Solutions

Find your industry, find your answer

Manufacturing and research, government and regulated industries, and global expansion — each starts from the customer’s pain points and ends in measurable results.

If your scenario is not listed below, describe it in an enquiry and we will tell you whether we have directly relevant experience.

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Industry scenarios

Three scenarios, three compute combinations

Each card sets out the industry pain points and our approach; open one for the full four-part argument.

Manufacturing & Research

Elastic compute for simulation and AI inspection

Pain points

Simulation and model training need peak capacity, but building a cluster takes months and sits idle the rest of the year.
AI inspection and equipment maintenance need several models working together; a single model cannot solve the business problem.

Our approach

Rent GPU hours for the project cycle. Scale up for simulation and training peaks, release at the end, and never pay for idle hardware.

↑60%Faster simulation↓35%Annual compute cost3×Faster experiment cycles

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Government & Regulated

Data residency with a full domestic stack

Pain points

Data is sensitive and compliance requirements are strict, so models cannot run in an uncontrolled public environment.
Domestic-stack mandates require domestic chips and operating systems, and general-purpose solutions are often incomplete.

Our approach

Models run in your own data center or a designated isolated environment, with training and inference data never crossing the security boundary.

100%Data residencyLevel3Compliance level2weeksStandard delivery

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Global Expansion

Multi-region nodes with low cross-border latency

Pain points

Overseas users hitting domestic nodes see high latency, and the poor experience costs conversions.
Cross-border settlement and compliance are complex, requiring auditable usage and billing.

Our approach

Route to the nearest optimal node to cut cross-border latency and support a global user experience.

<200msAPI response latency70%Customers serving overseas99.9%+Monthly availability

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Entry points

Different roles, different starting points

It is one platform, but four audiences care about completely different things. Here are the shortest paths.

What four audience segments look for, and the recommended entry point
Audience	What they need	Recommended entry
AI-native, token-intensive companies	Evaluate API latency, cost, availability, and model coverage, and need to integrate quickly.	Token Factory + performance dashboard
Large enterprises and state-owned groups	Verify private deployment, domestic-stack support, data residency, and compliance credentials.	Private deployment + compliance documentation
Companies going global	Understand global model coverage, cross-border latency, and settlement options.	Global expansion solution + multi-region nodes
Growth-stage companies and developers	A standard API that works immediately, with no operations burden and usage-based billing.	Token Factory + performance dashboard

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Tell us about your scenario

Describe your business goal and constraints, and we will come back with a product combination, a compute list, and a cost estimate.

Explore platform capabilitiesBusiness response, Mon–Fri 9:00–18:00 (CST)