Insight Scientific

What Insight Scientific does

Insight Scientific (音赛科技, INSIGHT SCIENTIFIC (Shanghai) Co., Ltd.) is a privately held Chinese intelligent-manufacturing-equipment supplier founded in 2011 in Silicon Valley and headquartered in Shanghai. The company designs and builds customized manufacturing equipment and integrated production lines for three verticals: lithium battery (new energy) backend processes, semiconductor wafer processing and precision assembly, and commercial aerospace module assembly. Its product portfolio spans three categories — Inspection & Measurement (enhanced X-ray, visual inspection for pouch/prismatic/cylindrical cells, optical measurement of tooling and cathode embossing), High-precision Assembly & Fabrication (fully automatic and semi-automatic spring probe assembly at 15μm precision, BOSA module assembly, terminal welding), and Integrated Production Lines (46-series large cylindrical, prismatic, pouch, and steel-shell battery backend lines plus wafer production-line integration and 6-8 inch wafer equipment upgrades). The technical foundation rests on three integrated platforms — machine vision, sensor fusion (laser scanners, tactile sensors, CCD cameras), and ultra-high-precision servo motion control — supplemented by proprietary hybrid-AI algorithms validated against millions of mass-production samples.

The company sells directly to large manufacturing enterprises on a project-based, customized pricing model with no public disclosure of ASPs or revenue. It maintains 12 service and support centers across China and the United States and exports equipment to Europe, the Americas, and Southeast Asia; the 2025 opening of a 24,000 sqm Dongguan manufacturing facility (tripling footprint) and a Chongqing R&D Center (operational since May 2022) support capacity expansion and geographic diversification. Named customers include CATL, ATL, LG Energy Solution, Samsung SDI, EVE Energy, HiThium, Ganfeng Lithium, DFD, COSMX, Smiths Interconnect, and ASE Group, with battery cells produced on Insight Scientific equipment ultimately supplying OEMs including Apple. Revenue streams are primarily hardware sales of equipment and production lines, supplemented by professional services for installation, maintenance, and after-sales support. Marketing is concentrated on industry events (CIBF, electronica China, FBC Shanghai) plus direct enterprise engagement including annual business reviews with anchor accounts.

Name

Insight Scientific

Legal name

INSIGHT SCIENTIFIC (Shanghai) Co., Ltd.

Website

https://insightscientific.com.cn

Company type

Private

Founded year

2011

Operating status

Operating

Headcount range

11–50 employees

Short description

Insight Scientific designs and manufactures customized intelligent inspection, measurement, and high-precision assembly equipment for lithium battery, semiconductor, and aerospace manufacturers, selling directly to large enterprise customers globally from its base in Shanghai.

Ownership category

akta.pro rank

Product category

Industrial Automation Equipment

NAICS

Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (33451), Instrument Manufacturing for Measuring and Testing Electricity and Electrical Signals (334515), Instruments and Related Products Manufacturing for Measuring, Displaying, and Controlling Industrial Process Variables (334513)

SIC

Instruments For Meas & Testing Of Electricity & Elec Signals (3825), Industrial Instruments For Measurement, Display, And Control (3823)

akta.pro primary industry

Industrial Vision & Quality Inspection (HDAAAEAG)

akta.pro secondary industries

Test, Measurement & Calibration Equipment Manufacturing Services (ATE, DAQ, metrology electronics) (IMAGAGAH), Metrology, Inspection & Machine Tool Accessories (CMMs, Probing, Gauging) (IMAHADAK), Sensors & Instrumentation Electronics Manufacturing Services (Transmitters, analyzers, industrial sensors) (IMAGAGAL)

Keywords

• Intelligent manufacturing equipment
• Machine vision inspection
• Lithium battery production lines
• Semiconductor assembly equipment
• Precision measurement systems

