AI assistant
TRI — Investor Presentation 2022
May 18, 2022
52263_rns_2022-05-18_d7387521-023e-4f8a-a2c3-d38706690959.pdf
Investor Presentation
Open in viewerOpens in your device viewer
Test Research, Inc. www.tri.com.tw
May 2022
Test Research, Inc.
-
Establishment: April, 1989
-
Founder & CEO: Jason Chen
-
Capital: TWD 2362 million
-
( USD 78 million)
==> picture [392 x 322] intentionally omitted <==
==> picture [296 x 418] intentionally omitted <==
Main Product Line
- IT(Image Tester)
SPI(Solder Paste Inspection) Pre-reflow AOI / Post-reflow AOI AXI(Automatic X-ray Inspection)
-
BT(In-Circuit Board Tester)
-
MDA
-
ICT
One Stop Solution Provider in PCBA Production
==> picture [718 x 438] intentionally omitted <==
Major Competitors
Korea: Koh Young Japan: Omron China: Jutze/Sinic-Tek/Holly Malaysia: Vitrox USA: Keysight/Teradyne Europe: Viscom/SPEA
Global Service Network
More than 3000 customers have been serviced through worldwide partners More than 50 distributors and Rep. worldwide.
==> picture [672 x 355] intentionally omitted <==
Electronic Industry/Revenue Movement
==> picture [697 x 442] intentionally omitted <==
----- Start of picture text -----
4
8 Industrial/Defense
19
Automobile
25
12
Household/Game
12
7
Phone/Peripheral
13
25
6
Network
25 NB/Tablet/Peripheral
20
Semiconductor/IC
11 12
----- End of picture text -----
202101-202104
202201-202204
10000
Annual Sales
==> picture [702 x 502] intentionally omitted <==
----- Start of picture text -----
NTD Million
-
9000 Uncertainty of global economy
-Delay of 3D AOI launch
-Low price competition in China
8000
Improved
Decline of PC/NB
Increase of smart product
application mobile devices competitiveness
7000
application
- -
Economic
Rush capacity
5870
6000 buy triggered by recovery
5607
economic recovery 5388 - Blue-ocean
4919 4951
5000 4754
4387
New FCT
New AOI 7500
4084
+7500/L/D
is not launched 3778 3894
4000 T
until ’06. 3601
New 7500
Economic
+7006L 3100
New SPI recession
3000 7006
2541
+7100EP
2055 2074
2000 New AOI 1706
7100 1553 1470
1000
569 [777 ] [902 ]
0
'01 '02 '03 '04 '05 '06 '07 '08 '09 '10 '11 '12 '13 '14 '15 '16 '17 '18 '19 '20 '21
----- End of picture text -----
EPS
==> picture [693 x 404] intentionally omitted <==
----- Start of picture text -----
7
6.43
6
5.34
5.03 5.02
4.87
5 4.67 4.63
4.48 4.51
4.23
4 4.45
3.97
3 3.41
3.19
2.53
2.52
2 2.17
1.82
1
1.02
0
'03 '04 '05 '06 '07 '08 '09 '10 '11 '12 '13 '14 '15 '16 '17 '18 '19 '20 '21
----- End of picture text -----
CONFIDENTIAL
Red & Blue-ocean Market Movement in Revenue
NTD Million
Blue-ocean Red-ocean Gross margin %
8,000 80% Blue-ocean: - 3D AOI 7,000 - Dimensional metrology for electronic parts - 70% Semiconductor process 6,000 - AXI - BT 5,000 57% 54% 58% 60% 55% 55% 53% 1,825 4,000 53% 53% (~Q1) 1,856[1,453 1,689 ] 3,123 50% 3,000 46% 1,592 1,517 4,955 3,782 750 2,000 3,262 3,063 2,934 (67%) 40% (66%) (62%) 2,009 (67%) 1,000 1,631 1,583 1,710 (56%) 914 (34%) (51%) (70%) (16%) 0 30% 2014 2015 2016 2017 2018 2019 2020 2021 2022.1
TRI 3D AOI Product Roadmap
TR7700QB SII TR7700Q(L) SII (DL) - -12M/15um 12M/15um -12M/12um TR7500QE Plus - -12M/10, 12, 15um 12M/10um + 4 Sideview - 12M/5.5um TR7700(L) QE -12M/15,10um - TR7700QM SII 12M/5.5um TR7500(L) QE -12M/15,10um+4 Sideview • TR7700 QE-S -12M/5.5um,3.45um AOM & AI SW module • • 4x DLP + Omni color RGBW lighting Optional Laser module • • Optional DFF module Optional Laser module • Optional DFF module
2019 2020
2021
2022
==> picture [59 x 44] intentionally omitted <==
11
Confidential
==> picture [97 x 87] intentionally omitted <==
----- Start of picture text -----
NEW
----- End of picture text -----
TR7500QE Plus Highlight
==> picture [116 x 372] intentionally omitted <==
==> picture [292 x 394] intentionally omitted <==
Multi-Angle 3D Side View Metrology-Grade Inspection
