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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 | 619 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)

  • Alstom vajh13yf1001aba - Automatic Trip Relay 220-250 V
  • ALSTOM Servo Inverter Type:ALSPA MV 1007-IT - - 3.0 kW
  • ALSTOM Cegelec Interface Modnet 1 / MB+ Fbk Mbp S1/S - Interface Module
  • Alstom Input / Output Card I/O Module SA44647.A - Module
  • Alstom Plug-in card Input/Output module SA44650.C - Module
  • ALSTOM Adjustment Module Keypad Alspa MV1000 - Keypad
  • Alstom Operating module Keypad Alspa MV1000 - Keypad
  • Alstom Plug-In Input/Output Module Sa 45629.B - Module
  • ALSTOM Adjustment Module Keyboard Alspa MV1000 - Keyboard
  • ALSTOM Control Set - 15 V 029.069642/26472/1011 - Voltage regulator
  • Alstom Input/Output Card Module SA44650.C - Module
  • Alstom Input / Output Card I/O Module - Module
  • Alsthom Alstom Plug-In Input/Output Module SA41630 B - Module
  • ALSTOM Servo Inverter Type: ALSPA MV 1007-IT - - 3.0 kW
  • Alstom Plug-In Input/Output I/O Module SA44647.A - Module
  • Alstom Plug-In Input/Output Module Sa 45629.B - Module
  • Alstom Plug-in card Input/Output module SA46623.B - Module
  • ALSTOM Control Module Keyboard Alspa MV1000 - Keyboard
  • Alstom Plug-In Input/Output Module SA46623.B - Module
  • Alstom Plug-In Input/Output Module SA44650.C - Module
  • Alstom Plug-In Input/Output Module SA43610.E - Module
  • Alstom Insertion Card Input / Output Module SA43610.E - Module
  • Alsthom Alstom Plug-In Input/Output Module SA41630 B - Module
  • Alstom Plug-In Input/Output I/O Module - Module
  • Alstom Plug-In Input/Output Module SA46623.B - Module
  • Alstom Plug-in card Input/Output I/O module SA44647.A - Module
  • Alstom Plug-in card Input/Output I/O module SA44647.A - Module
  • Alstom Plug-in card Input/Output module SA 45629.B - Module
  • ALSTOM Alspa VF Inverter Type : VF 4004b - - 1.5 Kw
  • Alstom Plug-In Input/Output Module SA46617.B - Module
  • Alstom PS 431 - Control Unit
  • Alstom Plug-In Input/Output Module Sa 46624.A - Module
  • Alstom Plug-In Input/Output Module SA44650.C - Module
  • Alstom Plug-In Input/Output Module SA43610.E - Module
  • ALSTOM Alspa MV1000 Frequency Type : Alspa MV1032 - - 15 Kw
  • Alstom Input/Output Card Module SA46617.B - Module
  • Alstom Input/Output Card Module Sa 45629.B - Module
  • Alstom Input/Output Card Module SA46623.B - Module
  • ALSTOM Servo-Converter Type : ALSPA MV 1007-IT - - 3.0 Kw
  • ALSTOM Frequency Type : ALSPA MD2000 - 43-400 (49-460)
  • ALSTOM Servo-Converter Type : ALSPA MV 1007 - - 3.0kW
  • Alstom PS 431 - Control
  • ALSTOM Alspa Cegelec Guide Value Transmitter 029.087.176/98N115099109 - Transmitter
  • Alstom Input/Output Card Module Sa 46624.A - Module
  • ALSTOM Control Set - 15 V 029.069642/26472/1011 - Voltage regulator
  • ALSTOM Alspa Module Control Set 029.111.890/27347/1018 - Module
  • ALSTOM Alspa Module Control Set 029.063.255/25443/1044 - Module
  • ALSTOM Alspa Cegelec Module Control Set 029.063.292/25943/1008 - Module
  • ALSTOM Microverter D 4-8/500/029.130.005 - Inverter
  • Alstom ISTAT M233 M233X2GUYECAL0A - Measurement unit M233X2GUYECAL0A NEW
  • ALSTOM Alspa Cegelec Guide Value Transmitter 029.087.176/98N115099109 - Transmitter
  • Alstom Input/Output Module SA 46624.A - Plug-in card
  • ALSTOM Cegelec Interface Modnet 1 / MB + Fbk - Mbp S1/S
  • ALSTOM MAE 00-11 - 8 Channel isolated analog i/o termination panel LC11-13 24118b
  • Alstom MMLG01 137945N - Test block electric panel 715209M T&D protection and control
  • ALSTOM Mae 00-11 - Channel Isolated Analog I/O Terminal Panel LC11-13 24118b Al
  • CONVERTEAM S20X4262/50 / S20X426250 - Module
  • CONVERTEAM MV530A4C1A / MV530A4C1A - Inverter
  • CONVERTEAM C100/5302 / C1005302 - Module
  • CONVERTEAM 20X4355B1L / 20X4355B1L - (new without box)
