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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 | 470 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)

  • GE Fanuc - A16B-3200-0020 Circuit Board Industrial Automation Core Component
  • GE IS420UCSBH3A - Advanced Industrial Control Module
  • GE Fanuc - IC693APU300J PAC Systems RX3i PLC Controller
  • GE FANUC - IC693MDL654 Modular Control System
  • GE Fanuc - DS200GDPAG1AEB Industrial Control Module for Advanced Automation
  • GE Fanuc - IC694ACC310 Filler Module Advanced Process Control Solution
  • GE Fanuc - IC200MLD750 Output Module Versamax PLC
  • GE IS220PSCAH1A - Advanced Power Control Module for Turbine Systems
  • GE Fanuc - IC220STR001 Direct Motor Starter for Precision Control
  • GE Fanuc - IC698CPE020-GP Slot Rack Card High Performance Control Module
  • GE FANUC - IC693MDL240 Modular Control Module
  • GE Electric - IC693PBM200-FE Master Module Industrial Automation Control Core Component
  • GE URRHV - Power Supply Advanced Industrial Control
  • GE DS6800CCID1D1D - Industrial I/O Interface Module
  • GE MULTILIN - EPM 9650 POWER QUALITY METER PL96501A0A10000
  • GE Electric - Fanuc IC697CMM742-KL Advanced Type 2 Ethernet Interface Module
  • GE Fanuc - IS200TBAIH1C Analog Input Terminal Board
  • GE FANUC - IC600FP608K IC600LX624L Memory Module for Industrial Automation
  • GE Fanuc - 531X135PRGAAM3 Programmer Card Board
  • GE IC200PER101E - Power Supply
  • GE IS420ESWBH3A - High-Speed Industrial Ethernet IONet Switch
  • GE Electric - EPSCPE100-ABAG Standalone PACSystems RSTI-EP Controller
  • GE IS200ICBDH1ACB - Advanced Industrial Control PCB for Critical Applications
  • GE DS200FCGDH1BAA - Precision Gate Distribution & Status Card for Industrial Control Systems
  • GE Fanuc - IC660HHM501R Portable Monitor for Industrial Automation
  • GE DS200IMCPG1C - Power Supply Interface Board for Industrial Controls
  • GE FANUC - IC695ALG508 Advanced Control Module for Industrial Automation
  • GE VM-5Z1 - PLC Module Programmable Logic Controller
  • GE FANUC - IC754CKF12CTD QuickPanel Control Industrial-grade HMI for Precision Automation
  • GE UR - 9GH UR9GH CPU High-Performance Control Module for Industrial Automation
  • GE IS220PGENH1A - Generator Power Unit (I/O)
  • GE Electric - IS220PD0AH1A Industrial Control System I/O Pack Module
  • GE IC694ALG221B - High-Performance Bus Expansion Cable for Enhanced PLC Connectivity
  • GE IC693MDL752 - High-Performance Negative Logic Output Module
  • GE DS200VPBLG1AEE - High-Performance Circuit Board
  • GE Electric SR745-CASE - 745-W2-P5-G5-HI-T Excellent Value
  • GE IS200TTURH1CBB - High-Performance Programmable Logic Controller Module
  • GE A06B-0227-B100 - Servo Motor Precision
  • GE 8021-CE-LH - High-Performance AC/DC Coil Contactor
  • GE FANUC - IC693BEM340 High-Speed Ethernet Controller Module
  • GE DS200SDCIG2AGB - Advanced DC Power Supply & Instrumentation Board for Industrial Control
  • GE FANUC - IC693CHS397E CPU Base Advanced Control Module for Industrial Automation
  • GE UR7BH - Relay Module High Performance Relay for Industrial Control Applications
  • GE FANUC - A17B-3301-0106 CPU MODULE
  • GE Fanuc - HE693ADC415E Drive Module
  • GE IS200VAICH1D - Analog Input Module for Industrial Control Solutions
  • GE Fanuc - DS200SHCAG1BAA High-Performance Turbine Energy Shunt Connector Board
  • GE Fanuc - IS215VCMIH2CC | Communication Card
  • GE IC690ACC901 - Mini Converter Kit Efficient Communication Solution
  • GE Electric - DS3800HCMC Gas Turbine Daughter Board For Enhanced Control & Efficiency
  • GE Electric - FANUC IC200ALG320C Analog Output Module
  • GE Electric - (GE) IS420UCSBH3A REV D
  • GE IC693MDL646B - Advanced Input Module for Industrial Control Solutions
  • GE IC693MDL730F - Advanced Digital Input Module for Industrial Automation
  • GE IC200ALG240 - Analog Input I/O
  • GE IC660BBD020Y - | DC Source I/O Block
  • GE Electric - IC698ACC735 Shielded Single Slot Faceplate
  • GE Fanuc - IC200MDL730 Discrete Output Module
  • GE IS200VAOCH1B - VME Analog Output CD for MARK VI
  • GE IC200ALG328E - High Precision Analog Output Module
  • GE Fanuc - IC200CHS001 A Cutting-edge VersaMax PLC
  • GE UR6DH - Digital I/O Module Advanced Power System Communication
  • GE Fanuc - IC695CHS007 Universal Control Base