Industry-Leading Speed with High Accuracy Resolution
Powered by TRI’s Flexible Algorithms, Smart Programming and AI Technology
12
Confidential
TRI AOI Product Application
==> picture [685 x 373] intentionally omitted <==
----- Start of picture text -----
SMT Components
0201 >> 15 um
01005 >> 10 um
TR7700Q(M) SII
Mini LED Application
2D TR7700 SIII Plus @ 5.5 um
3D TR7700Q(M) SII @ 5.5um
3D TR7700QE-S @ 5.5 / 3.45 um
SiP/Underfill + Laser @ 10/20 um
TR7700QE-S
Wafer
TR7700QE-S +IR
@ 3.45 um
TR7960A (DFF)
Die Bond
+ Laser @ 10/20 um
Inspection
Wire Bond
+ DFF @ 1.0 / 0.5 um
----- End of picture text -----
TR7700QE-S 3D AOI Highlight
==> picture [108 x 50] intentionally omitted <==
==> picture [85 x 88] intentionally omitted <==
Supports 3.45 / 5.5um Ultra High Resolution
Inspection Solutions for Semiconductor Packaging Level: SMD Bump Die / Wire Bonding Underfill
14
Confidential
Upgrade DFF 3D Technology
Optimal focus position Clearer 2D Images Sharper images Shadow-free 3D Image
0.5 µm 1 µm Ultra High Resolution
==> picture [114 x 115] intentionally omitted <==
==> picture [168 x 119] intentionally omitted <==
Semiconductor -Wire bond
SMT –Solder joint
==> picture [153 x 137] intentionally omitted <==
==> picture [124 x 136] intentionally omitted <==
==> picture [169 x 131] intentionally omitted <==
==> picture [186 x 131] intentionally omitted <==
Integration of Vision Technologies for the Demands : - Dimensional Metrology for Electronic Parts - Semiconductor Manufacturing/Packaging Process
==> picture [58 x 76] intentionally omitted <==
==> picture [55 x 66] intentionally omitted <==
==> picture [60 x 71] intentionally omitted <==
==> picture [66 x 74] intentionally omitted <==
==> picture [617 x 414] intentionally omitted <==
----- Start of picture text -----
Calibration
校正技術
Laser Fringe DFF
TRI AOI
Metrology
Linear
共線性
Linearity
----- End of picture text -----
TRI Integrated Total Solution
==> picture [711 x 447] intentionally omitted <==
----- Start of picture text -----
Metrology
Multi-Sensing
AOM
2D/3D
AOI & AVI
Industry 4.0
Hermes/CFX
TRI
SECS/GEM AI
AOI
----- End of picture text -----
17
TRI New Optical Measurement Functions (AOM)
UI: New designed and friendly user interface
==> picture [119 x 114] intentionally omitted <==
==> picture [172 x 114] intentionally omitted <==
Features: More complete measurement functions will be available
Measure Feature Construction Method Measure Target Assign System
==> picture [200 x 155] intentionally omitted <==
High Flexibility: Multi-Layer measurements
==> picture [319 x 77] intentionally omitted <==
TRI’s SPI Innovations
==> picture [661 x 343] intentionally omitted <==
----- Start of picture text -----
Fast Inspection Precision Smart
Speed Inspection Factory
5.5
μm
Large FOV High Resolution Closed Loop
CoaXpress Technology Shadow Free IPC-CFX
Dynamic Imaging Smart Warpage Technology Smart Library
Stop & Go Imaging High Inspection Range YMS 4.0
----- End of picture text -----
==> picture [59 x 44] intentionally omitted <==
Confidential
==> picture [90 x 91] intentionally omitted <==
----- Start of picture text -----
NEW
----- End of picture text -----
TR7007D/Q Plus Series SPI
New Features
Improved Inspection Stability and Capability
==> picture [138 x 100] intentionally omitted <==
Enhanced 2D Light Improved Imaging
==> picture [206 x 103] intentionally omitted <==
Full Size Support Pin (Optional)
Easy Maintenance
==> picture [193 x 69] intentionally omitted <==
==> picture [154 x 90] intentionally omitted <==
==> picture [93 x 94] intentionally omitted <==
New Log Interface
Easy hardware Upgrading design
NEW Motion Controller
==> picture [97 x 87] intentionally omitted <==
----- Start of picture text -----
NEW
----- End of picture text -----
