sectors including aviation and automotive before landing on semiconductors. Despite its reputation for precision, Agarwal noted that inspection processes are still largely manual and fragmented. Conversations with over 50 engineers revealed a significant need for modernization in quality assurance methods.

Challenges in Current Quality Checks

Current fabrication facilities overflow with dashboards, SPC charts, and inline inspection systems; however, these often only present data without offering deeper analytical capabilities. Agarwal expressed, “The responsibility for decision-making still rests on engineers, leading to time-consuming, subjective processes that struggle to keep pace with increasing complexity.”

Proactive Solutions for Semiconductor Challenges

SixSense empowers engineers by providing early warnings about potential issues with features like defect detection, root cause analysis, and failure prediction.

Designed for process engineers rather than data scientists, Agarwal emphasized that “process engineers can customize models using their own fab data, deploy them in under two days, and trust the outcomes—all without needing to code.” This approach combines power with practicality.

Competitive Landscape and Market Reach

SixSense faces competition from in-house engineering teams using tools like Cognex and Halcon, inspection equipment manufacturers integrating AI solutions, and other startups such as Landing.ai and Robovision.

The platform is already operational at major semiconductor manufacturers, including GlobalFoundries and JCET, with over 100 million chips processed to date. Clients have reported production cycle times up to 30% faster, yield improvements of 1-2%, and a staggering 90% decrease in manual inspection workloads, as stated by the founders. The technology is compatible with inspection equipment that commands over 60% of the global market.

Target Customers and Global Expansion

“Our target customers are large-scale chipmakers—foundries, outsourced semiconductor assembly and test providers (OSATs), and integrated device manufacturers (IDMs),” Agarwal stated. “We are already collaborating with fabs in Singapore, Malaysia, Taiwan, and Israel, and we are now setting our sights on expanding into the U.S.”

Adapting to Global Manufacturing Trends

With geopolitical tensions influencing chip manufacturing locales, new investments are flowing into fabs across the globe.

“We’re witnessing aggressive expansions in Malaysia, Singapore, Vietnam, India, and the U.S.,” Agarwal noted. “This trend is beneficial for us, as we’re already situated in the region, and many new facilities are starting anew—unencumbered by legacy systems. This openness makes them more receptive to AI-native approaches like ours from the outset.”

FAQ about SixSense

1. What is SixSense?

SixSense is a female-founded semiconductor AI startup that specializes in leveraging artificial intelligence to innovate in the semiconductor industry. The company aims to enhance performance and efficiency within semiconductor manufacturing processes through cutting-edge AI solutions.

2. How much funding did SixSense recently raise?

SixSense has successfully raised $8.5 million in its latest funding round. This investment will be used to accelerate the development of its AI technologies and expand its market reach.

3. Who are the key investors in SixSense?

The funding round includes participation from notable venture capital firms and angel investors who are committed to promoting diversity in tech and supporting innovative solutions in the semiconductor space.

4. What are the potential applications of SixSense’s AI technology?

The AI solutions developed by SixSense can be applied to various aspects of semiconductor manufacturing, including quality control, process optimization, and predictive maintenance, ultimately leading to increased efficiency and reduced costs for manufacturers.

5. How does SixSense contribute to diversity in the tech industry?

As a female-founded startup, SixSense actively promotes diversity within the tech sector by leading with a strong representation of women in technology and entrepreneurship, aiming to inspire and encourage other women to enter the semiconductor and AI fields.

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2025 Highlights: The U.S. Semiconductor Industry in Flux

This year has already proven to be eventful for the U.S. semiconductor sector.

The semiconductor industry is at the forefront of the U.S.’s ambition to excel in the “AI race.” Notable changes include Intel’s appointment of Lip-Bu Tan as CEO, who is on a mission to reinvigorate the company, and the failed proposal by Joe Biden to implement comprehensive AI chip export regulations.

Let’s break down the key events from the first half of 2025.

June Highlights

Intel Welcomes New Leadership

June 18 – Intel has appointed four new leaders aimed at restoring its status as an engineering-centric company. This includes appointing a new chief revenue officer and several prominent engineering roles.

Intel to Downsize Workforce

June 17 – Intel is set to lay off a significant portion of its Foundry staff starting in July, with reductions expected between 15% and 20%. These reductions align with CEO Lip-Bu Tan’s vision to streamline operations.

Nvidia Excludes China from Financial Forecasts

June 13 – Nvidia is adjusting its expectations, as CEO Jensen Huang announced that the company will omit the Chinese market from future revenue and profit outlooks due to ongoing U.S. export restrictions.

AMD Expands Talent Pool

June 6 – AMD has enhanced its expertise by acqui-hiring the team behind Untether AI, which specializes in AI inference chips, as part of its strategy to bolster its AI initiatives.

AMD Targets Nvidia’s Market Share

June 4 – Continuing its acquisition spree, AMD secured AI software startup Brium, focused on optimizing AI software for diverse hardware, highlighting the competitive landscape in the AI sector.

