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

F: | Au:佚名 | DA:2023-12-19 | 1437 Br: | 🔊 点击朗读正文 ❚❚ | 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)

  • Basler Electric BE1-700 Digital Protective Relay
  • Basler Electric SR8A-2B01B3A Static Voltage Regulator
  • Basler Electric SR4A-2B01B3E Static Voltage Regulator
  • Basler Electric 9017709102 PC Board
  • Basler Electric SR4A-2B01B3A Static Voltage Regulator
  • Basler Electric PRS-250 Veri-Sync Relay
  • Basler Electric 9066800102 Excitation Support System
  • Basler Electric BE1-87G Generator Differential Relay 9 1708 18 100
  • Basler Electric 36T865-2 BE03752001 Power Supply
  • Basler Electric M-300 149D940G02 Power Supply
  • Basler Electric ACA2040-25GM 4Mp 25Fps Area Scan Camera
  • Basler BE1-87G-S1A-A1C-A0N0 Differential Relay
  • Basler SR8A-2B06B3E Static Regulator SR8A2B06B3E
  • Basler SCP-210 Frequency Controller 9095400100
  • Basler BE1-59-A3E-A1J-N1N3F Overvoltage Relay BE159A3EA1JN1N3F
  • Basler 9 2011 11 100 Bracket Mounted Terminal Unit
  • Basler 9 1606 00 101 Voltage Regulator
  • Basler CBS-377 Current Boost System 9109600102
  • Basler 8650C72 Exciter Control Module PCB Rev 5
  • Basler C2EE1PA0N1F BE1-32R Reverse Power Relay
  • ADLINK HPCI-14S12U - Industrial Control Backplane 12PCI Backplane PCI-14S Passive Backplane
  • ADLINK PCIe-GIE74C - image acquisition card 4-CH GigE Vision PoE+ Frame Grabber
  • ADLINK PCI-8164 - control card 4-Axis Advanced Motion Controller Board
  • ADLINK PCIe-U304 - 4 Port USB3 PCIe Frame Grabbers USB Screw Hole Card
  • ADLINK PCI-9112 - Multi-Function Data Acquisition Card DAQ Card
  • ADLINK PCI-7432 - 51-12013-0A50 4-CH Isolated Numérique I/O PCI Cartes Digital I/O Card
  • ADLINK PCA-6106P3-0C1 REV.C1 - backplane 6-Slot Passive Backplane Board
  • ADLINK PCI-7224 - 24-CH Opto-Isolated Digital I/O PCI Board
  • ADLINK CPCI-7433R(G) - Digital Input Board Rear I/O CompactPCI Card
  • ADLINK EBP-13E4 - 51-46703-0A30 Industrial PC Backplane Passive Backplane
  • ADLINK PCIE-HDV62 - Image acquisition card High Definition Video Frame Grabber
  • ADLINK EBP-13E4 - 51-46703-0A30 Industrial Backplane Board Passive Backplane
  • ADLINK 90111-B1 / CPCI-6770 - PCB CPU MODULE CompactPCI Single Board Computer
  • ADLINK PCI-7248 - DATA ACQUISITION PCI CARD 48-CH Parallel Digital I/O Board
  • ADLINK PCI-7230 - 51-12003-0a50 board PCI7230 32-CH Isolated Digital I/O Card
  • ADLINK PCI2A000CB - 51-20000-0B30 Multi-Function DAQ Card Baseboard
  • ADLINK PCI-8134-005 - 4-Axis Motion Controller Card
  • ADLINK PCI-7224 - 24-CH Opto-Isolated Digital I/O PCI Card
  • ADLINK PCI-7434 - 64-CH Isolated Digital Output Card
  • ADLINK PCI-8132 - motion control card 2-Axis Servo & Stepper Controller
  • ADLINK PCI-8134 - Motion Controller PCI Card 4-Axis Controller Board
  • ADLINK PCI-8164 - Motion Control Card 51-12406-0A40 4-Axis Controller
  • ADLINK 51-12001-0C20 - Circuit Board Data Acquisition Interface Module Hardware
  • ADLINK NuPR0-840 - industrial control motherboard Full-Size PICMG CPU Board
  • ADLINK PCI-7444 - 51-12023-0A10 card 128-CH Isolated Digital Output Board
  • ADLINK PCI-1612B - data acquisition card 4-Port RS-232/422/485 Serial Communication Card