TR7007 SII Ultra Series SPI
Next Generation of the Award Winning TR7007 SII Plus
==> picture [203 x 350] intentionally omitted <==
----- Start of picture text -----
Confidential
----- End of picture text -----
New Mechanical Structure 13%[+ ] Minimal Vibration, More Rigid Frame Improved GR&R
New Motion Controller Flexible Communication Protocol Max. Solder Height Dual Fringe Pattern Projection 420 μm / 385 μm Higher Top Clearance 50mm * Compared to TR7007 SII Plus
==> picture [68 x 119] intentionally omitted <==
A Full Line of 3D In-Line AXI
NEW
==> picture [207 x 214] intentionally omitted <==
TR7600(LL/TL) SIII
NEW
TR7600F3D(LL) SII
A new generation of TRI’s hallmark inline PCBA inspection solutions. Designed for industry’s fastest high resolution imaging speed with greatly improved image quality in the advanced automatic X-ray inspection.
Faster inspection speed, ultra high resolution 3D CT X-ray inspection, highest image quality. maximize production yields on any production line.
* Linear Motion
* Circular Motion
(for Line Scan)
(for Area Scan)
TRI AXI - BGA Inspection Application
==> picture [223 x 148] intentionally omitted <==
ADAS, Radar Module, Product Type Examples Communication Module Inspection Criteria BGA Void, Open TRI AXI Application 3D CT Inspection
3D CT (Computer Tomography)
TR7600F3D SII Images
TRI’s ICT/BT Applications
==> picture [102 x 90] intentionally omitted <==
==> picture [118 x 81] intentionally omitted <==
Automation Laptops
==> picture [106 x 106] intentionally omitted <==
White Goods
==> picture [145 x 113] intentionally omitted <==
==> picture [140 x 104] intentionally omitted <==
==> picture [181 x 120] intentionally omitted <==
==> picture [130 x 131] intentionally omitted <==
==> picture [138 x 122] intentionally omitted <==
Flex Boards
Automobile
==> picture [59 x 44] intentionally omitted <==
Smart Factory
Customized FCT
24
Confidential
TR5001 SII Series – The Smart ICT/BT Solution
-
Multi/Merge Core Parallel Testing
-
Improved Test Accuracy and Capability
-
New and Improved Test Modules
-
Intelligent Software Interface
-
QDI Fixture Interface
-
Inline and Manual Handler
-
In System LED Analyzer
25
Confidential
High Density Pin Count ICT TR8100H SII / TR8100HL SII
==> picture [502 x 100] intentionally omitted <==
----- Start of picture text -----
Cable-less High Pin Count ATE NEW
----- End of picture text -----
Original Test Points. New SII Model Model TR8100LV 3584 pins 7056 pins ~~SII~~ TR8100LLV 5632 pins 11088 pins
27
Confidential
TR8100H SII ICT
- Target Market Applications
• Server/Data Center/Networking main boards
-
Test pins range 3000~5000
-
5G Base Stations
==> picture [83 x 100] intentionally omitted <==
----- Start of picture text -----
NEW
----- End of picture text -----
- Charging facility
Smart Factory Solutions
Big Data Ready
==> picture [602 x 151] intentionally omitted <==
Smart Monitoring
==> picture [512 x 127] intentionally omitted <==
TRI Supports Closed Loop Solutions
TRI SPI, AOI, AXI Inspection Integration IPC CFX(data)/ HERMES(M2M)
==> picture [711 x 294] intentionally omitted <==
----- Start of picture text -----
Data & Image Skip board
Feedback Feedforward
Feedback data
SPI Pre-reflow AOI Post-reflow AOI AXI
TR7007Q Plus TR7710 TR7700Q SII TR7600 SIII
----- End of picture text -----
YMS 4.0 Yield Management System
==> picture [269 x 183] intentionally omitted <==
==> picture [268 x 184] intentionally omitted <==
-
•Improvement Monitoring
-
•Real-Time Inspection Status
-
•Support Quality Improvement
-
•SPC and Productivity Monitoring
-
•Output Reports to MES/SFCS
-
•Top 5 or 10 defects & Images
-
•PDCA improvement cycle
-
•Issue Drill Down line, station or process
Industry 4.0 Solution
==> picture [59 x 44] intentionally omitted <==
Confidential
TRI's AI Application Can be divided in Two Phases
