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Analysis Report on Commercialization of SUPCON Technology's TPT Large Model and Its Performance

#tpt大模型 #业绩下滑 #工业ai #商业化落地 #战略转型 #中控技术 #自动化
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January 17, 2026

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Analysis Report on Commercialization of SUPCON Technology’s (688777.SS) TPT Large Model and Its Performance
1. Core Event: RMB 150 Million in Commercialization of TPT Large Model

Based on public information, SUPCON Technology’s

TPT Process Industry Time-Series Large Model
has achieved
RMB 150 million in commercialization
[1][2]. This milestone marks substantial progress in the company’s strategic transformation from traditional industrial automation to industrial AI.

Key Progress in TPT Large Model Commercialization:

Time Node Milestone Event
June 2024 Launched TPT 1.0, the world’s first process industry time-series large model[1]
August 2025 Launched TPT 2.0, added platform-based, self-service capabilities[1]
On the day of TPT 2.0 launch Cumulative pre-ordering enterprises reached 518, with 112 sets sold[1]
October 2025 Won the bid for Sinopec’s Polyolefin R&D AI Demonstration Project, achieving a breakthrough in core process R&D in the petrochemical sector[1]

2. Current Performance Status: 2025 Net Profit Expected to Be Halved

According to the company’s 2025 performance forecast:

Financial Indicator 2025 Forecast YoY Change
Net Profit Attributable to Parent Companies RMB 426 million - RMB 524 million
Down 53.07%-61.85%
Non-Recurring Net Profit RMB 328 million - RMB 403 million
Down 61.17%-68.42%
Revenue Scale Expected YoY Decline Weak demand from downstream customers[3][4]

Main Reasons for Performance Decline:

  • Slowing macroeconomic growth and weak demand from downstream customers[3][4]
  • Year-on-year decrease in bank wealth management and interest income
  • Year-on-year increase in exchange losses

Historical Performance Trend:

Year Operating Revenue Net Profit Attributable to Parent Companies Revenue Growth Rate Net Profit Growth Rate
2022 RMB 6.624 billion RMB 798 million +46.56% +37.18%
2023 RMB 8.620 billion RMB 1.102 billion +30.13% +38.08%
2024 RMB 9.139 billion RMB 1.117 billion +6.02% +1.38%
2025E Expected decline RMB 426-524 million Decline Down over 50%[4][5]

3. Analysis of Commercial Value of TPT Large Model
1. Technological Breakthroughs and Efficiency Improvement
  • Traditional Model vs TPT Model:

    • Traditional process expert analysis: Takes 1-2 months
    • TPT automatic decomposition and calculation: Takes only tens of minutes
    • Efficiency improved by over 90%
      [1]
  • Practical Application Effects:

    • Groundbreaking applications in chlor-alkali, thermal power, petrochemical and other plants
    • Delivered over 50% efficiency improvement for customers
    • Wanhua Chemical waste liquid treatment: Saves RMB 30 million per year
    • Sinopec Yanshan Branch predictive maintenance: Reduces losses by RMB 120 million per year
    • Holds 42% of domestic APC algorithm patents, with petrochemical equipment operation stability rate reaching 99.2%[2]
2. Business Model Transformation

SUPCON Technology is promoting a business model transformation

from project-based to subscription-based
:

  • Cumulative signed subscription-based customers:
    938
    (as of end-June 2025)[1]
  • 2024 new orders for robotics business:
    RMB 167 million
  • 2024 revenue from robotics business:
    RMB 56.01 million
    (from scratch)[2]

4. Strategic Investment and Future Plan
1. “ALL in AI” Strategy
  • Vision and Goal:
    Become a global leader in industrial AI with a market value of RMB 1 trillion[1]
  • Investment Plan:
    Invest
    RMB 20 billion
    in AI business over the next 4-5 years
  • Revenue Targets:
    • AI business: Annual revenue reaches
      RMB 20 billion
    • Robotics business: Annual revenue reaches
      RMB 5 billion
      [1]
2. Transformation Timeline

Management expects it will take

3-5 years
to become
an industrial AI company focused on subscription-based software and AI products
, and is optimistic about the alignment between the strategic transformation period and the “15th Five-Year Plan”[2].