  • GE VMIVME-2540-200 - Intelligent Counter & Controller
  • GE Fanuc - DS200LDCCH1ARA Advanced Mark VI Circuit Board for Industrial Automation
  • GE DS3800HMPG - Cutting-Edge CPU Card for Advanced Industrial Control
  • GE IS220PAICH1B - 10 Analog Inputs & 2 Analog Outputs
  • GE DS200TCQAG1BHF - Analog Input/Output Card Precision Control for Industrial Automation
  • GE FANUC - 531X139APMASM7 Micro Application Board for Industrial Control
  • GE DS3800NPPC - Circuit Board Precision Control in Industrial Automation
  • GE IC200UEX626 - 6-Channel Analog Expansion Module for Advanced Process Control
  • GE IC693PWR331D - Advanced Power Supply for Industrial Automation
  • GE DS200TBQBG1ACB - Advanced RST Analog Termination Board
  • GE Fanuc - DS200TBCAG1AAB Advanced PLC for Industrial Automation
  • GE FANUC - DS200LRPAG1AGF Industrial Line Protection Module
  • GE IC693MDL654 - Advanced Logic Input Module for Industrial Control Systems
  • GE Industrial - Controls IC695LRE001B Transmitter Module
  • GE DS3800HUMB1B1A - Universal Memory Board
  • GE IC660BBD021W - Advanced 3-Wire Sensor Block for Industrial Control Systems
  • GE FANUC - IC694APU300 High-Speed Counter Module
  • GE IC694ACC300 - Input Simulator Module Advanced Control Solutions
  • GE FANUC - IC687BEM713C Advanced Bus Transmitter Module for Industrial Automation
  • GE IS200TGENH1A - Advanced Turbine Control Board for Gas and Steam Turbines
  • GE IC693MDL654F - Advanced Modular PLC Input Module for Industrial Automation
  • GE IS200AEPAH1BMF-P - | IS210BPPCH1AD I/O Pack Processor Board
  • GE IS230TRLYH1B - New in Box | Industrial Control Module
  • GE 489-P5-HI-A20-E - Industrial Generator Management Relay
  • GE Electric - (GE) IS200IVFBG1AAA Fiber Optic Feedback Card for Industrial Automation
  • GE Electric - IC693PWR322LT Advanced Industrial Power Supply
  • GE Fanuc - IC200ALG432 Analog Mixed Module VersaMax
  • GE Fanuc - IC693ALG392 Precision Analog Output for Industrial Control Systems
  • GE Fanuc - IC695ACC402 Evergreen Controller Advanced PLC Solution for Industrial Automation
  • GE IC693ACC300D - Input Simulator Module
  • GE 46-288512G1-F - Advanced Industrial Control Module
  • GE IC755CSS12CDB - High-Performance Control Module
  • GE DS200TCCAG1BAA - High-Performance PLC PC Board
  • GE IC3600TUAA1 - Advanced Industrial Control Module
  • GE 8810 - HI TX-01 Brand New Advanced Industrial Control Module
  • GE 750-P5-G5-D5-HI-A20-R-E - Relay
  • GE Fanuc - IC200MDL330 Network Interface Unit Advanced Networking for Industrial Automation
  • GE Fanuc - IC676PBI008 Waterproof Input Block
  • GE Circuit - Board 304A8483G51A1A
  • GE YPH108B - Measurement Board
  • GE UR6AH - Digital I/O Module Industrial Control
  • GE IC200ALG264E - High Precision Current Analog Input Module
  • GE IS200TRLYH2C - Relay Output Module with Contact Sensing Terminal Board; Manufacturer GE-FANUC
  • GE IC693ALG442B - Advanced Programmable Logic Controller Module
  • GE IC693ACC301 - Lithium Battery Replacement Module
  • GE Fanuc - DS200PTBAG1A Termination Board Advanced Control Module
  • GE IS200VCRCH1BBB - Mark VI Circuit Board
  • GE IS200UCVEH2A - High-Performance Exciter Bridge Interface BOARD for Industrial Automation
  • GE IS220PDIOS1A - Mark VI Control Module
  • GE IS210AEBIH3BEC - Advanced Input/Output Board for MKVI Control Systems
  • GE 6KLP21001X9A1 - AC Variable Frequency Drive
  • GE 531X123PCHACG1 - Advanced Power Supply Interface Card
  • GE Electric - STXKITPBS001 Profibus Interface Module for Industrial Control Systems
  • GE DS200TCRAG1AAA - Industrial Grade Relay Output Board for Enhanced Control Systems
  • GE UR9NH - CPUUR CPU Module
  • GE Electric - DS200TCQFG1ACC
  • GE Electric - Fanuc IC200ALG260H Analog Input Module Precision & Reliability in Automation Solutions
  • GE DS200SLCCG3RGH - Industrial Control Module
  • GE DS3800NMEC1G1H - Industrial Motor Control Module
  • GE Fanuc - 531X113PSFARG1 | Mark VI Circuit Board
  • GE Fanuc - IC693ALG392C Analog Output Module Precision Control in Industrial Automation
  • GE IC693ALG220G - Advanced Input Analog Module for Industrial Automation
  • GE DS200DTBCG1AAA - Industrial Control System's Reliable Core
  • GE F31X301DCCAPG1 - Control Board Advanced Industrial Automation Solution
  • GE Electric - (GE) IS200AEAAH1AAA Mark VI Printed Circuit Board