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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 | 1235 次浏览: | 🔊 Click to read aloud ❚❚ | 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)

  • OPTO 22 SNAP-IDC5D Digital Input Module for Automation
  • OPTO 22 SNAP-AITM-2 Thermocouple Module
  • ORIENTAL A4722-9215KM Cooling Fan
  • ORIENTAL MOTOR 2GK180K Gearhead Specifications
  • OSRAM DULUX L 36W 840 865 Lamp Specification
  • OTHER FLASH SERIES 2 Memory Module Data
  • OVATION 1X00458H01 Control Module Specification
  • Emerson Ovation 1C31157G02 Event Sequence Module
  • Emerson Ovation 5X00070G04 Analog Input Module
  • OXIDE 0020-31655 Industrial Controller
  • ABB FAU810 C87-11006 / C10-12010 Flame Analyzer
  • Pilz PSSu E F 4DI Safety Input Module
  • Pepperl+Fuchs KFD2-UFC-1.D Frequency Converter
  • Pacific Scientific VDE0530-S1 Stepper Motor
  • Pacific Scientific 6410-001-N-N-N Stepper Drive
  • PACIFIC LA23GCKC-1Y Servo Motor Reliable Automation Motion Solution
  • PACIFIC LA23GCKX-P500A Servo Motor Advanced Industrial Motion Control
  • PACIFIC LA23GCKC-P500A High Precision Servo Motor for Industrial Automation
  • Pacific Scientific E32NCHA-LNN-NS-00 Hybrid Stepper Motor
  • Pacific Scientific SCE903A3-002-01 Servo Drive
  • Pacific Scientific 6410-024-N-N-N Stepper Motor Drive
  • PALCLEAN JD-BXG Industrial Control Module
  • Panametrics 704-673-20 Ultrasonic Flow Meter
  • Panasonic MSD043A1XX AC Servo Driver
  • Panasonic KX-FT936CN Plain Paper Fax Machine
  • Panasonic DL-1109CWS Electric Bidet Toilet Seat
  • PACIFIC SCIENTIFIC 33VM52-000-29 LDA-196-1000CE Servo Motor Controller
  • PACIFIC LA23GCKC-1G Linear Actuator Specifications
  • PACIFIC PC3406AI-001-E Stepper Controller Manual
  • PACIFIC SCE904AN-002-01 Servo Drive Analysis
  • PACIFIC 6445-001-K-N Digital Servo Drive Details
  • PACIFIC SCIENTIFIC R43HCNA-R2-NS-VS-00 Motor Data
  • Pacific Scientific H32NCHA-LNN-NS-00 Hybrid Motor Performance
  • ABB DSAI130DK01 3BSE020828R1 Analog Input Module
  • Parker 466966-0001-3820 Industrial Component Data
  • PARKER ZETA6104 Microstepping System
  • PARKER COMPAX 2500S/F3 Servo Drive Manual Details
  • PARKER CX-DH Indexer Drive Technical Specifications
  • PARKER 6K8 Motion Controller Features and Specifications
  • PARKER EVM32-BASE I/O Module Base Technical Specification
  • ABB Pb PN-112718 Digital Input Module
  • Pb PN-45734 PN-73899 Industrial Automation Module
  • Control Techniques Pb PN-40856 Industrial Control Module
  • Pb PN-104412 4002910956 Industrial Control Module
  • Siemens Pb PN-41513 Industrial Ethernet Module
  • Pelco PA30-0065-00-A1 PTZ Decoder Module
  • Pentek FILTER 3F11 800000919 Pleated Filter Cartridge
  • Pepperl+Fuchs RSD-TI-EX8 Temperature Input Module
  • PERITEK AC7-00712-1113 Industrial Interface Module
  • PFEIFFER EVR116 Vacuum Control Module
  • Pepperl+Fuchs RSD-CI-EX8 Hazardous Area Interface Module
  • PEPPERL+FUCHS 2108HAT Intrinsic Safety Barrier Module
  • Philips 958481320201 PROC+ Processing Unit
  • Philips 958481321300 PSB Power Supply Board
  • Philips 958481321220 PD208 Power Module
  • PHILIPS 958481321200 PD216 Control Module
  • PHILIPS 958481320201 PROC PLUS Control Module
  • Philips 958481320400 PIF Interface Module
  • Philips 958481320100 LCB Control Board
  • PHILIPS 958481223220 Industrial Control Module
