Connect systems through documented interfaces and appropriate authentication.
Service / 07
Data & System Integration
Connect services and make operational data easier to use and understand.
What this service is about
When business tools are disconnected, teams spend time copying information and reconciling different views. Integration and data work begins by mapping systems, ownership, permissions and the decisions the data needs to support.
What the work may include
Design repeatable transformations and validation for agreed data sources.
Present useful measures with clear definitions and source context.
Make missing values, schema changes and unexpected inputs visible.
What good delivery should cover
- A map of data sources and ownership.
- Defined integration scope and failure handling.
- Clear metric definitions and validation rules.
- Security and access requirements reviewed upfront.
Our approach
We begin with context and constraints, agree the scope, review the proposed direction, then build and validate the agreed deliverables. Specific milestones, fees and timelines are confirmed only after project discovery.
Frequently asked questions
Can you connect third-party software?
Possibly. Access to supported APIs, vendor permissions and usage limits must be confirmed.
Will dashboards show real-time data?
Refresh rates depend on the source systems and technical constraints; they should be specified during discovery.
Can you migrate data?
Data migrations may be scoped after reviewing formats, volume, quality, permissions and validation needs.
Start with the challenge, not a feature list.
Tell us what needs to improve. We can help outline the next steps and agree an appropriate scope.