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From the assembly line to the black light lab, the automation revolution upstream of the life sciences

F: | Au:佚名 | DA:2023-12-19 | 1596 Br: | 🔊 点击朗读正文 ❚❚ ▶ | 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)

  • Micro Innovation GF1-10TVA-100 Touch Panel
  • Micro Innovation GSO-57EQD-000 Operator Panel
  • Micro Innovation XN-2AI-U Analog Input Module
  • Micro Innovation CAN-4AI/UI Analog Input Module
  • Micro Innovation ZSB-1.5/8-S/S/-/PE Base Terminal
  • Micro Innovation AG XVH-340-57CAN-1-10 HMI Panel
  • Micro Innovation GSO-57EQD-000 Micro Panel
  • Micro Innovation XN-2AI-PT/NI-2/3 Input Module
  • Micro Innovation AG GF0-57SQD-000 Display Panel
  • MICRO INNOVATION AG XN-16DI-24VDC-P Input Module
  • Micro Innovation XN-2AI-PT/NI-2/3 Input Module
  • Micro Innovation MC2-442-57CQB-1-2G Display Panel
  • Micro Innovation XN-16DO-24VDC-0.5A-P Module
  • Micro Design MC200PROFI Programmable Module
  • Micro Innovation XV-252-57MPN-1-10 Micro Panel
  • Micro Innovation CAN-4AI/UI Analog Input Module
  • Micro Innovation GT1-MPI-A000 Panel
  • Micro Innovation MC2-440-10TVB-1-21 Display Panel
  • Micro Innovation XVS-430-57MPI-1-1S 6" HMI
  • Micro Innovation XV-442-57CQB-1-1AB Monitor
  • Micro Innovation ZSB-1.5/8-S/S/-/PE Base Terminal
  • Micro Design 895A Microfiche Reader
  • MICRO INNOVATION XNE-8DI-24VDC-P Input Module 8550100794
  • MICRO INNOVATION MICRO PANEL GF0-10CVD-002
  • Micro Innovation XN-PLC-CANopen Controller 85 50 274124
  • Micro Innovation Display Panel GS0-57E0D-000
  • MICRO INNOVATION CAN-32DI/P2X16 Input Module
  • MICRO INNOVATION XN-2DO-R-NO Relay Output Module
  • MICRO INNOVATION XNE-16DI-24VDC-P Input Module
  • Micro Innovation AG XN-2AI-U Analog Input Module
  • Micro Innovation XN-BR-24DC-D Power Supply
  • Micro Innovation MH2-342-57EIB-1-20 Panel
  • Micro Innovation XV-252-57MPN-1-10 Micro Panel
  • Micro Innovation Display Card EIB2-TP
  • Micro Innovation XV-252-57MPN-1-10 6" HMI
  • Micro Innovation XN-B3T-SBC 16x DO Base Module
  • Micro Innovation XVH-330-57MPI-1-10 Panel
  • Micro Innovation XN-BR-24VDC-D Power Module
  • Micro Innovation EIB2-TP EIB2TP Module
  • Micro Innovation GF0-10CVD-100 Touch Panel
  • MICRO INNOVATION XV-230-57CNN-1-10 HMI-PLC
  • MICRO INNOVATION XN-2DO-R-CO Relay Output Module
  • KMK MICRO INNOVATION GS2-90EMD-000 Micro Panel
  • Micro Innovation XN-2AO-U Analog Output Module
  • Micro Innovation XN-1AO-I Analog Output Module
  • Micro Innovation CAN-32DI/P-2x16 Rack Module
  • Eaton Micro Innovation MC2-440-10TVB-1-11 HMI
  • Micro Innovation AG CAN Bridge 8551224177
  • Micro Innovation XN-2AI-I Analog Input Module Set
  • Micro Innovation XN-4DI-24VDC-P Input Module
  • Micro Innovation Winbloc CAN-16DO/0.5A-PK Module
  • Micro Innovation Micro Panel GFO-10SVD-002 HMI
  • Micro Innovation CAN-24DI/8DO/0.5A-PK Module
  • Micro Innovation DP-24DI/8DO/0.5A-PK I/O Module
  • Weidmuller Micro Innovation CAN-BRIDGE ZSFA 1,5R
  • Micro Innovation CAN-3AI/1AO-UI Profibus Module
  • Micro Innovation PDP-TP Profibus DP Module
  • Micro Innovation CAN-3AI/1AO-UI Analog Module
  • Micro Innovation MC2-430-12TSB-10 HMI Panel
  • Micro Innovation XNE-8DO-24VDC-0.5A-P I/O Module
