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From the assembly line to the black light lab, the automation revolution upstream of the life sciences

来源: | 作者:佚名 | 发布时间 :2023-12-19 | 1142 次浏览: | Share:

People who have done experiments probably can't escape these: writing endless experimental reports, complex experimental instruments, cumbersome experimental data processing, and difficult to repeat experimental results... It has been a bitter "experiment" for too long.

In recent years, these pain points are gradually being broken. In 2019, the University of Liverpool research team invented an AI robot chemist, and in early 2022, it independently discovered a highly active catalyst for the first time, and the laboratory entered a new level of "intelligence". Pull the perspective back home. At the same time, the new coronavirus epidemic has made large-scale nucleic acid testing a necessity for epidemic prevention, and the batch emergence of innovative biomedical companies has also sharply increased the demand for relevant research and development experiments. For this reason, the "unpopular" industry of laboratory automation is heating up rapidly.

The strength of the capital is the most intuitive reflection of the industry heat. Summarizing the institutions that have invested in the laboratory automation industry in the past two years, Sequoia China, Hillhouse Venture Capital, IDG, Qiming Venture Capital, Northern Light Venture Capital, Sinovation Works, Matrix China, Bytejump, Shunwei Capital and other star VCS and war investment have been listed, both TMT funds, and pharmaceutical industry funds. There are also CXO (Wuxi Apptec), biochemical analyzer (Perkinelmer), automation (Bosch) and other fields of industry leaders, everyone smelled the opportunity.

Together, capital and entrepreneurs are launching a laboratory "revolution." In this article, 36kr tries to answer the following questions:

1. Why can laboratory automation become a tuyere in China? Where is the market ceiling?

2, based on product form and landing scene, which segments have opportunities?

3. Is it worth the investment? What are the characteristics of a good target?

First, the emergence of new scenes and old technologies

Through the statistics of the financing data in the past two years, we can intuitively understand that laboratory automation has become a "visible" outlet, behind the rise of demand in addition to investors in the field of innovative drugs and devices "stumble" after a rush to seek a way out of exploration. 36kr summed it up in the following six points:

① The epidemic is a very direct "catalyst". Not only routine clinical diagnosis requires more rapid and accurate test results, but also pays more attention to personnel safety. The high infectivity and pathogenicity of viruses have put forward the most direct demand for the automation of the whole process involving sample processing, inspection and testing, and sample storage. The automation demand in the field of life science has been verified again, and the rigid demand for the automation of relevant staff has become irreversible.

② With the rapid development of downstream applications in life sciences, the laboratory field is also facing great challenges, such as drug research and development and screening, gene sequencing and other popular technologies for massive real-time data and advanced technical methods to increase the demand.

At present, the domestic substitution window period of the life science support industry represented by laboratory instruments. Due to the characteristics of the industry, the customer stickness of the life science support industry is high, and local pharmaceutical companies have long relied on imported products - but the delivery time is often several months, some products are even out of stock, and the price reduction pressure brought by medical insurance negotiations and collection. In order to ensure the safety and stability of the supply chain and low cost, the domestic substitution of upstream products is an inevitable trend.

(4) Because this subdivision track is quite interdisciplinary and has a high threshold for entry, it can form a monopoly on technology or patents, and it can generate relatively stable cash flow at an early stage. At present, the awareness of risk aversion in the whole venture capital circle is enhanced and the desire for "revenue generating" is extremely strong, laboratory automation has become everyone's "heart".

In view of the fact that automation has been relatively mature in industrial, 3C and other fields, we are eager to find landing opportunities in new vertical fields, because the degree of automation is low and the industry ceiling and high added value, the life science field has become a new track that is jointly locked.

⑥ From an incremental point of view, in order to improve the rapid response ability to major epidemics, China has ushered in a boom in the construction of biosafety P2 and P3 laboratories, or will drive tens of thousands of large-scale laboratories to invest in the construction, for laboratory automation and intelligent manufacturers, which is also a huge business opportunity.

