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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 | 1506 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)

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  • Atlas Copco PF3000-C-HW Tensor S4 S7 Controller
  • Atlas Copco Neos ARC-D130-S+ Inverter Drive
  • Atlas Copco Power Focus SL PF4002-G-HW Controller
  • Atlas Copco 8436 6770 00 ILT Base Station
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  • Atlas Copco 1900-0711-51 Display Keypad Unit
  • Atlas Copco 1900-0710-52 Communication Control Board
  • Atlas Copco 1900-0701-04 Control Interface Module
  • Atlas Copco 8092 1143 40 SRTT Transducer 180Nm
  • Atlas Copco MT Focus 6000 Controller with Pump and Screwdriver
  • Atlas Copco Elektronikon GraphicPlus Controller PPBE0622 PPBE0633
  • Atlas Copco PF3109-G-DN-HW Tensor 8-9 Power Focus Nutrunner Control
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  • Atlas Copco Power Focus 8 Controller 8436280002
  • Atlas Copco 8436 1500 03 FlexCarrier 3-Slot Torque System Component
  • Atlas Copco Power Focus 6000 PF6000 Industrial Controller
  • Atlas Copco TC-4000-P-PB-ES Power Macs Controller
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  • Atlas Copco 49X10301AB Pressure Transducer Sensor
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  • Atlas Copco C4700A01V216 Compressor Control Module
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  • Alcatel TN 2523 1:1 CDN III Module – MRPQAE3
  • Alcatel-Lucent 3he06151aaac01 8-Port Interface Module – IPUIBKB3AA
  • Alcatel-Lucent LNW46 DMX Metro OC12 Interface Module – 108694878
  • Alcatel-Lucent 41A12C FT-2000 Optical Transponder Unit – 108188053
  • Alcatel-Lucent 8DG02607AA POW100 DC-DC Converter Module
  • Alcatel-Lucent LambdaXtreme WWBQ21 40G Optical Transponder
  • Alcatel-Lucent TN1891 5ESS Protocol Handler PHV5 Commcode 108747064
  • Alcatel-Lucent 300-0303-900 T1D3PDL1AE Digital Matrix Card
  • Alcatel-Lucent G-821M-A Module
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  • Alcatel-Lucent 3DW03697ABBA01 TFD64A Module
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  • Alcatel-Lucent 9500-MPR ODU 300 6GHz Microwave Radio MPT 3DB23215AFAA01
  • Alcatel 3EM04001AA Signal Processing Unit with Accessory Cards
  • Alcatel VAUCAL5KAB AA1418FE2BG 3FE67437AAD02 Interface Card
  • Alcatel-Lucent 1642 Edge Multiplexer N1217P YF – Access Node
  • Alcatel-Lucent 3HE07158BA 7750 SR-12 12-Port 10GIGE MultiCore IMM IPUCA741AA
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  • Alcatel-Lucent 9500-MPR MPT-HC 23GHz 2/2P ODU Radio 3DB20474BA
  • Alcatel-Lucent 9500-MPR ODU 300 MPT 6GHz 3DB23215AAAA01 Low Power Radio
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  • Alcatel-Lucent 9500-MPR ODU 300 MPT 6GHz 3DB23215ABAA01 Low Power Radio
  • Alcatel-Lucent CPU7-2 3BA23259ABJE 05 Control Processor Module
  • Alcatel WTM11AD 3DW03915DABA01 Optical Transponder Module
  • Alcatel-Lucent 1340FMPK Card Chip BA5IVY6BAA – Processor Module
  • Alcatel-Lucent 3HE06151ACAC01 Control Fabric Module
  • Alcatel-Lucent 9500-MPR 18GHz 1P-1 Protection ODU Radio 3DB20433BA AA04
  • Alcatel-Lucent 9500-MPR ODU MPT-HC 18GHz Radio 3DB20433BAAA04