Headquarters

HQ city

Shanghai

HQ country

China

HQ region

Asia

Offices4 records

Markets served

GTM type

B2B

Offering type

Hardware or Manufacturing

Cost components

Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales, Supply Chain

Revenue model

1. Intelligent Manufacturing Equipment: Sale of customized intelligent manufacturing equipment including inspection systems, measurement equipment, and high-precision assembly machines. Equipment is sold directly to large-scale manufacturing enterprises with custom specifications.
2. Automated Production Lines: Design, manufacturing, and integration of full automated production lines for lithium battery backend processes and semiconductor wafer processing.
3. Technical Services and After-sales Support: Maintenance, technical support, and operational services with 12 service and support centers across China and the United States.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels5 records

Core offering

Insight Scientific designs, manufactures, and integrates customized intelligent manufacturing equipment and production lines for large-scale manufacturers in the lithium battery, semiconductor, and commercial aerospace industries. Its offerings span inspection and measurement systems (enhanced X-ray, visual inspection, precision metrology), high-precision assembly equipment (spring probe, BOSA module, terminal welding), and integrated backend production lines (cylindrical, prismatic, pouch cell lines, plus wafer production lines and upgrades). The company sells directly to enterprise customers with project-based customization and provides after-sales technical services.

Product overview

Insight Scientific provides customized intelligent manufacturing equipment and production lines organized into three main product categories: Inspection & Measurement (检测与测量), High-precision Assembly/Fabrication (精密组装与加工), and Integrated Production Line (产线与集成). The Inspection & Measurement category includes Large Equipment (Enhanced X-ray Inspection, Pouch/Prismatic/Cylindrical Battery Visual Inspection, Advanced Critical Measurements), Small Devices (OMM, Overhang Measurements, Bump Roller Measurement, BCU-IPQC Measurements, Fixture & Tool Measurement), and Embedded Systems (Cathode Embossing Bump Measurement, Green Adhesive Detection). The High-precision Assembly/Fabrication category includes Spring Probe Assembly Equipment (Fully Automatic and Semi-automatic with 15µm precision), BOSA Module Assembly, and Terminal Welding Machines. The Integrated Production Line category includes Lithium Battery Backend Lines (46 Large Cylindrical, Prismatic, and Pouch Cell lines), Lithium Battery Equipment (Cleaning, Insertion/Removal, Rotation machines), and Wafer Equipment (Wafer Production Line Integration, Wafer Equipment Upgrades). All products leverage proprietary machine vision algorithms, sensor fusion technology, and precision motion control for applications in lithium battery, semiconductor, and aerospace industries.

