All engineering capabilities

SENXOS / DATA & AUTOMATION

Connect your data.
Keep work moving.

Connect scattered systems, documents and spreadsheets with clear handling and execution flows. Reduce repeated entry and make results, exceptions and next actions visible.

AI integration concept, not a live system or client case.

Repetitive work often sits between systems.

  • Scattered data needs manual transfer.
  • Different fields and formats require repeated cleanup.
  • Completed and failed runs are hard to distinguish.
  • Exceptions depend on email follow-up.

From data intake to traceable execution.

  1. Connect

    Map available system, document and spreadsheet interfaces.

  2. Validate

    Check required fields, formats and duplicates without inventing values.

  3. Automate

    Use events or schedules, with checks and human gates.

  4. Query & report

    Work from confirmed data and consistent definitions.

  5. Observe & resolve

    Expose outcomes, errors and bounded retry results.

AI interprets. Rules govern execution.

Use AI for documents, classification and summaries. Explicit rules and authorization govern writes, amounts and important states. Missing evidence stays visible for review.

  • Documents: retain sources and confirm before importing.
  • Classification: suggest ownership; people review sensitive items.
  • Summaries: calculate numbers in code and explain confirmed data.

See why each record proceeds or stops.

Predefined order samples, checked and simulated in your browser only. No external systems, uploads, storage or AI inference.

Predefined source records

Load a sample to begin.

Outcome

Load a sample to begin.

Activity on this page

Load a sample to begin.

Improve one repetitive workflow first.

Orders & operations

Connect orders, inventory and management data.

Documents & knowledge

Organize searchable information with sources and access limits.

Notifications & approvals

Route status updates while retaining responsibility.

Scheduled reports

Prepare verifiable reporting and summaries.

Failures deserve a clear path too.

  • Validate before executing; stop on invalid conditions.
  • Use business identifiers to prevent repeated processing.
  • Bound retries and distinguish manual-resolution cases.
  • Require authorization for deletion, payments and sensitive changes.

Validate a small scope. Hand over clearly.

  1. Map the workflow

  2. Check data & interfaces

  3. Validate a small scope

  4. Build & hand over

Questions, answered

What happens when data or synchronization fails?

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

Can automation work without an API?

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

Must we replace existing systems?

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

What about source code and maintenance?

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

Contact

Start with one task you repeat every day.

Tell us where data comes from, what happens next and where work gets stuck. We help define verifiable, maintainable automation.

Discuss automation