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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 | 889 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)

  • ALSTOM COP232.2 VME A32/D32.029.232 446 Controller Unit
  • ABB AO2000 LS25 Laser analyzers
  • ABB LM80 Laser level transmitter
  • ABB PM803F 3BDH000530R1 Base Unit 16 MB
  • ABB SD822 3BSC610038R1 Power Supply Device
  • ABB PCD235B1101 3BHE032025R1101 Industrial Control Module
  • ABB AZ20/112112221112E/STD Control Module
  • ABB UAD142A01 3BHE012551R0001 Industrial Control Module
  • ABB 5SHY35L4503 3BHB004693R0001 3BHB004692R0002 5SXE01-0127 main control board
  • ABB FET3251C0P184C0H2 High-Performance Power Module
  • ABB CAI04 Ability ™ Symphony ® Plus Hardware Selector
  • ABB R474A11XE HAFAABAAABE1BCA1XE output hybrid module
  • ABB REF542PLUS 1VCR007346 Compact Digital Bay Control
  • ABB REF542PLUS 1VCF752000 Feeder Terminal Panel
  • ABB PPD113B03-26-100100 3BHE023584R2625 output hybrid module
  • ABB 3BHE022293R0101 PCD232A Communication Interface Unit
  • ABB CI857K01 3BSE018144R1 Module Controller
  • ABB 3ASC25H216A DATX132 Industrial Controller
  • ABB LWN2660-6 High-Voltage Industrial Controller
  • ABB 1MRK00008-KB Control Module
  • ABB SC540 3BSE006096R1 Submodule Carrier
  • ABB REF615C_C HCFFAEAGANB2BAN1XC feeder protection and measurement and control device
  • ABB S-073N 3BHB009884R0021 multi-function servo driver
  • ABB SK827005 SK827100-AS 480V 60HZ coil
  • GE 029.381208 module
  • ABB REF615E_E HBFHAEAGNCA1BNN1XE Module
  • ABB TP830 3BSE018114R1 Baseplate Module
  • ABB TK803V018 3BSC950130R1 Cable Assembly
  • ABB DSRF197 3BSE019297R1 Controller Module
  • ABB DSAO120A 3BSE018293R1 Advanced Analog Output Board
  • ABB DSDP170 57160001-ADF Pulse Counting Module
  • ABB DSBC176 3BSE019216R1 Bus Extender Board
  • ABB DSDO115A 3BSE018298R1 Digital Output Module
  • ABB PM865K01 3BSE031151R1 Processor Unit HI
  • ABB 5SHY3545L0016 3BHB020720R0002 3BHE019719R0101 GVC736BE101 auxiliary DC power supply unit
  • ABB TP853 3BSE018126R1 Power Supply Module
  • ABB REM545AG228AAAA High Precision Control Module
  • ABB CI626A 3BSE005029R1 Communication Interface Module
  • ABB REM615C_D HCMJAEADAND2BNN1CD Motor protection and control
  • ABB TP857 3BSE030192R1 DCS System
  • ABB PP865A 3BSE042236R2 Touch Panel
  • ABB SCYC51020 58052582H Industrial Automation Control Module
  • ABB SCYC51090 58053899E Control Module
  • ABB CB801 3BSE042245R1 Profibus DP Slave Expansion Module
  • ABB 5SHY4045L0001 3BHB018162R0001 IGCT Module
  • ABB 5SHY6545L0001 AC10272001R0101 5SXE10-0181 High-Power IGCT Module
  • ABB RMU811 Module Termination Unit
  • ABB TVOC-2-240 1SFA664001R1001 Industrial Control Module
  • ABB LDSTA-01 63940143B Input/Output (I/O) Module
  • ABB GJR5252300R3101 07AC91H Analog Input/Output Module
  • ABB GJR5252300R3101 07AC91F Industrial Control Module
  • ABB TB711F 3BDH000365R0001 Industrial Control Module
  • ABB TU715F 3BDH000378R0001 I/O Terminal Unit (ITU)
  • ABB DC732F 3BDH000375R0001 Industrial Controller
  • ABB TTH300 Head-mount temperature transmitter
  • ABB UNS3670A-Z V2 HIEE205011R0002 Industrial Automation Module
  • ABB RC527 3BSE008154R1 Redundant System Control Module
  • ABB 5SHY5055L0002 3BHE019719R0101 GVC736BE101 Industrial Control Module
  • ABB PM866 3BSE050200R1 AC800M series PLC core controller
  • ABB UFC718AE01 HIEE300936R0001 Main Circuit Interface Board