5. When Will the Performance Downturn Be Reversed?
Predicted Key Time Nodes
Phase Time Expectation Key Indicators
Bottoming-out Phase 2025-2026 Traditional business stabilizes, AI business proportion increases
Growth Phase 2027-2028 AI business accounts for 30%-35% of revenue, large-scale revenue formed
Realization Phase After 2029 AI business annual revenue targets RMB 20 billion, net profit margin rebounds
Key Factors for Turning Losses into Profits

Positive Factors:

  1. Rapid progress in TPT commercialization:
    518 pre-ordering enterprises and 112 sets sold lay a foundation for revenue growth[1]
  2. High customer repurchase rate:
    2024 customer repurchase rate reached 91%, forming an ecological closed-loop[2]
  3. High technological barriers:
    The industrial track is complex, with high entry barriers and favorable competition pattern
  4. Domestic substitution dividend:
    Localization rate of industrial software is only 8.1%, with huge substitution space[2]

Risk Factors:

  1. Traditional business continues to face pressure:
    Weak capital expenditure in downstream industries such as chemical, petrochemical, and energy
  2. Profit pressure during investment period:
    RMB 20 billion AI investment will continue to erode profits
  3. Macroeconomic uncertainty:
    Industrial automation demand is highly correlated with macroeconomy

6. Investment Recommendations and Risk Warnings
Technical Analysis Perspective

Based on the latest technical indicator analysis[0]:

Indicator Value Signal Interpretation
Current Price $64.32 -
20-Day Moving Average $53.05 Short-term moving average is above long-term moving average
50-Day Moving Average $51.43 Medium-term trend is relatively strong
Support Level $53.05 -
Resistance Level $65.76 -
Beta 0.38 Low correlation with the broader market
Trend Judgment Sideways consolidation No clear directional signal
Comprehensive Judgment
  1. Short-term (2025):
    Performance will remain under pressure, net profit halving is a foregone conclusion, and the RMB 150 million TPT commercialization will hardly fully offset the decline in traditional business.

  2. Mid-term (2026-2027):
    With the promotion of TPT 2.0 platform-based services and the increase in subscription customers, AI business revenue is expected to achieve “double-digit or higher growth”[1], and performance is expected to gradually stabilize.

  3. Long-term (after 2028):
    If the RMB 20 billion AI investment is converted into product competitiveness as scheduled, coupled with the policy dividends of the “15th Five-Year Plan”, the company is expected to usher in a performance inflection point and realize valuation reshaping from traditional automation to industrial AI.

Risk Warnings
  • Downstream demand falls short of expectations due to prolonged macroeconomic downturn
  • Commercialization progress of AI business falls short of expectations
  • Long payback period of R&D investment affects cash flow
  • Exchange losses caused by exchange rate fluctuations

References

[1] Sina Finance - “40 Billion RMB Hangzhou Automation Leader Pushes Forward Industrial Intelligence” (https://finance.sina.com.cn/roll/2026-01-09/doc-inhfsfzv3124368.shtml)

[2] Stock Market Dynamics Analysis Weekly - In-Depth Analysis of SUPCON Technology (https://www.gsdtfx.com/srv/lst)

[3] Eastmoney - “SUPCON Technology: 2025 Net Profit Expected to Drop 53.07%-61.85% YoY” (https://finance.eastmoney.com/a/202601093614407373.html)

[4] Tencent News - “SUPCON Technology Expects 2025 Net Profit to Be Halved YoY to RMB 426-524 Million” (https://news.qq.com/rain/a/20260111A04XA600)

[5] Radar Finance - “SUPCON Technology Expects 2025 Net Profit to Be Halved YoY to RMB 426-524 Million” (https://cj.sina.com.cn/articles/view/7317133861/1b4229a2502001f35i?froms=ggmp)

[6] Jinling API Data[0]

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