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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 | 1018 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 L0130AD L0130AE-0H Digital Input Module
  • FOXBORO 0399085B 0303440C+0303458A combination control module
  • FOXBORO SY-0399095E SY-0303451D+SY-0303460E DC power module
  • FOXBORO 0399071D 0303440C+0303443B Combination Control Board
  • FOXBORO RH924UQ controller module
  • FOXBORO E69F-TI2-S dual line temperature transmitter
  • FOXBORO 0399144 SY-0301059F SY-1025115C/SY-1025120E Combination Control Board
  • FOXBORO SY-60399001R SY-60301001RB SY-60702001RA/SY-61025006RA/SY-61025004RA/SY-61025001RA High performance industrial control module
  • FOXBORO 0399143 SY-0301060R SY-1025115C/SY-1025120E Sensor
  • FOXBORO 873EC-JIPFGZ Industrial Control Module
  • FOXBORO FBM230 P0926GU Communication Module
  • FOXBORO P0916PH P0916JS Input/Output Module
  • FOXBORO P0916PH P0916AL I/O module
  • FOXBORO 870ITEC-AYFNZ-7 Intelligent Electrochemical Transmitter
  • FOXBORO FBM207 P0914TD Voltage Monitor
  • FOXBORO FBM201D Discrete Input Module
  • FOXBORO P0923ZJ switch I/O interface module
  • FOXBORO P0923NG Intelligent Differential Pressure Transmitter
  • FOXBORO P0916KN power module
  • FOXBORO P0916KM I/A series module
  • FOXBORO P0916WE Terminal Cable
  • FOXBORO P0916VB power supply module
  • GE Hydran M2-X Transformer Condition Monitoring Device
  • FOXBORO P0916VL control module
  • FOXBORO P0916VC High Performance Terminal Cable
  • FOXBORO P0916WG system module
  • FOXBORO P0972ZQ interface channel isolation 8-input module
  • FOXBORO P0973BU high-frequency fiber optic jumper
  • FOXBORO P0926MX Splasher Confluencer
  • FOXBORO P0961S connector module
  • FOXBORO P0903NU system module
  • FOXBORO CM902WM control module
  • FOXBORO P0972VA ATS Processor Module
  • FOXBORO P0916Js digital input terminal module
  • FOXBORO PO961BC/CP40B control module
  • FOXBORO PO916JS Input/Output Module
  • FOXBORO PO911SM Compact Monitoring Module
  • FOXBORO P0972PP-NCNI Network Interface Module
  • FOXBORO P0971XU Control System Module
  • FOXBORO P0971DP Controller
  • FOXBORO P0970VB control module
  • FOXBORO P0970BP (internal) cable assembly
  • FOXBORO P0961EF-CP30B High Performance Digital Output Module
  • FOXBORO P0961CA fiber optic LAN module
  • FOXBORO P0926TM Modular I/O PLC Module
  • FOXBORO P0916BX series control system input/output module
  • FOXBORO P0916AG Compression Period Component
  • FOXBORO P0916AC I/A series module
  • 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