  • ADLINK PCI-6208V 009 - 8/16-CH 16-Bit Analog Output Cards PCB-I-E-482=6BX3
  • ADLINK NUPRO-935A/LV - industrial control motherboard Full-Size PICMG SBC Board
  • ADLINK PCI-9114DG - Multi-Function DAQ Card Data Acquisition PCI Card
  • ADLINK ACL-7130 - Data acquisition card Isolated Digital I/O Board
  • ADLINK ABX-6300D-4E1-BP - board ABX6300D4E1BP Video Interface Expansion Card
  • ADLINK CPCI-6940 - CPCI-6940/D1539/M16-0(EA)-000E 6U CompactPCI Processor Board
  • ADLINK NuPRO-760 - industrial control motherboard Half-Size PICMG SBC CPU Board
  • ADLINK IMB-M42H (G)-0020 - industrial control motherboard LGA1155 Micro-ATX Mainboard
  • ADLINK RTV-24 / PCI-MP4S - 51-12519-1C30 4-Channel Real Time Video Capture Board
  • ADLINK PCI-8134 - 4-Axis Servo & Stepper Motion Controller Card
  • ADLINK MXC-6101D - V.PC000.002.ST.00 Box PC Configurable Embedded Computer
  • ADLINK PCI-8134A - 51-12421-0A10 Motion Control Card 4-Axis Controller Card
  • ADLINK DIN-100S / DIN-100SA1 - Technology SCSI-II TB 100-PIN Terminal Block Board
  • ADLINK DIN-812M001 / DIN812M001 - 51-14034-0A1 51140340A1 Terminal Module Breakout Interface
  • ADLINK PCI-8164 - Servo motion control 4-Axis Advanced Controller Card
  • ADLINK PCIe-GIE64 - Acquisition card GigE Vision PoE+ Frame Grabber
  • ADLINK M-302 - Industrial control motherboard ATX PC Board Mainboard
  • ADLINK PCI-8134 - Motion Controller PCI Card 4-Axis Controller Board
  • ADLINK PCI-RTV24 - Image capture card Analog Video Frame Grabber
  • ADLINK PCI-8102 - Motion control card 2-Axis Servo & Stepper Controller Board
  • ADLINK PCI-9112 REV.B1 - Card Multi-Function Data Acquisition Card
  • ADLINK HSI-DI32-M-N / HSL-TB32-M-DIN - Discrete I/O MODULE Distributed Automation Module System
  • ADLINK PCI-7296 - IO card REV.A3 96-CH Parallel Digital I/O Card
  • ADLINK DIN-814P-A4 / 814Y - terminal board Motion Control Interface Block
  • ADLINK DIN-814P-A4 - 51-14056-0A10 PCB-I-E-2736=ZA01 Screw Terminal Board Breakout
  • ADLINK M-322 - motherboard Industrial Control Computer Mainboard
  • ADLINK NUPRO-406 REV:B1 - industrial control motherboard Full-Size PICMG CPU Board
  • ADLINK AMP-204C - card DSP-Based 4-Axis Advanced Pulse-Train Controller
  • ADLINK HPCI14S REV.B1 - industrial computer baseboard 14-Slot Passive Backplane
  • ADLINK PCI-7250 - 8-CH Relay Output & 8-CH Isolated DI PCI Card
  • ADLINK EBP-13E2 - baseplate Passive Backplane Industrial Computer Chassis Board
  • ADLINK LPCI-3488A - PCI-GPIB card 51-12801-0A30 acquisition card IEEE-488 Interface Board
  • ADLINK PCI-6216V-GL - 51-12201-0C30 16-CH 16-Bit Voltage Analog Output Card
  • ADLINK ACL-8454 - 16-CH Isolated Digital I/O & 4-CH Counter Card
  • ADLINK HPCI-9S7U - backplane Passive Backplane Compatible with NuPRO-A301 852 841 842
  • ADLINK DAQ-2010-007 - Simultaneous-Sampling Multi-Function Data Acquisition Card
  • ADLINK MP-C154 - 51-64205-0A10 Motion Control Card 4-Axis Controller Board
  • ADLINK MXE-202/mSSD16B/WiFi-BT - Matrix Rugged I/O Platform Embedded Fanless Computer
  • ADLINK CM-920-R-17 - PC/104-Plus Single Board Computer Module Intel Celeron M
  • ADLINK PCI-7250 NSMP - 8-CH Relay Output & 8-CH Isolated DI Card
  • ADLINK PCI-8164 - 4-Axis Motion Controller PCI Card W/ Cable and Breakout Box
