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Industry & globalization

AI²F turns research outputs into reusable capabilities for manufacturing, shipping and outward business.

Service capability

Intelligent scheduling and manufacturing optimisation agents

Convert manufacturing constraints into dynamic decision models, improving capacity allocation and delivery stability.

Main scenes

  • Concurrent optimization of orders and lead times
  • Dynamic re-scheduling under equipment/process disruptions
  • Joint tuning of quality outcomes and process parameters

Service scope and public cases

  • Manufacturing pilots (publicly disclosed cases without published named clients)
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Service capability

Overseas market entry and customer development agents

Translate overseas expansion needs into an explainable country-compliance-business fit structure to support execution in globalization.

Main scenes

  • Target market screening and prioritization
  • Compliance and policy-window mapping
  • Prospect list construction and pre-engagement preparation

Service scope and public cases

  • One robotics market-entry project (100+ qualified potential clients)
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Service capability

EcoAiTech maritime carbon compliance platform

Convert fuel and emissions data into deployable compliance operations that support continuous governance for shipping under multiple jurisdictions.

Main scenes

  • FuelEU and EU ETS compliance calculation
  • Cross-jurisdiction emissions verification and risk monitoring
  • Carbon-cost optimization and compliance advisory for shipping firms

Service scope and public cases

  • Over 20 EU countries
  • More than 200 ocean-going vessels
  • Nearly 100 shipping enterprises
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Service capability

RiskAtlas

Connect global restrictive regimes and enterprise trade contexts by establishing a traceable rule-and-entity knowledge framework.

Main scenes

  • Cross-border compliance search
  • Pre-entry risk checks for market entry and supply chains
  • Data foundation for enterprise tools and agent workflows

Service scope and public cases

  • For cross-border business, supply-chain risk control and country research
  • Covers official public restriction-measure information across jurisdictions
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