Laysi
Research for consequential operations
We study cloud-native infrastructure, zero trust, and industrial AI to build systems that hold up in real operating environments.
Research becomes part of the systems people rely on to make decisions, manage risk, and keep daily operations moving.
Explore the researchEXPLORE
Research
Study before building
We first examine identity, policy, evidence, and decisions in the conditions where systems must work. Products then grow from research that can be tested against daily operations.
Zero Trust for Edge Nodes
We study policy as a service for zero-trust access control at edge nodes, with reliability evaluated under edge operating conditions.
Zero-trust governance
A governance framework connects access control, roles, risk review, and operating rules with digital enterprise management.
Industrial annotation
Multimodal annotation examines how language and vision models can reduce manual work in industrial machine-learning datasets.
Cloud Native
Keep architecture ready to change
Cloud-native puts responsibilities, boundaries, and change paths into the design, so services can be replaced, behaviour can be observed, and decisions can be traced. As scale, teams, and conditions shift, the system keeps a clear way to operate.
Zero Trust
Verify every boundary
Zero trust requires each action to carry verifiable identity, context, and permission, with an accountable record of what follows. From devices and data to agents, roles, and governance, the same discipline can guide every relationship.
Recovery
Rebuild itself after disruption
The live system can absorb a deliberate disruption, reconnect its nodes, and return to stable operation.
Press the button to take part of the running system offline, then watch it reorganize and grow back.
Products
Research in operation
The same attention to identity, boundaries, and evidence takes shape in products built for different kinds of work.
TrustIoT.AI
A factory AI agent that answers equipment and energy questions from knowledge the factory maintains itself.
Laysi One
A self-hosted finance and HR system for Taiwan SMEs, covering accounting, receivables, payables, payroll, attendance, and regulatory rules within the customer’s own environment. Every operation can be called by an AI agent and leaves an audit record, while roles and approvals keep consequential work under control.
Next
Start with the question at hand
Start with the research, examine the products, or bring the operating question that needs a clearer next step.
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