From scattered data to decision systems
Many teams collect data but still depend on manual spreadsheets, disconnected tools, and reporting processes that drain time. This service designs practical data systems and AI-assisted workflows — from collection to dashboards, automation, and decisions your team can trust.
The problem is rarely lack of data. It is that collection, reporting, and analysis are disconnected.
When these challenges accumulate, programme data becomes difficult to trust and difficult to use.
Data collection tools produce messy datasets that require hours of cleaning before each reporting cycle
Manual Excel exports every cycle — copying, formatting, and rebuilding the same charts repeatedly
Inconsistent indicators across reports make it hard to track progress or compare across periods
Dashboards nobody trusts because they require manual updates and go out of date quickly
Programme teams that collect data but aren't sure how to interpret it or use it for decisions
A data system that accumulates technical debt — and eventually becomes too difficult for anyone to maintain reliably
A complete decision system — from collection to AI-assisted reporting
Each service can be engaged individually or combined into a full Decision Systems Buildout.
Design structured KoboToolbox forms that produce clean, analysis-ready datasets from the start — reducing data cleaning and improving quality at source.
- Survey design and question structuring
- Skip logic and validation rules
- Repeat groups and calculations
- Analysis-ready dataset output
Establish processes that help teams verify and maintain reliable data — the essential foundation for meaningful reporting.
- Data validation checks and anomaly detection
- Submission review dashboards
- Standard procedures for verifying field submissions
Connect data collection to reporting tools so reporting becomes automatic and consistent — spend less time preparing data, more time using it.
- KoboToolbox to Power BI connection
- Automated data refresh workflows
- Eliminating manual Excel exports
Create dashboards that help programme teams monitor performance and track indicators — translating data into visuals that support decisions.
- Programme indicator performance views
- Geographic distribution of activities
- Submission monitoring and trend analysis
Reorganize accumulated spreadsheets so they are usable for analysis and reporting — without starting your data work from scratch.
- Standardizing variable names and data structures
- Removing inconsistencies and duplicates
- Preparing datasets for dashboards or analysis
Support programme teams in understanding how to interpret and use data effectively — ensuring systems are actually used by the people they support.
- How to read and act on dashboards
- Understanding indicators and programme metrics
- KoboToolbox to Power BI workshops
Everything your programme needs, bundled
Packages make it easier to understand the full value and get a complete data system in place quickly.
Design a complete data collection and reporting workflow for teams getting properly structured for the first time.
- KoboToolbox form design
- Dataset structuring for reporting
- Basic decision dashboard
Build a pipeline that connects data collection to automated dashboards — so reporting runs itself each cycle.
- Full data pipeline connection
- Data transformation and modelling
- Automated dashboard with scheduled refresh
A full review and rebuild of an organisation's data and reporting workflow, with staff trained and systems documented.
- Data audit and recommendations report
- Dataset restructuring and cleaning
- Dashboards and pipeline automation
- Staff training sessions included
Optional add-on: Data Systems Audit — Review of your current forms, datasets, and reporting workflows with a written recommendations report.
A structured process from consultation to a working system
Every engagement starts by understanding your specific context — not a generic template applied to your programme data.
Book a free consultationUnderstand your organisation's data collection and reporting needs. 30 minutes, free, no commitment.
Assess existing tools, forms, datasets, and reporting workflows to identify what needs to change.
Design improved data collection structures, indicator frameworks, data models, and reporting workflows.
Implement forms, dashboards, pipelines, and automation according to the agreed design.
Training sessions and clear documentation so your team can own and sustain the system going forward.
Organisations that collect programme data and want to improve how it is managed and used
Your organisation deserves data systems that work as hard as your team does
If your team collects data but still struggles with reporting, analysis, dashboards, or responsible AI adoption, this is the place to start.
30-minute consultation — always free
No commitment required
Written proposal with clear scope & price
No vague estimates
Systems built for your team to own
Training and documentation included
Request a consultation
Tell us about your data, reporting, or AI workflow challenge and we'll follow up within 48 hours.