  • MICRO INNOVATION AG WINBLOC CAN-32DI/P-2x16 85 51 224182
  • MICRO INNOVATION AG WINBLOC CAN-4AO/UI 85 51 224195
  • Micro Innovation Xv-252-57cnn-1-10 HMI Panel
  • Micro Innovation XN Basis XN-S4T-SBBS-CJ 225200
  • Micro Innovation GF1-10TVD-100 Micro Panel
  • Micro Innovation XN-B3T-SBC 16-Fold DO Base Module
  • MICRO INNOVATION AG WINBLOC CAN-3AI/1AO-UI 85 51 224192
  • KMK Micro Innovation GS2-90EMD-000 Micro Panel
  • Micro Innovation MC2-430-10TVB-1-10 PanelView Terminal 24VDC
  • Micro Innovation XNE-8DO-24VDC-0.5A-P I/O Module 8550100795
  • MICRO INNOVATION GF1-10TVB-100 Touch Panel
  • MICRO INNOVATION AG WINBLOC CAN-4AI/UI Analog Input Module
  • MICRO INNOVATION AG WINBLOC CAN-32DO/0.5A-P-2x16 Output Module
  • MICRO INNOVATION AG CAN-32DI/P-2X16 8551224182 Input Module
  • MICRO INNOVATION MK2-230/232-57 Circuit Board 85 28 200000
  • MICRO INNOVATION CAN-BRIDGE 8551224177 CAN Bridge
  • Micro Innovation MC2-430-10TVB-1-10 Panel 24VDC
  • MICRO INNOVATION MC2-432-57CQB-1-10 HMI Panel
  • MICRO INNOVATION AG CAN-BRIDGE 85 51 224177 CAN Bridge
  • MICRO INNOVATION CAN-4AI/UI Analog Input Module
  • MICRO INNOVATION CAN-32DI/P-2X16 Input Module
  • SIGMATEK MDD111 09-404-111 Drive Module
  • SIGMATEK DVI021 Display Interface Module
  • SIGMATEK 00-450-024 C-IPC Processor
  • SIGMATEK MDD-111 MDD111 Drive Module
  • SIGMATEK ICA011 20-102-011 Interface Module
  • SIGMATEK 01-250-010-D NC4Kompakt Control Module
  • SIGMATEK CRIF081 12-751-081 Interface Module
  • SIGMATEK S1026-8AF61-R4E-Z57 Drive Module
  • SIGMATEK 9305.081.02 9227.082.00 Control Module
  • Sigma Tek 5000B-36 Attitude Indicator
  • SIGMATEK CEZ201 12-051-201-O Counter Module
  • SIGMATEK DPS001 Power Supply Module
  • SIGMATEK 994 395 01z Via Interface Module
  • SIGMATEK PC411-K 01-310-411-K Industrial PC
  • SIGMATEK 9816.324.00 Demag NC4 Keyboard
  • SIGMATEK ET261 90010C-71 Operator Terminal
  • SIGMATEK DDI 164 05-006-164 Input Module
  • SIGMATEK CCP 082 C-DIAS Processor Module
  • SIGMATEK CEZ201 12-051-201-O PLC Module
  • SIGMATEK MDD 1111 06178867 Drive Module
  • SIGMATEK S1 073-6AC61-RE-Y08-Z Drive Module
  • SIGMATEK MDD 111 Drive Module MDD111
  • SIGMATEK CSDI161 Safety Module 12-891-161
  • SIGMATEK C-IPC Processor 01-450-024
  • SIGMATEK DIAS DAM122 Analog Mixing Module
  • Sigma Tek 5000B-36 Attitude Gyro Indicator
  • SIGMATEK TMS012 Motherboard Module 05-250-012-T
  • SIGMATEK CCP-531 PLC Module
  • SIGMATEK DIAS DNC4 I/O Module 05-250-011
  • SIGMATEK AI088 Analog Input Module
  • SIGMATEK CEZ201 Counter Module
  • SIGMATEK CIC011 Industrial Computer Module
  • SIGMATEK MDM021 Motor Drive Module
  • SIGMATEK DTO163 Digital Output Module
  • SIGMA-TEK 5000B-36 Attitude Gyro
  • SIGMATEK DM161 Digital Input Module
  • SIGMATEK CCP-531 PLC Control Panel
  • SIGMATEK HZS773 Touch Terminal Operator Panel
  • SIGMATEK MDP101 3 KVA 45-65Hz Driver
  • SIGMATEK ETV1251 Touch Panel 12-230-1251
  • SIGMATEK CIO021 Safety Module 12-013-021
  • Sigma Tek 4000H-5 Directional Gyro
  • SIGMATEK TAE531 I/O Module 01-240-531
  • SIGMATEK DAI081 Input Module 05-009-081
  • SIGMATEK DCP640 Drive Control Module
  • SIGMATEK DCP643 Slides Module A6-29
  • SIGMATEK SCP011 Safety Module 20-890-011