  • ABB DSAI130A 3BSE018292R1 Industrial I/O Module Controller
  • ABB 07KT98 GJR5253100R0278 Advanced Controller Module
  • ABB PFTL101B-5.0kN 3BSE004191R1 Power Conversion Module
  • ABB 5SHX1445H0002 3BHL000387P0101 IGCT Module
  • ABB 3HNM07686-1 3HNM07485-1/07 Controller Module
  • ABB DSCS131 57310001-LM DS Communication Board
  • ABB DSBC172 57310001-KD BUS REPEATER
  • ABB DSRF180A 57310255-AV Digital Remote I/O Module
  • ABB DSTC175 57310001-KN Precision Control Module
  • ABB DSSB140 48980001-P Battery Unit Industrial Control Module
  • ABB UAC389AE02 HIEE300888R0002 PCB Board
  • ABB PFTL101B 20KN 3BSE004203R1 DCS Module
  • ABB UFC718AE101 HIEE300936R0101 PCB Circuit Board
  • ABB UNS2880b-P,V2 3BHE014967R0002 Control Board
  • ABB UNS0887A-P 3BHE008128R0001 Communication Module
  • ABB UNS2882A-P,V1 3BHE003855R0001 EGC Board
  • ABB UNS2882A 3BHE003855R0001 Interface Board
  • ABB UNS4881b,V4 3BHE009949R0004 Controller
  • ABB 216EA62 1MRB150083R1/F 1MRB178066R1/F 216EA62 Redundant system modules
  • ABB 216DB61 HESG324063R100/J Controller Module
  • ABB PFSK142 3BSE006505R1 Control board
  • ABB DSAI133A 3BSE018290R1 Analog Input Module
  • ABB PFTL201C-10KN 3BSE007913R0010 Load Cells
  • ABB CI858-1 3BSE018137R1 Industrial Module
  • ABB 5SHY35L4520 5SXE10-0181 AC10272001R0101 Controller
  • ABB TU847 3BSE022462R1 Module Termination Unit
  • ABB 6231BP10910 PLC Analog Output Module
  • ABB 07BR61R1 GJV3074376R1 Distributed I / O Coupler
  • ABB DI93A HESG440355R3 Digital Input Module
  • ABB IC660BBA104 6231BP10910 Industrial Control Module
  • ABB TP858 3BSE018138R1 Module Controller
  • ABB PFEA111-65 3BSE050090R65 Tension Electronics Module
  • ABB DSMB-02C 3AFE64666606 Power Supply Board
  • ABB MC91 HESG440588R4 HESG112714/B Wireless Router Modules
  • ABB PPD113-B03-23-111615 Excitation system controller
  • ABB AB91-1 HESG437479R1 HESG437899 Graphics Expansion Module
  • ABB IT94-3 HESG440310R2 HESG112699/B controller
  • ABB NF93A-2 HESG440280R2 HESG323662R1/HESG216665/K Module Controller
  • ABB IW93-2 HESG440356R1 HESG216678/B I/O module
  • ABB PM861K01 3BSE018105R1 Processor Module
  • ABB RB520 Dummy Module For Submodule Slot
  • ABB SR511 3BSE000863R1 SR511 Regulator 24V/5V
  • ABB DSDP140B 57160001-ACX Counter Board
  • ABB T-1521Z High-Performance Industrial Controller
  • ABB R-2521Z Industrial Control Module
  • ABB COM0002 Industrial Communication Module
  • ABB TAS.580.0550G00 Industrial Controller Module
  • ABB TAS.580.0560G00 Industrial Controller Module
  • ABB SPAJ110C Earth-fault relay
  • ABB TP858 3BSE018138R1 Industrial Control Module
  • ABB SD821 3BSC610037R1 Digital Controller
  • ABB 128877-103 High Precision Industrial Control Module
  • ABB CI853-1 communication interface module
  • ABB PM861K01 3BSE018105R1 Processor Module
  • ABB 5SDF1045H0002 IGBT Silicon Controlled Rectifier
  • ABB TC512V1 3BSE018059R1 Bus Module
  • ABB UCD240A101 Industrial Controller Module
  • ABB TC820-1 Industrial Control Module
  • ABB PM820-2 PLC Pulse Counter Module
  • ABB PM820-1 3BSE010797R1 Processor Module
  • ABB TP830 Industrial Automation Control Module
  • ABB 3ASC25H705/7 control module
  • ABB UAD154A Industrial Automation Module
  • ABB PPD113B01-10-150000 3BHE023784R1023 Controller Module
  • ABB UNS2880B-P V1 Digital I/O Module
  • ABB PFEA112-20 3BSE050091R20 Tension Control amplifier
  • ABB CI810B 3BSE020520R1 AF 100 Fieldbus Communication
  • ABB PPC380AE02 Industrial Control Module