Agentic Process Automation · Laiye APA

Turn your automation into
enterprise assets

Build faster. Evolve continuously. Reuse everywhere.
Turn automation into lasting enterprise assets.

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What is Laiye APA?

Laiye APA turns process automation into enterprise assets.
AI agents understand and refine processes, while APA executes them deterministically, across development, execution, and maintenance, with enterprise-grade governance built in.

Agents across the entire lifecycle

AI agents support development, execution, and maintenance

Deterministic execution

Core logic is predictable and auditable

Enterprise-grade governance

Inherits RPA's permission management, version control, and audit trails

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Turn processes into assets as you build them

Capture real work as clear requirements. AI turns those requirements into executable processes, while existing automation can be reused or rebuilt, so nothing is lost and new automation never starts from scratch.

Operation recording

Business users simply do the work. AI captures it as a structured requirement

AI generation

AI turns requirements into executable processes
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Process migration

Run existing Laiye RPA processes or migrate legacy workflows from other vendors

Through continuous optimization, self-healing, and knowledge retention, process assets keep evolving as your business, systems, and expertise change.

Continuous optimization

Agents update the process to new requirements, developers review and APA executes and verifies

Self-healing

Execution recovers on its own, matching each step's intent to the screen and folding the fix back in

Knowledge retention

Enterprise knowledge compounds in a shared hub of APA Skills, ready for the next build or update

Turn every process into a reusable enterprise skill. Agents, applications, and employees can invoke the same governed process wherever it's needed.

Process-to-skill and unified management

Process assets become callable enterprise skills that the enterprise registers, governs, and owns

Cross-product reuse and agent invocation

Agents call processes, business systems integrate via OpenAPI, and keeping a human in the loop

Deterministic execution with traceable feedback

APA executes and verifies each process, returning traceable progress, results, and exceptions

Why enterprises choose Laiye APA

Enterprises don't need more scripts. They need process assets that evolve with the business.

So what makes a process enterprise assets?

ONE DOCUMENT.
ONE EXECUTABLE PROCESS.
ENTERPRISE ASSETS.

Traditional RPA: Scripts that depreciate

Code and requirements drift apart

Maintenance depends on the original developer

Reactive firefighting after system changes

Mostly scheduled or manually triggered

→

Laiye APA: Assets that compound

Human-readable

Agents can understand and modify

APA can execute and verify

Make every process callable

Adopt existing processes, build new ones fast

When the business changes, the process changes with it

Build once, reuse everywhere

Agents think. APA makes enterprise processes deterministic.

Agents bring intelligence and flexibility. APA brings deterministic execution to your workflows.

Key differences

Agent

APA

How it runs

Reasons toward a goal, calls tools and Skills, and adapts as conditions change.

Turns critical processes into standardized skill assets that Agents can call. It doesn't run the work itself.

Cost & speed

Varies with the reasoning chain, the model, and how complex the task is.

Standardized assets reduce repeat builds and unnecessary reasoning, so cost and quality stay more predictable.

Result consistency

Timing, parameters, paths, and results can shift with model judgment and environment changes.

Versioned Skills, explicit states, and validation rules make the processes Agents invoke far more predictable.

Auditability

An Agent's decision path needs extra mechanisms to be captured and replayed.

Skill versions, invocation settings, and validation rules stay visible — traceable evidence for every run.

Where it fits

Exploration, adaptive responses, cross-system work, and knowledge work.

Critical enterprise processes, repeatable operations, process asset accumulation, and automations that need stable SLAs.

OSWORLD 2.0 · AGENT EXECUTION

Agent full-completion rate on complex enterprise workflows: 20.6%

20.6%

Fully completed

Highest Agent score on the official benchmark

The other 79.4% of tasks were not fully completed.

20.6% completed

79.4% not fully completed

108 long-horizon, real-world computer-use workflows, 69.6% of which take a skilled human more than one hour to complete.

Note: This is the official OSWorld 2.0 benchmark result and does not represent performance across all enterprise workflows.

Mission-critical processes can't run on probabilistic execution. They need mechanisms that are predictable, verifiable, and auditable.

Laiye APA helps agents get work done deterministically, with standardized Skill assets

For open-ended, fast-changing tasks, let agents explore autonomously.

For high-volume, mission-critical processes that require consistent delivery, proven approaches become Skills that agents can invoke on demand — with APA providing deterministic execution.

Does turning a process into a Skill make it APA?

No. A Skill shows an agent how a task can be completed, but the agent still decides when to invoke it, which parameters to use, and how to interpret the result.

In APA, critical processes are captured as standardized, versioned, verifiable, and auditable Agents invoke these assets and carry out the work. The two are complementary, not interchangeable: agents explore and take action, while APA standardizes Skills and turns them into reusable process assets.

Standardized

Versioned

Verifiable

Auditable