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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 | 1002 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)

  • FOXBORO P0912CB I/O Terminal Module
  • FOXBORO P0911VJ high-precision control module
  • FOXBORO P0911QC-C 8-channel isolated output module
  • FOXBORO P0911QB-C High Performance Industrial Module
  • FOXBORO P0903ZP Embedded System Debugging Module
  • FOXBORO P0903ZN control module
  • FOXBORO P0903ZL High Frequency Industrial Module
  • FOXBORO P0903ZE I/A series fieldbus isolation module
  • FOXBORO P0903NW Industrial Control Module
  • FOXBORO P0903NQ control module
  • FOXBORO P0903AA Industrial Control Module
  • FOXBORO FBM205 cable
  • FOXOBORO P0960HA I/A series gateway processor
  • FOXBORO P0926TP high-performance control module
  • FOXBORO P0926KL control module
  • FOXBORO P0926KK PLC system functional module
  • FOXBORO P0924AW wireless pressure transmitter
  • FOXBORO P0916NK differential pressure transmission cable
  • FOXBORO P0916JQ PLC module
  • FOXBORO P0916JP I/A series control module
  • FOXBORO P0916GG Digital Input Module
  • FOXBORO P0916DV I/A series digital input module
  • FOXBORO P0916DC Terminal Cable
  • FOXBORO P0916DB I/A series PLC module
  • FOXBORO P0914ZM recognition module
  • FOXBORO P0902YU control module
  • FOXBORO P0901XT Process Control Unit
  • FOXBORO P0800DV fieldbus extension cable
  • FOXBORO P0800DG Standard Communication Protocol Module
  • FOXBORO P0800DB Universal I/O Module
  • FOXBORO P0800DA Industrial Control Module
  • FOXBORO P0800CE control module
  • FOXBORO P0700TT Embedded System
  • FOXBORO P0500WX Control System Module
  • FOXBORO P0500RY Terminal Cable Assembly
  • FOXBORO P0500RU control module
  • FOXBORO P0500RG Terminal Cable
  • FOXBORO P0400ZG Node Bus NBI Interface Module
  • FOXBORO P0400GH fieldbus power module
  • FOXBORO FBM207B Voltage Monitoring/Contact Induction Input Module
  • FOXBORO FBM205 Input/Output Interface Module
  • FOXBORO FBM18 Industrial Controller Module
  • FOXBORO FBM12 Input/Output Module
  • FOXBORO FBM10 Modular Control System
  • FOXBORO FBM07 Analog/Digital Interface Module
  • FOXBORO FBM05 redundant analog input module
  • FOXBORO FBM02 thermocouple/MV input module
  • FOXBORO FBI10E fieldbus isolator
  • FOXBORO DNBT P0971WV Dual Node Bus Module
  • FOXBORO CP30 Control Processor
  • FOXBORO CM902WX Communication Processor
  • FOXBORO AD202MW Analog Output Module
  • FOXBORO 14A-FR Configuration and Process Integration Module
  • FOXOBORO 130K-N4-LLPF Controller
  • FUJI FVR004G5B-2 Variable Frequency Drive
  • FUJI FVR008E7S-2 High Efficiency Industrial Inverter
  • FUJI FVR008E7S-2UX AC driver module
  • FUJI RPXD2150-1T Voltage Regulator
  • FUJI NP1PU-048E Programmable Logic Control Module
  • FUJI NP1S-22 power module
  • FUJI NP1AYH4I-MR PLC module/rack
  • FUJI NP1BS-06/08 Programmable Controller
  • FUJI NP1X3206-A Digital Input Module
  • FUJI NP1Y16R-08 Digital Output Module
  • FUJI NP1Y32T09P1 high-speed output module
  • FUJI NP1BS-08 Base Plate​