  • PHILIPS 958481223223 Industrial Control Module
  • PHILIPS 958481321300 Industrial Control Module
  • PHILIPS SCM040 Digital Output Synchronization Module
  • PHILIPS DSI020 Data Storage Interface Module
  • PHILIPS OPM010 Optoelectronic Control Module
  • PHILIPS VBM010 Industrial Automation Module
  • PHILIPS VBM030 Turbine Supervisory Instrumentation
  • PHILIPS PR1613 Industrial Control Module
  • PHOENIX PATG1/23 1013847 Ground Terminal Block
  • Phoenix Contact IB ST 24 AI 4/SF Analog Input
  • Phoenix Contact OPC5315-004-AB Industrial PC
  • Phoenix Contact UMK-SE11.25-1 Side Element
  • PHOENIX 2961192 Relay Module
  • PHOENIX IB ST ZF 24 AI 4/SF Analog Input Module
  • Phoenix Contact PLC-BSC-24DC/21 Relay Base
  • Phoenix Contact UK6N Feed-Through Terminal Block
  • Phoenix Contact UK4-T Disconnect Terminal Block
  • Phoenix UK3N Screw Terminal Block
  • Phoenix QUINT-PS-100-240AC/10 Power Supply
  • Phoenix QUINT PS-100-240AC/24DC/10 Power Supply
  • Phoenix UT 6-HE SI Surge Protection Terminal Block
  • Phoenix UT 4-MTD Feed-through Terminal Block
  • Phoenix UT 4-HE SI Surge Protection Terminal Block
  • Phoenix IBS 24BK-I/O-T Bus Coupler
  • Phoenix Contact HDFK4 High-Current Terminal Block
  • PHOENIX ST-SI-UK4 Fuse Terminal Block
  • PHOENIX FLMC10BASE-T/FO G850 Fiber Media Converter
  • PHOENIX CONTACT QUINT-PS-100-240AC/24DC/40 Power Supply
  • PHOENIX CONTACT QUINT-DIODE/40 Redundancy Module
  • Phoenix Contact 2884208 Wireless I/O MUX
  • Photonetics 3646 HE 1540 Tunable Laser Source
  • PI C-663.12 Mercury Multi-Axis Step Motor Controller
  • PI C-663.10 Mercury Step Motor Controller
  • Pillar CB6687-2L Industrial Communication Board
  • Pilz DE-106712 A.F.051.5/01 Safety Module
  • Pilz 680003 Safety Relay Module Set
  • Pilz 301140 PNOZ X3 Safety Relay
  • Pilz P1U-1NB Safety Relay
  • Pioneer PM3398B-6-1-3-E Power Supply
  • Pioneer Magnetics PM3326B-6-1-2-E Power Supply
  • Pioneer Magnetics HYRSP-1500-56 Power Supply
  • Pioneer Magnetics PM3398B-6-1-3-E Power Supply
  • Pioneer Magnetics PM3328BP-6 Power Supply
  • Potter & Brumfield SDAS-01-7Y2S1024 Relay
  • Powec PMP10.48 SIC High-Efficiency Rectifier
  • Powerbox PU200-31C Industrial DC-DC Converter
  • PIONEER MAGNETICS PM3398BP-6-1-3-E Power Supply Module
  • PIONEER MAGNETICS PM1253AL-6-3-Z03 Power Supply Module
  • Powerex PD411811 Rectifier Diode Module
  • Power-One MAP55-1024 AC-DC Power Supply
  • ProSoft MVI56-MDA4 ControlLogix Multi-Protocol
  • POLYSPED PRD2-200 Industrial Drive Module
  • P-OPEN P-OPEN-P4-150 PAC-OP150 Operator Panel
  • ABB Processor 958481321210 350211080320 Rugged CPU
  • ABB Processor 958481320201 350211080460 Safety CPU
  • ABB Processor 958481321200 350211080320 CPU Module
  • ABB Processor 958481321220 350211080320 CPU Module
  • ABB Processor 958481320100 350211080090 CPU Module
  • Pro-Face PL5901-T42-24V HMI Touch Panel
  • PROFIBUS PB3-VME-1-E V1.2.2 Interface Card
  • PROMESS 850040060P Force Displacement Monitor
  • PROSOFT AN-X2-AB-DHRIO DH+ and Remote I/O Gateway
  • PROSOFT RLX2-IFH24E Industrial Wireless Radio Module
  • PROSOFT 5202-DFNT-MCM4 DF1 to EtherNet/IP Gateway
  • PROSOFT PLX35-NB2 EtherNet/IP to Modbus TCP Gateway
  • ProSoft 5201-MNET-MCM-WEB Modbus TCP/Serial Gateway
  • ProSoft 5304-MBP-PDPMV1 Modbus Plus to PROFIBUS DP Master
  • ProSoft 5302-MBP-MCM4 Modbus Plus to Modbus Master/Slave