AI Defect Detection / Character Recognition / Visual Inspection / Measurement assistance Inspection PhasePhase Advantage: Improve Inspection Quality and Reduce False Calls
RS Phase
Repair Station Defect Classification and Re-Inspection Advantage: Reduce the workload of manual Re-Inspection
==> picture [202 x 118] intentionally omitted <==
----- Start of picture text -----
AOI
SPI
AXI
----- End of picture text -----
==> picture [47 x 102] intentionally omitted <==
==> picture [48 x 43] intentionally omitted <==
==> picture [50 x 45] intentionally omitted <==
==> picture [145 x 13] intentionally omitted <==
----- Start of picture text -----
TRI Inspection Solutions
----- End of picture text -----
==> picture [83 x 10] intentionally omitted <==
----- Start of picture text -----
TRI AI Station
----- End of picture text -----
Repair Station(s)
==> picture [398 x 152] intentionally omitted <==
==> picture [65 x 64] intentionally omitted <==
==> picture [65 x 63] intentionally omitted <==
==> picture [65 x 63] intentionally omitted <==
==> picture [64 x 63] intentionally omitted <==
==> picture [65 x 64] intentionally omitted <==
==> picture [66 x 64] intentionally omitted <==
==> picture [65 x 64] intentionally omitted <==
==> picture [64 x 63] intentionally omitted <==
TRI’s AI Solutions
1. AI Smart Programing
2. AI Station: Client-Server AI Inspection Fine-tuning
3. AI Verify Host: AI Repair Station
4. : AI Inspection
• AI OCV/OCR • AI Defect inspection • AI Cosmetic Inspection • AI Foreign Materials
TRI AI Roadmap
Short Term Mid-Term
Long Term
Technical cultivation
Expansion
Vision
Training Tool- Algorithms
Faster and more accurate Easier and quicker training Enlarge the scale
-
Zero escape and false call
-
Unmanned AOI
AI Station- Computation Power Built-in AI Networks- Big Data
AI Applications:
♦ Auto Programming ♦ OCR/Solder Joint/Cosmetic inspection/Alignment
♦ Smart Tuning ♦ Anomaly Detection ♦ 3D Reconstruction
♦ New SW Platform ♦ Internalized AI from designing
♦RS review
♦ Semi: Wire bond
34
In-house RD Team
==> picture [383 x 77] intentionally omitted <==
----- Start of picture text -----
.
•Optical Dept. • system S/W
• Mechanical Dept. YMS, R/S
----- End of picture text -----
- •PLC control •Lighting control
==> picture [195 x 110] intentionally omitted <==
----- Start of picture text -----
IT
BT
----- End of picture text -----
200[+] RD
Outside Support
Department of Computer science, National Taiwan Univ. - Image processing / Understanding
Department of Power Mechanical, Tsing Hua Univ., Taiwan - X-ray 3D Reconstruction/Digital Tomosynsis Algorithm/ CT algorithm Center of Measurement Standards, Industrial Technology Research Institute Taiwan
Recent Awards
2016 Global Technology Award 2017 Circuits Assembly NPI Award 2017 EM Asia Innovation Award 2018 Circuits Assembly NPI Award 2018 EM Asia Best Supplier Award 2019 Global Technology Award 2019 EM Asia Outstanding Product Award 2020 Global Technology Award 2021 EM Asia Innovation Award 2021 Global Technology Award
- TRI’s Company Milestones:
https://www.tri.com.tw/tw/about/about-21-1-2.html
Safe Harbor Notice
TRI’s statements of its current expectations are forward looking statements subject to significant risks and uncertainties and actual results may differ materially from those contained in the forward-looking statements. Except as required by law, we undertake no obligation to update any forward-looking statement, whether as a result of new information, future events, or otherwise.
Better Testing Better Quality
THANK YOU! For more information about
==> picture [103 x 93] intentionally omitted <==
Test Research, Inc. Please visit:
www.tri.com.tw
==> picture [105 x 90] intentionally omitted <==
==> picture [188 x 56] intentionally omitted <==