AI planning and integration
Assess practical AI use cases, data requirements, and safeguards before selecting or integrating tools.
- Use-case and readiness review
- Knowledge assistant options
- Human review and escalation points
Data & AI
Data & AI.
Turn organisational data into clearer decisions. We help teams improve reporting, prepare for responsible AI use, and identify practical ways to apply analytics and automation.
Common data and AI challenges
Make information more useful.
Fragmented data, inconsistent reporting, and unclear AI use can make good decisions harder to reach.
Opportunity
Disconnected information
Data spread across files and systems can make it harder to create a consistent view.
Opportunity
Manual reporting
Repeated collection and formatting can take time away from interpreting results.
Opportunity
Limited visibility
Teams may lack timely reports that answer their operational questions.
Opportunity
Unclear AI use cases
New AI tools can be difficult to evaluate without a defined purpose and safeguards.
Opportunity
Data quality gaps
Incomplete or inconsistent records can reduce confidence in analysis and automation.
Data & AI support
Start with a clear use case.
We help teams improve the foundations first, then choose analytics, automation, or AI where it can add practical value.
Reporting and business intelligence
Bring agreed data sources together into reports and dashboards that help teams monitor useful measures.
- Reporting requirements and metrics
- Dashboard design and development
- Scheduled reporting options
Data integration and preparation
Improve how selected information is collected, structured, and prepared for reporting or other agreed uses.
- Data source and quality review
- Integration and transformation workflows
- Documentation and ownership
How we work
Build from reliable foundations.
We connect the problem, the available information, and the right level of technology before recommending a solution.
Define the decision or task
Clarify what the team needs to understand or improve, who will use the result, and how success will be assessed.
Review data and options
Consider available information, data quality, privacy, existing tools, and whether analytics, automation, or AI fits.
Build and learn
Develop an agreed solution, review its outputs with users, and plan how it will be maintained and improved.
Areas of support
Choose the right data and AI work.
We can scope an individual improvement or connect several areas into a focused plan.
AI planning and integrationUse cases
- AI use-case and readiness review
- Knowledge assistant and search options
- Workflow automation assessment
- Data handling and human review needs
Reporting and analyticsInsight
- Reporting requirements and measures
- Dashboard design and development
- Data source integration and preparation
- Reporting workflow improvements
Data foundationsQuality
- Data quality and consistency review
- Data models and documentation
- Access and ownership considerations
- Integration and maintenance planning
Different operating contexts
Data work shaped around your decisions.
We shape data and AI work around the information, decisions, and safeguards relevant to each organisation.
Healthcare
Consider patient and service information, reporting needs, and responsible use of sensitive data.
Key Focus: Service reporting and data careFinancial Services
Consider customer and transaction data, operational reporting, and the controls around its use.
Key Focus: Operational insight and controlsGovernment
Consider information across programmes and services, and how it can support planning and reporting.
Key Focus: Service and programme reportingNGOs
Consider programme data, field reporting, and information shared with funders and partners.
Key Focus: Programme insight and reportingData & AI questions
What to expect.
A few common questions about data, automation, and AI projects.
Let’s talk
Find a practical next step.
Tell us what you want to understand, improve, or automate. We’ll help you explore a practical way forward for your organisation.