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services / data consulting

Straight answers on data, tools and strategy.

Choosing the right tools, designing the stack and deciding what to build or buy. Honest advice from people who have seen most setups.

✦ Ready for the AI era. Not sure where AI fits? We help you decide what is worth building and what is hype.

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what we advise on

trusted by data teams at

NextEra Energy Invesco Adorama Adlibris StubHub Educative camino/financial

✓ Enterprise-ready. Already trusted by multiple Fortune 100 companies.

data consulting

Make the decision once, and make it well

Whether you are choosing a warehouse, a BI tool or an experimentation platform, we cut through vendor noise and give you a clear recommendation.

  • Tool selection and vendor evaluation
  • Data stack and architecture design
  • Build vs buy, with real costs
  • Roadmaps and prioritisation
  • Hands-on help to get the plan done
decision.md
Q: build or buy?
Q: which warehouse, which BI?
Q: can we trust this number?
Q: what should we fix first?

→ straight answers, from people who
  have done it many times

how we work

From first call to running system

step-01

01 /

Discover

We learn your goals, stack and constraints.

step-02

02 /

Plan

Audit findings and a clear, prioritised plan.

step-03

03 /

Build

Implementation by engineers, reviewed with your team.

step-04

04 /

Run

Hand over, or keep us on to support it.

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Other ways we can help

analytics-tracking.md

Analytics & tracking

Implementations and event libraries that make your tracking consistent and trustworthy.

GA4AdobeMixpanelEvent libraries

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data-infrastructure.md

Data infrastructure

Data pipelines, warehouses and the cloud computing underneath them.

PipelinesWarehouseGCPAWSAzure

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data-build.md

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.md

Audits

Independent audits of your analytics setup, data infrastructure and experimentation.

AnalyticsInfrastructureExperimentation

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ab-testing.md

A/B testing & experimentation

From audits of advanced programs to feature flags and warehouse-native experimentation.

GrowthBookStatsigEppo

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ai.md

AI

Company brains, custom agent harnesses, team training and AI bots for your website.

AgentsTrainingWeb bots

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bi-reporting.md

BI & reporting

Any BI platform, including Looker. Dashboards people actually open.

LookerPower BITableau

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managed-platform.md

Managed platform

We run the Reflective Data platform for you, end to end.

PipelinesBuildExplore

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client-story.txt

"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

get-started.sh

Tell us what you need. We'll scope it.

Pricing is tailored to your sources, volume and the parts of the platform you use. Get a quote or book a call with the team.

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