Data & AI
Reporting, data integration and practical AI, grounded in your own data, with a human in the loop for anything consequential.
Good decisions need data people trust. We bring data together from operational systems, model it so reports agree with each other, and put it in front of the people who need it.
We use AI where it earns its place: search that understands plain language, drafting and summarising with a review step, and assistants grounded in your own published content with sources shown. We keep it away from decisions that must be authoritative and auditable.
What the work covers
Data integration and modelling
Pipelines from operational systems into a reporting store, with a documented data model and clear ownership of every field.
Dashboards and reporting
Operational and management reporting built around the measures you are held to, not the ones that are easiest to chart.
Grounded AI assistants
Assistants that answer from your own content and cite their sources, with clear routes to a person and logs you can audit.
Responsible AI by default
Data protection impact assessments, human review of consequential outputs, and evaluation against real questions before anything goes live.
What you receive
- Data inventory and ownership map
- Documented data model
- Dashboards and scheduled reports
- AI evaluation results and DPIA input
Software we bring to this work
Onarvo CRM
Leads, contacts, pipelines, quotes and invoices with Xero integration, for teams that manage relationships and enquiries.
Learn more Health & social careOnarvo Care
Service users, care plans, visit scheduling, carer compliance, incidents and funder billing for care providers.
Learn moreTalk to us about data & ai
Tell us what you need to achieve and the constraints you are working within. We will tell you plainly what we can commit to.
What happens next
- A conversation with the people who would deliver the work
- A short written note of scope, approach and assumptions
- A fixed or capped proposal where the scope allows
Existing customer? Contact support