Differentiator

Problem solved

Functional benefit

Products and services

• Enhanced X-ray Inspection Enhanced X-ray inspection equipment for the lithium battery industry achieving 7µm/pixel inspection accuracy. Used for overhang detection, wrinkle detection, electrode angle and dimension measurement, and slag detection. Features a vertical linear magnetic levitation module, high-precision CCD vision system, and three parallel X-ray test units.
• Pouch Battery Cell Online Visual Inspection Equipment for pouch cell surface defects inspection, size measurement, and voltage insulation testing of semi-finished batteries during production. Provides full surface defect inspection, high-precision measurement, voltage insulation test integration, MES connectivity, and highly customized configurations for lithium battery manufacturers.
• Pouch Battery Cell Final Visual Inspection Final visual inspection equipment for finished pouch battery cells. Uses multi-light source, multi-station high-precision CCD imaging with self-developed intelligent detection algorithm software. Detects 30+ surface defects at high speed with high repeatability, with first pass yield of ≥99.95%.
• Pouch Cell Advanced Critical Measurements Critical measurement equipment for pouch cells after packaging, liquid injection, and secondary sealing processes. Uses CCD, customized light source, and laser technologies with self-developed hybrid-AI algorithms to accurately measure 20+ critical parameters with ultra-high precision, stability, and repeatability.
• Prismatic Battery Cell Final Visual Inspection Final surface defect inspection equipment for prismatic cells. Integrates high-precision CCD and 3D laser scanning with self-developed intelligent algorithms to provide advanced surface defect detection and ultra-high-precision dimension and flatness measurement, with OCV testing integrated for electrical performance measurement.
• Cylindrical Battery Cell Final Visual Inspection Final visual inspection equipment for finished cylindrical cells. Detects rust, dents, scratches, leaks, dirt, indentations, heat shrink sleeve failures, insulating spacer issues, foreign bodies, and barcode failures. Compatible with 18650, 21700, 26650, and 46xx models with first pass yield of ≥99.95%.
• Fixture & Tool Dimension Measurement Precision tooling and fixture measurement equipment for dimensional measurement of critical areas on tools and fixtures with accuracy up to 50 micrometers. Designed for use in production environments that require tooling and fixture qualification.
• OMM (Optical Measuring Machine) Automatic optical measuring machine with programming capability for measuring more than 200 dimensional items per part.
• Overhang Measurements Contour analysis system for anode and cathode that automatically determines profile and position of battery cells from stacking/winding equipment, achieving 10µm accuracy for inline battery cell production.
• Bump Roller Measurement Measurement equipment for CGT incoming bump rollers and rubber rollers. Measures cylindricity with tolerances of 15µm and 20µm, and scans each bump to generate a 3D map with peak-to-valley height variation below 15µm.
• BCU-IPQC Measurements Measurement equipment for NTC, PKG, DGS, and TAP components covering up to 32 inspection items.
• Cathode Embossing Bump Measurement System for Winding Machine Real-time image acquisition and processing system for embossed anode and cathode sheet bumps. Performs green tape avoidance dimension measurement, identifies green tape presence on embossed areas, and supports online calibration and point-check functions.
• Fully Automatic Spring Probe Assembly Equipment Fully automatic semiconductor probe assembly and test equipment with ultra-high precision assembly (15µm) and intelligent inspection of finished products. One of the most technologically advanced equipment by international standards. Exported to North America with UPH of 720.
• Semi-automatic Semiconductor Probe Assembly Semi-automatic semiconductor probe assembly equipment with ultra-high assembly precision of 15µm. Includes visual inspection and spring force test, with UPH of 500.
• BOSA Module Assembly Automatic assembly machine compatible with pigtailed and pluggable BOSA modules. Includes visual image parameter collection, detection, classification, recording functions, and real-time track-and-trace database-based process parameters. Production capacity: 4ppm.
• Terminal Welding Machine Automatic welding machine for battery terminals with ultra-high precision.
• 46 Large Cylindrical Battery Backend Line (46大圆柱电芯套膜/检测/分选/打包线) Full automatic backend production line for 46-series large cylindrical batteries including film wrapping, heat shrinking, inspection & measurement, sorting, and EPS packaging. Handles cells with height 80–291mm. Line speed configurable 50–200ppm depending on battery height. Available with CE and UL certifications for overseas markets.
• Prismatic Battery Cell Automatic Inspection/Sorting/Packaging Line (方壳电芯全自动检测/分选/打包线) Automatic inspection, sorting, and packaging line for prismatic battery cells. Seamless integration of detection, sorting, and packaging eliminates need for buffer storage. Supports 7–24ppm with advanced surface defect detection and ultra-high precision dimensional/flatness measurement.
• Pouch Cell Packaging Line (软包电芯打包线) Pouch cell packaging line with AGV automatic feeding. Automatically completes cell scanning, weighing, box opening, bagging, labeling, box sealing, and palletizing. Supports 8 production lines simultaneously with 4 different carton products.
• Steel Shell Battery Cleaning Machine (钢壳电芯清洗机) Automatic cleaning machine for steel-shell battery cells. Removes electrolyte stains and slag after injection and sealing nail welding, with cleaning and drying functions included. Capacity ≥16PPM.
• Wafer Production Line Integration (晶圆产线集成) Fully automated wafer production lines under cleanroom conditions including wafer grinding, exposure, dicing, and developing automation. Integrates industrial big data collection and analysis with MES system connectivity.
• Wafer Equipment Upgrade (晶圆设备升级) Upgrade service for 6–8 inch wafer production equipment including grinders, dicers, saws, scribers, and inspection/measurement equipment. Retains original mechanical hardware while replacing 90%+ of electrical components and all system and control software, achieving full original performance specifications.
• Technical Services and After-sales Support Maintenance, technical support, and operational services delivered through 12 service and support centers across China and the United States, supporting installed equipment and full production lines.

