System connections
Move agreed information between systems through supported APIs, with clear rules for conflicts, permissions and failed updates.
Automation & integrations
Less repeated work. More connected systems.
When your team copies the same information between tools or prepares reports by hand, an integration may be more useful than another application. Working remotely with businesses internationally, I scope automation around your existing systems, data access and exceptions, with a manual fallback where the work needs one.
WHAT WE CAN WORK ON
Practical ways to help.
Document workflows
Explore OCR-assisted extraction for business documents, keeping human review where accuracy or unusual inputs require it.
Practical AI integration
Where useful, connect AI tools to approved information through scoped MCP or API integrations. Data access, review and operational boundaries come first.
BEFORE WE BUILD
Understand the work.
Define the scope.
- Walk through the task, its frequency, its inputs and the exceptions that people handle today.
- Check API access, sample data, ownership and the permissions required by each system.
- Choose a measurable pilot with a clear manual fallback and a person responsible for reviewing results.
THE DELIVERY
Know what you’re getting.
- An agreed workflow and integration map
- Scoped connectors or automation logic
- Failure handling and a documented manual fallback
- Operational checks and handover guidance
Third-party API limits, service availability, changing formats and data quality affect reliability. AI and OCR outputs may need human review. No private communications or internal systems are exposed as public demonstrations.
LET’S BUILD SOMETHING USEFUL
Show me the task your team keeps doing twice.
A new website, a more useful application, or a workflow that needs less manual work. Let’s start with the problem.