1. Data ownership
Define which system is authoritative for each record and field, and how conflicting updates should be resolved.
I develop API integrations that connect the business software you already use, synchronise information between systems and reduce manual data entry. From third-party APIs and webhooks to custom application endpoints, I build integrations around your actual workflows.
I develop custom API integrations that connect business software, synchronise data and reduce manual hand-offs. Whether you need to connect third-party platforms or link an existing service to a bespoke application, I focus on the data and workflows your business actually needs.
API integration work can involve third-party APIs, webhooks, scheduled synchronisation and custom endpoints for your own applications. I map the information that needs to move between systems and consider authentication, permissions, rate limits, validation, retries and logging so that failures can be investigated and handled appropriately.
The right integration depends on the capabilities of the platforms involved. Where a direct API connection is unavailable or unsuitable, I can investigate other supported approaches and explain their limitations before development begins.
I also consider what happens after launch: how the integration will be monitored, how credentials will be managed, what happens when a provider changes its API and how future changes can be tested safely. The aim is a maintainable integration that supports your business process rather than another fragile connection to manage.
When business software does not communicate properly, staff can end up copying customer details, updating the same records in several places or manually checking whether information has transferred successfully.
I develop custom API integrations to connect these processes, helping your systems exchange the information they need without introducing unnecessary duplication. The aim is to reduce manual work while keeping data ownership, permissions and failures visible.
I can connect third-party services and bespoke applications using supported APIs, webhooks and scheduled synchronisation, with data mapping and access controls defined around your requirements.
I establish which system owns each field, how updates should be transferred and what should happen when a request fails or data cannot be processed.
A reliable integration needs more than a successful API request. I assess authentication, rate limits, pagination, payload formats, event ordering and provider limitations before settling on an implementation.
Define which system is authoritative for each record and field, and how conflicting updates should be resolved.
Plan retries, duplicate handling, timeouts, partial failures and operations that need manual intervention.
Determine how each system authenticates requests, what access the integration needs and how credentials will be managed.
Review API versions, rate limits, pagination, request quotas and the availability of required endpoints.
Determine how failed exchanges are recorded, investigated and recovered, and which issues should trigger alerts.
Define how data mappings, error scenarios and changes to connected APIs will be tested.
Before connecting business systems, I consider how the integration will behave when requests fail, data changes or a third-party service becomes unavailable.
| Question to ask | A basic approach | A more robust approach |
|---|---|---|
| What happens when an API request fails? | Try the request again. | Use appropriate timeouts, bounded retries, error logging and a recovery process for unresolved failures. |
| How are duplicate webhook events handled? | Ignore repeated messages. | Track event identifiers and use idempotent processing where supported to prevent duplicate operations. |
| What happens when the provider changes its API? | Update the integration when it breaks. | Validate incoming data, monitor failures and plan for supported API versions and contract changes. |
| How can staff investigate a missing update? | Check both systems manually. | Use structured logs, processing status and appropriate alerts to trace and recover failed exchanges. |
| Which system owns each record? | Keep both systems updated. | Define authoritative fields, update direction and conflict-resolution rules for each data flow. |
| How are credentials and access managed? | Store the API key in the application. | Use suitable secret management, restricted permissions and a process for rotating credentials. |
| How are large data sets transferred? | Request all records at once. | Account for pagination, rate limits, incremental updates, processing time and recoverable batches. |
| How is the integration tested? | Check that a successful request works. | Test expected responses, invalid data, timeouts, duplicate events, provider errors and recovery behaviour. |
An existing connector is often the best choice when it handles the data and workflows you need. Custom API integration becomes worth considering when standard connectors cannot exchange the right information, apply your business rules or handle the process reliably.
I can assess the available options before recommending development, so you understand the technical limitations and ongoing requirements before committing to a solution.
If your team spends time copying information between applications, reconciling inconsistent records or working around disconnected software, an API integration may help simplify the process.
I can review the available APIs, map the required data flow and identify the main technical risks before scoping the work. The result should support a clear business process, with appropriate security, monitoring and recovery built in.
You do not need a complete technical brief. I can review how your systems exchange information today, identify manual steps and integration gaps, and define a practical scope before development begins.
I start by understanding the work the system needs to support. I keep decisions clear as the project moves from initial planning into development and launch.
I map the users, information, hand-offs and problems the software needs to solve.
I define the core features, data, integrations and a realistic first release with you.
I develop and test the application, then review it against real tasks and your feedback.
I help get the system live and plan sensible improvements as your requirements evolve.
Answers about custom API integration, connecting business software and developing reliable system-to-system data flows.
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