Quantifiable outcome

• Inspection accuracy reaches 7µm/pixel with enhanced X-ray technology
• +4 more outcomes

Named customers12 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability9 records

Feature5 records

Partnerships

Two partnerships are on record, tiered core and flagship.

• HiThium (海辰储能)coreStrategic or Co-development Partner · 16 August 2023Strategic partnership for large cylindrical lithium battery production line backend equipment including defect detection, accurate measurement, high-speed automatic sorting and packaging. Insight Scientific worked closely with leading lithium battery companies to overcome various difficulties during the epidemic and successfully completed the debugging and trial run of China's first 46 cylindrical battery production line.
• Top Lithium Battery Company (Unnamed)flagshipStrategic or Co-development Partner · 16 August 2023Multiple 46 large cylindrical cell production line backend equipment contract (inspection, measurement, sorting and packaging) consolidating Insight Scientific's dominance in large cylindrical lithium cells. The battery products produced have been highly recognized by well-known European automobile customers with mass-produced 46-cylindrical battery cells delivered in large quantities.

Scale indicators6 records

Recent moves8 records

Expansion highlights5 records

Direct peers

• ASM Pacific Technology: Global leader in semiconductor assembly equipment (die bonding, packaging). Directly comparable in the precision assembly segment — Insight Scientific's spring probe and BOSA module assembly equipment compete in adjacent sub-segments of the same semiconductor back-end equipment value chain.
• Yinghe Technology: Major Chinese supplier of lithium battery production equipment including cell manufacturing and backend/pack lines. Directly comparable as a Chinese domestic peer serving the same battery OEM customers (CATL, BYD, EVE) on cell formation, sorting, and packaging equipment.
• Wuxi Lead Intelligent Equipment: China's largest lithium battery production equipment manufacturer providing turnkey lines from cell to pack. Directly comparable as the leading Chinese domestic peer in lithium battery manufacturing equipment — both companies supply backend equipment to CATL, ATL, and other major Chinese battery OEMs.
• Manz AG: German supplier of integrated production lines for lithium battery cell manufacturing and electronics. Comparable as a direct peer in turnkey battery backend production lines and automation equipment — both companies compete for global battery maker capex.
• Hangke Technology: Chinese intelligent manufacturing equipment maker focused on lithium battery backend processes including formation, grading, and sorting. Directly comparable as a domestic Chinese competitor in battery cell backend equipment with overlapping product scope to Insight Scientific's cylindrical/prismatic/pouch backend lines.

Broad incumbents

• KLA Corporation: Global leader in process control and yield management for semiconductors. Comparable as the dominant broad incumbent in semiconductor inspection/metrology — Insight Scientific's wafer inspection/measurement and semiconductor probe assembly equipment compete in adjacent sub-segments of the same value chain.
• Keyence Corporation: Japanese industrial automation leader in sensors, measurement systems, and machine vision. Keyence is comparable because its high-precision dimensional measurement and vision products overlap directly with Insight Scientific's OMM, fixture measurement, and battery inspection portfolio.
• ISRA VISION (Atlas Copco): German machine vision and surface inspection specialist (now part of Atlas Copco). Directly comparable as an established industrial machine-vision incumbent serving battery, automotive, and electronics inspection — overlapping with Insight Scientific's hybrid-AI defect inspection capabilities.
• Mettler-Toledo International: Global precision instruments leader for industrial weighing and dimensional/analytical measurement. Comparable as a broad incumbent in industrial measurement instruments serving battery, semiconductor, and quality-control end-markets that overlap with Insight Scientific's measurement equipment lines.
• Cognex Corporation: Global leader in machine vision systems and industrial barcode reading. Cognex is comparable to Insight Scientific as the dominant broad incumbent in industrial vision and quality inspection — Insight's machine-vision + sensor-fusion stack competes in the same end-applications (battery cell surface inspection, semiconductor inspection) though at smaller scale.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Facebookfacebook.com/InsightScientific
• LinkedInlinkedin.com/company/insight-scientific

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Subsidiaries3 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Insight Scientific