Questions, answered

Yes. Describe the users, tools, problem and intended outcome. We can clarify whether a prototype and further development are appropriate.

Not necessarily. Review the software, data and interfaces first. Integration or targeted improvements may be enough.

Clarify the core workflow, data, integrations and acceptance criteria before agreeing delivery. Assess the impact of new requirements before changing priorities.

Agree code and documentation handover, third-party licences, deployment and maintenance responsibilities and fees before work begins.

Yes. Choose a workflow with clear roles, inputs and completion criteria, validate its use and data, then consider expansion.

One complete core user journey, including the necessary data, permissions, error handling and outcomes, rather than every possible feature.

Assess the market and provider interfaces, including notifications, duplicates, cancellation, refunds and access updates.

Prototypes and representative data help agree assumptions, usable results and scope before committing to the next stage.

It depends on the model, deployment and data. Agree what may be shared, masked or kept internal, then check the provider’s actual processing arrangements.

Retain sources, use representative tests and rules, and route missing evidence, exceptions and important actions for human confirmation.

Define checks, stopping conditions, bounded retries and notifications. Surface the cause instead of guessing missing values or retrying indefinitely.

Assess permissions and system limits. Supported exports, imports or batch files may be options; real-time connectivity is not assumed.

Current rule demos use prepared examples in your browser. They do not upload, store, perform OCR or model inference, or grant operational approval.

AI may prepare information and candidates. Accounting updates, payments and important changes require explicit authorization, rules and confirmation.

Agree currencies, rate source, date and rounding rules before matching and review. Do not alter source amounts just to force a balance.

First assess interfaces, authorization, safety and test conditions. Current website demos do not control equipment.

Do not guess the specification. Obtain the missing basis before evaluation and follow the site’s quality-confirmation procedures.

The Wuhan company was established on 11 May 2026. San Jose describes the leaders’ study, development and collaboration, not a SENXOS-owned US branch.

Call through the contact page. Free development and training depend on project conditions and resources; wearables and unstarted activities remain plans or exploration.

Industry pages describe potential applications, not completed cases in every field. Published cases require genuine materials and permission.