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Singapore: Using an AI/ML Approach to Meat and Seafood Production

The difficulties faced by businesses in accelerating the development and production of farmed meat and seafood through public-private partnerships are addressed by a multi-institutional research programme by A*STAR and its partners through the CentRe of Innovation for Sustainable banking and Production of Cultivated Meats or CRISP Meats.

The use of animal serum in the manufacturing process and high costs of culture media are key contributors to the challenging commercial viability of bringing cultivated meat and seafood products to the general population.

–  Dr Ng Say Kong, Principal Scientist and Co-Director of CRISP Meats

Dr Ng added that projects are made to address the demands of the cultivated meat and seafood business, from the isolation and documentation of cell lines to the development of novel bioprocesses and animal serum-free growing mediums. It also addresses the high cost of animal serum and cell culture media. They use cutting-edge technology, such as multi-omics analysis to determine the metabolic needs of cells from various species to accelerate their growth rate, and artificial intelligence and machine learning modelling (AI/ML) techniques to speed up the media formulation process.

A diverse team of researchers is led by Dr Ng together with Dr Andy Tan, Senior Scientist and Co-Director of CRISP Meats in their collaborative efforts to develop various technologies that can support a profitable value chain for produced meat.

They also collaborate with cultivated meat companies to help them develop a variety of product formats, ranging from mincemeat products like nuggets and patties to whole-cut meat products like steaks and sliced meat parts.

The researchers intend to create a diverse range of cell lines to produce cultivated chicken, pork, and selected seafood, including fish, as these products are commonly used in Asian cuisines and are expected to gain popularity in Asian markets.

Sixteen (16) labs from A*STAR, the Singapore Institute of Technology, and the National University of Singapore are involved in CRISP Meats. The research teams focus on regional seafood, fish, and premium chicken breeds to identify cell lines from food species that cater to Asian palates.

Furthermore, in December 2020, the Singapore Food Agency approved the sale of the world’s first cultivated chicken nuggets, making Singapore the first country in the world to do so. The country is leading efforts to assist industry partners in making cultivated meat safe and affordable. This aligns with Singapore’s “30 by 30” food security national agenda, which aims to meet 30% of Singapore’s nutritional needs locally by 2030.

The demand for food is rising along with the middle class due to the expanding global population and rising protein intake. Alternatives to conventional protein sources, such as farmed meat and seafood, may be more durable and sustainable.

In addition, cultivated beef uses a lot less space for farming and is less prone to seasonal variation and climate change because it can be produced on demand in a lab. The commercial production of farmed meat and seafood will advance with research into reducing costs and increasing production and processing efficiency.

The Singapore Food Story Grant Call on Future Foods in 2021 funded the CRISP Meats, which was administered by A*STAR in collaboration with the Singapore Institute of Technology and the National University of Singapore to advance R&D in the cultivated meat and seafood industry. The goal is to attract companies for collaboration to develop integrated platform technologies across the value chain to support and anchor Singapore’s cultivated meat and seafood industry.

PARTNER

Qlik’s vision is a data-literate world, where everyone can use data and analytics to improve decision-making and solve their most challenging problems. A private company, Qlik offers real-time data integration and analytics solutions, powered by Qlik Cloud, to close the gaps between data, insights and action. By transforming data into Active Intelligence, businesses can drive better decisions, improve revenue and profitability, and optimize customer relationships. Qlik serves more than 38,000 active customers in over 100 countries.

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CTC Global Singapore, a premier end-to-end IT solutions provider, is a fully owned subsidiary of ITOCHU Techno-Solutions Corporation (CTC) and ITOCHU Corporation.

Since 1972, CTC has established itself as one of the country’s top IT solutions providers. With 50 years of experience, headed by an experienced management team and staffed by over 200 qualified IT professionals, we support organizations with integrated IT solutions expertise in Autonomous IT, Cyber Security, Digital Transformation, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

Well-known for our strengths in system integration and consultation, CTC Global proves to be the preferred IT outsourcing destination for organizations all over Singapore today.

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Planview has one mission: to build the future of connected work. Our solutions enable organizations to connect the business from ideas to impact, empowering companies to accelerate the achievement of what matters most. Planview’s full spectrum of Portfolio Management and Work Management solutions creates an organizational focus on the strategic outcomes that matter and empowers teams to deliver their best work, no matter how they work. The comprehensive Planview platform and enterprise success model enables customers to deliver innovative, competitive products, services, and customer experiences. Headquartered in Austin, Texas, with locations around the world, Planview has more than 1,300 employees supporting 4,500 customers and 2.6 million users worldwide. For more information, visit www.planview.com.

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SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.

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HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 

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IBM is a leading global hybrid cloud and AI, and business services provider. We help clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,000 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity and service.