API integration
Real-time or batch system connections.
- REST and webhooks
- authentication
- data mapping
- queues and retries
Automation, APIs and AI
Less manual copying and more controlled data flow.
We connect stores, ERP, CRM, warehouse, accounting and custom services with logs, error handling and human control where needed.
How we approach it
Automation must be visible, measurable and recoverable.
We define inputs, decisions, outputs and exceptions before building connectors, monitoring and operating procedures.
Capabilities
What we can deliver
Scope can be one focused task, a complete delivery or ongoing collaboration.
Operations automation
Recurring tasks without manual starts.
- imports and exports
- orders and statuses
- notifications
- approval steps
AI processing
Assisted workflows with validation.
- copy and translation
- classification
- document extraction
- reply suggestions
Monitoring
Visibility into every run and error.
- logs
- alerts
- limits
- manual retry and rollback
Deliverables
Concrete project deliverables
You know what will be created, how it will be verified and what ongoing operation requires.
Design
- process map
- data contracts
- exceptions
- security model
Build
- connectors
- scheduled jobs
- transformations
- tests and logs
Operations
- monitoring
- alerts
- documentation
- API maintenance
Technology
Tools follow the problem
We use established platforms, LineSW products and custom integrations according to real data and constraints.
REST API and webhooksWordPress and WooCommerceERP and CRMcron and queuesOpenAI API when requestedCSV/XML/JSONnotificationsintegration scripts
Process
A clear path from brief to operations
Work is split into verifiable steps with backup and rollback for risky production changes.
Brief and access
Clarify objectives, current state, constraints, data and responsibilities.
Design and priority
Split work into foundation, recommended improvements and future development.
Build and test
Verify functionality, data, mobile, performance and critical scenarios.
Launch and care
Deploy with checks, hand over outputs and agree ongoing operation.
FAQ
Questions about this service
Technical and commercial details are clarified after a short project review.
Can you connect a system without a plugin?
Yes, when it has a usable API or data export.
Can AI be used safely?
Yes, with data minimization, validation, logging and human approval according to risk.
What happens when automation fails?
We design logs, alerts, retries, quarantine and rollback where appropriate.
Can we begin with a prototype?
Yes. We often validate one data flow before expanding.
Other services
Connected LineSW capabilities
Web, commerce, data and growth often overlap. Each area has its own detailed page.
Request
Describe what you need to solve
Share the current state, problem and desired outcome. We can prepare the technical specification together.
- current website or system
- what is failing or missing
- desired outcome and priority
- timing and budget range
Or email info@linesw.com.