Overview of investment and financing in the field of laboratory automation in the past two years (based on publicly available information, 36 kr mapping)

  • Metso A413177 Digital Interface Control Module
  • METSO A413222 8-Channel Isolated Temperature Input Module
  • Metso A413313 Interface Control Module
  • METSO D100532 Control System Module
  • METSO A413310 8-Channel Digital Output Module
  • METSO A413659 Automation Control Module
  • Metso D100314 Process Control Interface Module
  • METSO A413665 8-Channel Analog Output Module
  • METSO A413654 Automation Control Module
  • Metso A413325 Interface Control Module
  • METSO A413110 8-Channel Analog Input Module
  • METSO A413144 Automation Control Module
  • Metso A413160 Digital Interface Control Module
  • METSO A413152 8-Channel Digital Input Module
  • METSO A413240A Automation Control Module
  • METSO A413146 Digital Interface Control Module
  • METSO A413150 Multi-Role Industrial Automation Module
  • METSO A413125 Automation Control / I/O Module
  • Metso A413111 Interface Control Module
  • METSO A413140 Automation Control Module
  • METSO 020A0082 Pneumatic Control Valve Component
  • METSO 02VA0093 Automation Control Module
  • METSO 02VA0153 Actuator Control Module
  • METSO 02VA0190 Automation Control Module
  • Metso 02VA0193 Pneumatic Control Valve Component
  • METSO 02VA0175 Valve Actuator Module
  • METSO D100308 Industrial Control Module
  • MOOG QAIO2/2-AV D137-001-011 Analog Input/Output Module
  • MOOG D136-002-002 Servo Drive or Control Module
  • MOOG D136-002-005 Servo Drive Control Module
  • MOOG D136E001-001 Servo Control Card Module
  • MOOG M128-010-A001B Servo Control Module Variant
  • MOOG G123-825-001 Servo Control Module
  • MOOG D136-001-008a Servo Control Card Module
  • MOOG M128-010 Servo Control Module
  • MOOG T161-902A-00-B4-2-2A Servo-Proportional Control Module
  • MOTOROLA 21255-1 Electronic Component Module
  • MOTOROLA 12967-1 / 13000C Component Assembly
  • MOTOROLA 01-W3914B Industrial Control Module
  • Motorola MVME2604-4351 PowerPC VMEbus Single Board Computer
  • MOTOROLA MVME162-513A VMEbus Embedded Computer Board
  • MOTOROLA MPC2004 Embedded PowerPC Processor
  • Motorola MVME6100 VMEbus Single Board Computer
  • MOTOROLA MVME162PA-344E VMEbus Embedded Computer Board
  • MOTOROLA RSG2PMC RSG2PMCF-NK2 PMC Expansion Module
  • Motorola APM-420A Analog Power Monitoring Module
  • MOTOROLA 0188679 0190530 Component Pair
  • Motorola 188987-008R 188987-008R001 Power Control Module
  • MOTOROLA DB1-1 DB1-FALCON Control Interface Module
  • MOTOROLA AET-3047 Antenna Module
  • Motorola MVME2604761 PowerPC VMEbus Single Board Computer
  • MOTOROLA MVME761-001 VMEbus Single Board Computer
  • MOTOROLA 84-W8865B01B Electronic System Module
  • Motorola MVIP301 Digital Telephony Interface Module
  • MOTOROLA 84-W8973B01A Industrial Control Module
  • MOTOROLA MVME2431 VMEbus Embedded Computer Board
  • MOTOROLA MVME172PA-652SE VMEbus Single Board Computer
  • Motorola MVME162-223 VMEbus Single Board Computer
  • MOTOROLA BOARD 466023 Electronic Circuit Board
  • Motorola MVME333-2 6-Channel Serial Communication Controller
