services / bi & reporting
Reporting people actually open.
Any BI platform, including Looker. We connect your data, audit existing setups and build interactive dashboards on a clean, governed model.
✦ Ready for the AI era. AI-assisted analytics only works on governed metrics. We build semantic layers so AI answers match your dashboards.
trusted by data teams at
✓ Enterprise-ready. Already trusted by multiple Fortune 100 companies.
bi implementation
Dashboards your team trusts
From first connection to complex interactive reporting, we build BI that is fast, consistent and used.
- Connecting and modelling your data sources
- Audits and clean-ups of reports that grew out of control
- Complex interactive dashboards and self-serve explores
- Metrics defined once and reused everywhere
✔ sources connected ✔ metrics defined once ✔ dashboards reviewed with stakeholders ✔ access & permissions set ! 12 legacy reports retired adoption: rising
// illustrative
platforms
Any BI platform
Already have a BI tool? We will work with it. Still choosing? We will help you pick the best one for your use case, team and budget. We are not tied to any vendor.
specialisations
Go deeper by tool
Looker
Clean LookML, governed explores and trusted dashboards.
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Looker Studio (Data Studio)
Fast, reliable Looker Studio reports.
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Power BI
Fast, governed Power BI models and reports.
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Semantic layer build
One definition for every metric, for people and AI.
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Tableau
Fast, consistent Tableau dashboards and data models.
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Metabase
Self-serve analytics on top of your warehouse.
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how we work
From first call to running system
01 /
Discover
We learn your goals, stack and constraints.
02 /
Plan
Audit findings and a clear, prioritised plan.
03 /
Build
Implementation by engineers, reviewed with your team.
04 /
Run
Hand over, or keep us on to support it.
more services
Other ways we can help
Analytics & tracking
Implementations and event libraries that make your tracking consistent and trustworthy.
GA4AdobeMixpanelEvent libraries
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Data infrastructure
Data pipelines, warehouses and the cloud computing underneath them.
PipelinesWarehouseGCPAWSAzure
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Data build & semantic layers
Trusted models and one definition of every metric, in dbt and MetricFlow, LookML, SQLMesh or Omni.
dbtMetricFlowLookMLSQLMeshOmni
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Audits
Independent audits of your analytics setup, data infrastructure and experimentation.
AnalyticsInfrastructureExperimentation
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A/B testing & experimentation
From audits of advanced programs to feature flags and warehouse-native experimentation.
GrowthBookStatsigEppo
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AI
Company brains, custom agent harnesses, team training and AI bots for your website.
AgentsTrainingWeb bots
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Data consulting
Tool selection, stack design and straight answers on what to build or buy.
StrategyTool selection
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Managed platform
We run the Reflective Data platform for you, end to end.
PipelinesBuildExplore
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"I've worked with hundreds of vendors, and Reflective Data stands apart. Their dedication to customer success is unmatched. They stayed with our team through every legacy-platform surprise until we could fully trust the data landing in our warehouses. Hands down one of the best teams I've worked with in 15 years."
— Marc, Senior Marketing Manager, Invesco
Tell us what you need. We'll scope it.
Pricing is tailored to your sources, volume and the parts of the platform you use. Request a demo or book a call with the team.