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  • Alcatel-Lucent ALU-BZ74 99BC-4 –48V Battery Cabinet
  • Alcatel-Lucent WWAA37 Optical Amplifier WMAPZNZAAB – CP Series
  • ALCATEL LUCENT 9500-MPR ODU RADIO MPT-HC V2 9558HC MPT-XP 3DB20476BAAA04 23GHZ
  • Alcatel Tyco Yukon ES760A Rectifier
  • Alcatel-Lucent 9500-MPR ODU 300 MPT 23GHz 3DB23045HMAA02 Microwave Radio
  • Alcatel-Lucent 9500-MPR ODU MPT-HC 11GHz 3DB20548ACAA01 Microwave Radio
  • Alcatel Lucent 3DH03173AKAA Module
  • Alcatel-Lucent 76-0300-02 CSM-V2 PCB
  • Alcatel 9400 UX ODU Module 3CC06729ABAA
  • Alcatel-Lucent 408981363 Jigsaw A Band Block 24/-48V KS24624L58
  • Alcatel 3BA53095 PCB Card
  • Alcatel 2C7-1005-000 Bell Jar Holder Ring Teflon PC7-1005-000
  • Alcatel-Lucent ES640 PWDQAGKUAA 5ESS 48V DC Alarm Control Unit
  • Alcatel-Lucent 9500-MPR ODU 300 23GHz Microwave Radio MPT 3DB23045HM
  • Alcatel-Lucent KFA720 WMOTCMVLAB Optical System Interface Carrier
  • Alcatel-Lucent 9500-MPR ODU MPT-HC V2 15GHz Microwave Radio 3DB20373BAAB04
  • Alcatel-Lucent AKM70 S1-7 SMUX1 Sub-Multiplexer – T3PQWAEAAH
  • Alcatel-Lucent 107486490 DDM-2000 SONET DS3 Circuit Pack – BBG4B
  • Alcatel-Lucent SBEVM BNJ82 1:12 Module – AV950-01168
  • Alcatel-Lucent 938A Optical Loss Set – Test & Measurement Kit
  • Alcatel-Lucent MS1025-25O16-ED Fiber Optic Unit – 48VDC
  • Alcatel-Lucent 9500-MPR ODU MPT-HC 23GHz 1/1P Microwave Radio 3DB20473BA AA04
  • Alcatel-Lucent bCEM-U Control Module – 3BK28676ABAC01
  • Alcatel ASI20 Detector Control Module
  • Alcatel Lucent 130B S-1 PWPQ08B Power Unit
  • Alcatel-Lucent 9500-MPR ODU MPT-HC V2 9558HC 6GHz 3DB20441BBAA02
  • Alcatel-Lucent 9500-MPR ODU MPT-MC 15GHz 3DB20824AAAA02 Microwave Radio
  • Alcatel-Lucent 9500-MPR ODU MPT-MC 15GHz 3DB20822AAAB02 Microwave Radio
  • Alcatel-Lucent 3AL92111AA 1P10GSO Interface Module
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  • Alcatel-Lucent KFA632 WMOTBUKLAA 10G Optical Interface Carrier
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  • Alcatel-Lucent KFA720 WMOTCMVLAB SFP/XFP Optical Interface Carrier
  • Alcatel-Lucent 3AL00114AB Universal Interface Module
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  • Alcatel-Lucent FB16401-A-I03 GTD-5 Analog Master/Slave Control Board
  • Alcatel-Lucent MCR1721B Control Module
  • Alcatel-Lucent 9500-MPR 3DB20547ACAA01 ODU MPT-HC 11GHz Microwave Radio
  • Alcatel-Lucent 3HE01014AAAA02 Interface Module
  • Alcatel-Lucent 244-2091-005 High Density Digital Line Card V1.5
  • Alcatel-Lucent LAMBDAXTREME WWAA36 Optical Amplifier Module
  • Alcatel-Lucent 9500-MPR ODU MPT-HC 6GHz 2P-2 Radio 3DB20444BAAA05
  • Alcatel-Lucent 9500-MPR ODU MPT-HC V2 9558HC MPT-XP 6GHz 3DB20442BBAA02
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  • Alcatel-Lucent 9500-MPR ODU MPT-HC V2 9558HC 6GHz 3DB20443BBAA02
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  • Alcatel Lucent VSEM-C 3FE62453 XA VAUCAJZKAA 7330 DSLAM Line Card
  • Alcatel-Lucent 9500-MPR ODU MPT-HC 3DB20432BAAA04 18GHz Microwave Radio
  • Alcatel-Lucent 9500-MPR ODU MPT-HC 3DB20546ACAA01 11GHz Microwave Radio
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