  • MOTOROLA 01-W3324F Industrial Control Module
  • MOTOROLA MVME335 VMEbus Embedded Computer Board
  • Motorola MVME147SRF VMEbus Single Board Computer
  • MOTOROLA MVME705B VMEbus Single Board Computer
  • MOTOROLA MVME712A/AM VMEbus Embedded Computer Board
  • MOTOROLA MVME715P VMEbus Single Board Computer
  • Motorola MVME172-533 VMEbus Single Board Computer
  • Motorola TMCP700 W33378F Control Processor Module
  • MOTOROLA MVME188A VMEbus Embedded Computer Board
  • Motorola MVME712/M VME Transition Module
  • Motorola 30-W2960B01A Industrial Processor Control Module
  • MOTOROLA FAB 0340-1049 Electronic Module
  • Motorola MVME162-210 VME Single Board Computer
  • Motorola MVME300 VMEbus GPIB IEEE-488 Interface Controller
  • MOTOROLA CPCI-6020TM CompactPCI Processor Board
  • Motorola MVME162-522A VMEbus Single Board Computer
  • MOTOROLA MVME162-512A VMEbus Single Board Computer
  • MOTOROLA MVME162-522A 01-W3960B/61C VMEbus Single Board Computer
  • MOTOROLA MVME162-220 VMEbus Embedded Computer Board
  • Motorola MVME162-13 VMEbus Single Board Computer
  • MOTOROLA MVME162-10 VMEbus Single Board Computer
  • RELIANCE 57C330C AutoMax Network Interface Module
  • RELIANCE 6MDBN-012102 Drive System Module
  • RELIANCE 0-60067-1 Industrial Drive Control Module
  • Reliance Electric 0-60067-A AutoMax Communication Module
  • RELIANCE S0-60065 System Control Module
  • RELIANCE S-D4006-F Industrial Drive Control Module
  • Reliance Electric S-D4011-E Shark I/O Analog Input Module
  • RELIANCE S-D4009-D Drive Control Module
  • RELIANCE S-D4043 Drive Control Module
  • Reliance DSA-MTR60D Digital Servo Motor Interface Module
  • RELIANCE 0-60063-2 Industrial Drive Control Module
  • RELIANCE S-D4041 Industrial Control Module
  • Reliance Electric SR3000 2SR40700 Power Module
  • RELIANCE VZ7000 UVZ701E Variable Frequency Drive Module
  • RELIANCE VZ3000G UVZC3455G Drive System Module
  • Reliance Electric S-D4039 Remote I/O Head Module
  • RELIANCE 0-57210-31 Industrial Drive Control Module
  • RELIANCE 0-56942-1-CA Control System Module
  • Reliance Electric 0-57100 AutoMax Power Supply Module
  • RELIANCE 0-54341-21 Industrial Control Module
  • RELIANCE 0-52712 800756-21B Drive Interface Board
  • KEBA PS242 - Power Supply Module
  • KEBA BL460A - Bus Coupling Module
  • KEBA K2-400 OF457/A Operating Panel
  • KEBA T200-M0A-Z20S7 Panel PC
  • KEBA K2-700 AMT9535 Touch Screen Panel
  • KEBA T20e-r00-Am0-C Handheld Terminal
  • KEBA OP350-LD/J-600 Operating Panel
  • KEBA 3HAC028357-001 DSQC 679 IRC5 Teach Pendant
  • KEBA E-32-KIGIN Digital Input Card
  • KEBA FP005 Front Panel
  • KEBA BT081 2064A-0 Module
  • KEBA FP-005-LC / FP-004-LC Front Panel
  • KEBA SI232 Serial Interface
  • KEBA T70-M00-AA0-LE KeTop Teach Pendant
  • KEBA KEMRO-BUS-8 Bus Module
  • KEBA IT-10095 Interface Terminal
  • KEBA RFG-150AWT Power Supply Unit
  • KEBA C55-200-BU0-W Control Unit
  • KEBA Tt100-MV1 Temperature Module
  • KEBA E-HSI-RS232 D1714C / D1714B Interface Module
  • KEBA E-HSI-CL D1713D Interface Module
  • KEBA D1321F-1 Input Module
  • KEBA E-32-D Digital Input Card
  • KEBA C5 DM570 Digital Module
  • KEBA XE020 71088 Module
  • KEBA E-16-DIGOUT Digital Output Card