Data platforms and dashboards
Pipelines that consolidate scattered data, and dashboards leadership can read without a training session.
The challenge
The numbers exist, in six places, in three formats, with two definitions of the same metric.
Meetings start with an argument about whose figure is right, and the decision waits.
How we approach it
Agree definitions first
In writing, before a single pipeline is built.
Build to those definitions
One calculation, in one place, used everywhere.
One view per decision
Not one view per data source.
Publish lineage
Any figure can be traced back to its source record.
The same four phases, whatever we are building.
- 012–3 weeks
Discovery
We map your current process, users and constraints, then define scope in writing.
- 022–4 weeks
Design
Interface and data design, reviewed with the people who will use the system daily.
- 036 weeks+
Build
Delivery in two-week increments, each one testable, with progress visible throughout.
- 04Ongoing
Launch & support
Deployment, training and documentation, then optional support at a level you choose.
What you get
- A metric dictionary agreed and signed off by you.
- Scheduled ingestion from each of your sources.
- Automated checks that flag bad data before it reaches a chart.
- Views by role, readable without training.
- Scheduled reports in the formats you already circulate.
- Documentation tracing every figure to its origin.
What changes
One definition
Per metric, agreed before it is measured.
Traceable
Every number can be followed back to source.
Decision-shaped
Views built around the choice being made.
Self-generating
Reports produce themselves on schedule.
Often looked at together.
Business & workflow automation
Automating the re-typing, chasing and monthly reporting that quietly consumes a team.
Government digital systems
Registries, e-services, MIS platforms and reporting for ministries, agencies and regional bureaus.
AI solutions
Custom models where they earn their cost, established providers where they do not.
About this work specifically.
General questions about scope, ownership and timelines are answered on the resources page.
Databases, spreadsheets, accounting systems, and most tools with an API. Where a system has no API we build an integration layer around it, including scheduled file exports where that is genuinely the only route.
You do, and we insist on it being written down before we build. Most dashboard disputes are definition disputes wearing a technical costume.
Tell us what you need built.
We reply within two working days with honest scope and next steps — including when we are not the right fit.