  • CONVERTEAM GM0020002 / GM0020002 - Module
  • CONVERTEAM P111-6052 / P1116052 - Module
  • Alstom PS 431 - Controller
  • ALSTOM Type : Alspa BC 32 - Brake Chopper Unit
  • ALSTOM Alspa MV500 SE23400075/MV502A4C1A - - 0.75kW Inverter
  • Alstom M30-Tx200 DIN931 - Hexagon screw stamped 8A B screw GE Alstom SW 46
  • Alstom Sa 46624.A - Plug-In Input/Output Module
  • ALSTOM Adjustment Module Keyboard Alspa MV1000 - Keyboard
  • Alstom PA20397/2186-03-H01 - Circuit Board
  • Alstom KBCH12001H12MEL 228633J - Relay Differential KBCH120
  • Alstom MMLG01 137945N - TestBlock Electric Panel 715209M T&D Protection & Control
  • Alstom KBCH12001H12MEL 228633J - Differential Relay KBCH120
  • Alstom MMLG01 137945N - Test Block Electrical Panel 715209M T&d Protection &
  • ALSTOM Mae 00-11 - 8 Channel Isolated Analog I/O Terminal Panel LC11-13 24118b
  • Alstom KBCH12001H12MEL 228633J - Differential Relay KBCH120 and extended warranty
  • Alstom MMLG01 137945N - Test Block Electrical Panel 715209M T & D Protection & De
  • Alstom DFI-110-0340F - DFI1100340F Diagnostic Flame Indicator
  • KCGG142 KCGG14201D20EEA - 287362J
  • ALSTOM MAE 00-11 - Channel isolated analog i/o termination panel LC11-13 24118b Al
  • KCGG122 KCGG12201DEED - 463055L and extended warranty
  • Alstom MMLG01 137945N - Test Block Electrical Panel T&D Protection & Control
  • Alstom 3FAFA5100A - Voltage Sensor TN7 112 003 Alstom T&D Protection & Control
  • Used ALSTOM PIB100 F 3BEB0169 - Board
  • Alstom Keypad - Alspa MV 1000
  • Alstom MMLG01 137945N - Test Block Electrical Panel 715209M T & D Protection &
  • ALSTOM PS441 - Overcurrent protection - Used
  • Alstom Power 2506305 - Circuit Board
  • ALSTOM PS431 - CONTROL UNIT
  • ALSTOM MV502S2B1A - 1 pc X Frequency Drive Alspa MV500
  • Alstom 3VAFS5500A - Voltage Sensor TN7105 002 Alstom T&D Protection & Control
  • ALSTOM MV507A2D1A - 1 pc X Frequency Drive Alspa MV500
  • KCGG KCGG12201L20EED - 655002M and extended warranty
  • ALSTOM TRVP059753000 - AGC3X-007 BLOCK ENCODER TRVP05975400
  • KCGG KCGG14202l20EEB - 654833M and extended warranty
  • Alstom 029 204 538 - cegelec Interface RS422/RS232 Alspa MV 1000
  • ALSTOM PIB100 F - 3BEB0169 Board
  • CONVERTEAM 8321-4002 / 83214002 - (new with box)
  • CONVERTEAM MVAJ14D1GA0774A / MVAJ14D1GA0774A - Relay
  • CONVERTEAM 8178-4002 / 81784002 - (new with box)
  • CONVERTEAM QTWIE2-VD4A / QTWIE2VD4A - (new with box)
  • CONVERTEAM A48DI-40DX-B7/95 / A48DI40DXB795 - Meter
  • CONVERTEAM V96LC/0-400RPM / V96LC0400RPM - Meter
  • CONVERTEAM A72DI-5-40X4/95 / A72DI540X495 - Meter
  • CONVERTEAM 8321-4002 / 83214002 - Module
  • CONVERTEAM 029.081-942 / 029081942 - Module
  • CONVERTEAM V96LC/0-600RPM / V96LC0600RPM - Meter
  • CONVERTEAM 20X4524B1L / 20X4524B1L - Module
  • CONVERTEAM EGS3C-ST11001 / EGS3CST11001 - Module
  • CONVERTEAM S8503-4001 / S85034001 - Module
  • CONVERTEAM MVAX12B1DA0752A / MVAX12B1DA0752A - Relay
  • CONVERTEAM 11P408ND8268/7 / 11P408ND82687 - (new without box)
  • CONVERTEAM MVAJ26L1BB0502A / MVAJ26L1BB0502A - Relay
  • CONVERTEAM C100/5120 / C1005120 - Module
  • CONVERTEAM D-984-0578 / D9840578 - Board
  • CONVERTEAM GDS1017-4001 / GDS10174001 - Enhancement Card
  • CONVERTEAM MBC101F1AD0761A / MBC101F1AD0761A - Module
  • CONVERTEAM GDS1006-4001 / GDS10064001 - Keypad
  • CONVERTEAM 25X8521/10 / 25X852110 - Module
  • CONVERTEAM VSELC1011A1AB / VSELC1011A1AB - (new without box)
  • CONVERTEAM RTS-13060102-R / RTS13060102R - Relay
  • CONVERTEAM LGPG-11101P55LEF / LGPG11101P55LEF - Relay
  • CONVERTEAM 203-399 / 203399 - Module
  • CONVERTEAM MV516A4C1 / MV516A4C1 - Inverter
  • CONVERTEAM SW867577-007 / SW867577007 - Module
  • CONVERTEAM MCGG22D1CD0503D / MCGG22D1CD0503D - Relay
  • CONVERTEAM MV506A4C1A / MV506A4C1A - Inverter
  • CONVERTEAM GM0025002 / GM0025002 - Module
  • CONVERTEAM MBCI01F1AD0511A / MBCI01F1AD0511A - Module