May Developments

Nvidia Unpacks Financial Impact of Export Rules

May 28 – Nvidia revealed that U.S. licensing requirements have cost the company $4.5 billion during Q1, predicting an $8 billion revenue hit in Q2 as a result of these new regulations on its H20 AI chips. Read more.

AMD Acquires Enosemi

May 28 – AMD continues its aggressive acquisition strategy by acquiring Enosemi, a silicon photonics startup, to enhance its capabilities in data transmission technology critical for the AI era. Discover the details.

Rising Tensions: China and the U.S.

May 21 – In response to the U.S.’s warning about Huawei’s AI chips, China’s Commerce Secretary issued a statement threatening legal action against companies enforcing these export restrictions. Full story here.

Intel’s Non-Core Units Under Review

May 20 – Intel’s CEO Lip-Bu Tan is reportedly shifting focus to spin off non-core business units, aiming to streamline operations and enhance efficiency. Learn more.

Biden Administration’s AI Diffusion Rule Rescinded

May 13 –Just days before its implementation, the U.S. Department of Commerce rescinded the AI Diffusion Rule, with intentions to provide new guidelines in the future amidst ongoing tensions regarding Huawei’s AI chips.

April Highlights

Anthropic Supports Chip Export Restrictions

April 30: Anthropic has reinforced its support for U.S. chip export restrictions, suggesting modifications to the proposed Framework for Artificial Intelligence Diffusion aimed at tightening controls on Tier 2 nations. Explore the details.

Intel’s Significant Layoffs

April 22: In advance of its earnings call, Intel announced plans to cut over 21,000 jobs, part of a strategic push to streamline management and bolster its engineering focus.

New Export Regulations from the Trump Administration

April 15: Nvidia’s H20 AI chip faced new export licensing requirements, leading to potential $5.5 billion charges expected in their upcoming fiscal quarter.

Nvidia and Export Controls

April 9: Reports indicated that Nvidia’s CEO Jensen Huang engaged with Donald Trump to seek relief from further chip export restrictions, potentially in exchange for investments in U.S. AI data centers.

Alleged Intel-TSMC Partnership

April 3: Intel and TSMC reportedly are in talks to form a joint chipmaking venture, although both parties have opted not to confirm the agreement as of now.

Intel’s New Initiatives

April 1: CEO Lip-Bu Tan announced plans to spin off non-core assets and launch new products tailored to customer needs in the semiconductor realm.

March Updates

A New Era for Intel with New CEO

March 12: Intel appointed Lip-Bu Tan as CEO, marking a new chapter focused on engineering excellence within the company.

February Developments

Intel’s Ohio Chip Plant Delay

February 28: The anticipated opening of Intel’s first chip fabrication facility in Ohio has been delayed again, with the completion now pushed to 2030. Learn more about the timeline.

Senators Push for Stricter Chip Export Controls

February 3: U.S. senators, including Elizabeth Warren and Josh Hawley, urged the Trump administration to enhance restrictions on AI chip exports, specifically targeting Nvidia’s H20 chips. Full letter available here.

January Events

DeepSeek’s Game-Changing AI Model

January 27: DeepSeek, a Chinese AI startup, disrupted the market with the launch of its open R1 “reasoning” model, generating significant interest and concern in both AI and semiconductor sectors.

Biden Proposes New Chip Export Limits

January 13: In his final week as president, Joe Biden recommended extensive new restrictions on U.S.-made AI chips, introducing a three-tier export structure that impacts various nations differently.

Anthropic Discusses Export Controls

January 6: Dario Amodei, co-founder of Anthropic, publicly supported existing AI export regulations while advocating for even stricter controls to maintain U.S. leadership in AI. Read the op-ed.

Sure! Here are five FAQs about the US semiconductor market in 2025:

FAQ 1: What is the current status of the US semiconductor market in 2025?

Answer: In 2025, the US semiconductor market is experiencing significant growth, fueled by rising demand for advanced technologies such as AI, IoT, and 5G. Major investments in domestic manufacturing and research are reshaping the industry’s landscape.

FAQ 2: How has government policy affected the semiconductor market?

Answer: Government policies, including the CHIPS Act, have provided substantial funding and incentives to bolster semiconductor manufacturing in the US. This aims to reduce dependency on foreign sources and enhance national security.

FAQ 3: What challenges does the US semiconductor industry face in 2025?

Answer: The US semiconductor industry is grappling with challenges like supply chain disruptions, increasing competition from global markets, and the need for skilled labor. These factors can impact production rates and innovation.

FAQ 4: How has the supply chain evolved by 2025?

Answer: By 2025, the US semiconductor supply chain has become more localized, with an emphasis on resilience against global disruptions. Companies are investing in domestic facilities and fostering partnerships to enhance supply chain security.

FAQ 5: What role does innovation play in the US semiconductor market in 2025?

Answer: Innovation is a key driver in the US semiconductor market, with companies focusing on next-generation technologies such as advanced fabrication techniques and sustainable manufacturing processes to meet the evolving demands of various industries.

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