  • FUJI A50L-2001-0232 power module
  • FUJI A50L-001-0266 # N Programmable Logic Control Module
  • GE GALIL DMC9940 Advanced Motion Controller
  • GE DMC-9940 Industrial Motion Control Card
  • GE IS200AEADH4A 109W3660P001 Input Terminal Board
  • GE IC660HHM501 Portable Genius I/O Diagnostic Display
  • GE VMIVME 4140-000 Analog Output Board
  • GE VMIVME 2540-300 Intelligent Counter
  • GE F650NFLF2G5HIP6E repeater
  • GE QPJ-SBR-201 Circuit Breaker Module
  • GE IC200CHS022E Compact I/O Carrier Module
  • GE IC695PSD140A Input Power Module
  • GE IC695CHS016-CA Backboard
  • GE IC800SS1228R02-CE Motor Controller
  • GE IS215WEMAH1A Input/Output Communication Terminal Board
  • GE CK12BE300 24-28V AC/DC Contactor
  • GE CK11CE300 contactor
  • GE DS3800NB1F1B1A Control Module
  • GE VMIVME2540 Intelligent Counter
  • GE 369B1859G0022 High Performance Turbine Control Module
  • GE VME7865RC V7865-23003 350-930007865-230003 M AC contactor
  • GE SR489-P5-H1-A20 Protection Relay
  • GE IS200AEPGG1AAA Drive Control Module
  • GE IS215UCCCM04A Compact PCI Controller Board
  • GE VME7768-320000 Single Board Computer
  • GE SR489-P5-LO-A1 Generator Protection Relay
  • GE IS215WETAH1BB IS200WETAH1AGC Input/Output Interface Module
  • GE D20 EME210BASE-T Ethernet Module
  • GE IS200EXHSG3REC high-speed synchronous input module
  • GE IS200ECTBG1ADE exciter contact terminal board
  • GE VPROH2B IS215VPROH2BC turbine protection board
  • GE F650BFBF2G0HIE feeder protection relay
  • GE SLN042 IC086SLN042-A port unmanaged switch
  • GE SR489-P1-HI-A20-E Generator Management Relay
  • GE IS400JPDHG1ABB IS410JPDHG1A track module
  • GE IS410STAIS2A IS400STAIS2AED Industrial Control Module
  • GE IS410STCIS2A IS400STCIS2AFF Industrial Control Module
  • GE DS200DCFBG2BNC DS200DCFBG1BNC DC Feedback Board
  • GE VME5565 VMIVME-5565-11000 332-015565-110000 P Reflective Memory
  • GE VMIVME-7807 VMIVMME-01787-414001 350-00010078007-414001 D module
  • GE IS220PDOAH1A 336A4940CSP2 Discrete Output Module
  • GE VMIVME-4150 Analog Output Module
  • GE WESDAC D20 PS Industrial Power Module
  • GE 369B1860G0031 servo drive module
  • GE 369B1859G0021 Input/Output Module
  • GE 208D9845P0008 Motor Management Relay
  • GE IS420UCSCH1A-F.V0.1-A Independent Turbine Controller
  • GE D20EME10BASE-T 820-0474 Ethernet Interface Module
  • GE DS200DCFBG2BNC MRP445970 DC Feedback Board
  • GE IC800SSI228RD2-EE servo motor controller
  • GE IS200JPDMG1ACC S1AT005 Digital Input/Output (I/O) Module
  • GE IS200TSVCH1AED servo input/output terminal board
  • GE IS200TTURH1CCC S1DF00Z Terminal Turbine Plate
  • GE IS200TSVCH1ADC S1CX01H servo input-output board
  • GE IS200TRPGH1BDD S1C5029 Trip Solenoid Valve Control Board
  • GE IS220YAICS1A L Analog Input/Output Module
  • GE UCSC H1 IS420UCSCH1A-F-VO.1-A Controller Module
  • GE UCSC H1 IS420UCSCH1A-B Communication Processing Module
  • GE IC697VDD100 Digital Input Module
  • GE V7768-320000 3509301007768-320000A0 Controller Module
  • GE IS410TRLYS1B Relay Output Module
  • GE IS415UCVGH1A V7666-111000 VME Control Card