  • ADLINK EMX-100 - Ethernet-based 4-axis Motion Controllers Distributed Motion Module
  • ADLINK PCI-8134A - Press control card 4-Axis Motion Controller Board
  • ADLINK M-845EG REV:3.2 - industrial motherboard Pentium 4 Socket 478 Micro-ATX
  • ADLINK PCI-9114A Rev A2 DG - card High-Resolution Multi-Function Data Acquisition Board
  • ADLINK IEC-915GV - REV 1.1 Industrial motherboard Socket 478 CPU Board
  • ADLINK PCI-9111DG(G) - Data Acquisition Card Multi-Function DAQ Card
  • ADLINK HPCI-15S10 REV:B2 - Industrial computer base plate Passive Backplane Board
  • ADLINK NuPR0-840 / NuPR0-840DV - industrial control motherboard Full-size PICMG CPU Board
  • ADLINK RTV-24 / PCI-MP4S - 51-12519-1C30 4-Channel Real Time Video Capture Board
  • ADLINK NUPRO-780 - industrial control motherboard Pentium III Single Board Computer
  • ADLINK PCI-7296 - 0050 card 96-CH Opto-Isolated Parallel DIO Card Set
  • ADLINK NUPRO-780 - industrial control motherboard PICMG Full-Size SBC
  • ADLINK PCI-7248 - 51-12006-0A3 002 Pci 7248 48-CH Parallel Digital I/O Card
  • ADLINK PCI-7230 - 32-CH Isolated Digital I/O Card
  • ADLINK AMP-204C - motion control card 4-Axis Advanced Controller Board
  • ADLINK PCI-1714UL - Card Ultra High-Speed 4-CH Simultaneous Sampling DAQ
  • ADLINK NuPRO-E330 - industrial computer equipment motherboard PICMG 1.3 SHB SBC
  • ADLINK AMP-204C - DSP-Based 4-Axis Advanced Pulse-Train Motion Controller Module
  • ADLINK PCI-7256 - 001 51-12206-0A2 REV.A2 LPCI-7256 16-CH Latching Relay Output Card
  • ADLINK ND6050 - NUDAM DIGITAL I/0 MODULE Distributed I/O Unit
  • ASEM BM100 - Box PC Embedded Fanless Industrial Computer
  • ADLINK PCI-7250 - PCI Acquisition Card 8-CH Relay Output & Isolated DI Board
  • ADLINK PCI-8164 - Servo motion control 4-Axis Controller Card
  • ADLINK NuPRO-A40H - Industrial Motherboard 51-41807-1A30 OSP LGA1155 H61
  • ADLINK ADMAX X300 SERVER - 51066010-0A30 motherboard Multi-Processor Mainboard
  • ADLINK CMe-GIE62+ - 51-32903-0A30 control card PC/104-Plus GigE Vision Frame Grabber
  • ADLINK NUPRO-780 - industrial control motherboard Full-Size PICMG SBC CPU Board
  • ADLINK ETX-AT-N270-18/GKTEL - 51-71111-OB10 motherboard ETX CPU Module Board
  • ADLINK DIN-812M - interface module Terminal Block Connection Board
  • ADLINK IMB-M42H - industrial control motherboard LGA1155 Micro-ATX Mainboard
  • ADLINK PXIS-2508 - 8-slot 3U PXI Instrument Chassis Power Hardware Assembly
  • ADLINK AMP-208C - Motion Control card DSP-Based 8-Axis Pulse-Train Controller
  • ADLINK PCI-9111 / PCI-9111DG - Multi-Function Data Acquisition Card DAQ Board
  • ADLINK IEEE-488 GPIB card - Bus Interface Controller Communication Board
  • ADLINK RTV-24 - 51-12519-1C30 image acquisition card Video Frame Grabber Card
  • ADLINK TB-24P/24-01 - Board 24 Way Screw Terminal Breakout Board
  • ADLINK HSL-DI16DO16-DB-NN - 51-23015-0A40 Distributed Discrete I/O Module Set
  • ADLINK PCI-7442 - switch quantity card data acquisition card 64-CH Isolated Card
  • ADLINK ACL-7130 REV. B2 - industrial control capture card Isolated Digital I/O PCI Card
  • ADLINK PCI-6S / PCI6S - Backplane 6-Slot Passive Backplane Chassis Board
  • ADLINK ACL-8113A - card Isolated Digital Input Card