services / audits

Find what is broken before it costs you.

Independent audits of your analytics setup, data infrastructure and experimentation program, with a prioritised plan to fix what matters.

✦ Ready for the AI era. Before you point AI at your data, find out whether it can be trusted. We audit for AI-readiness too.

schedule-consultation get-quote

what we audit the report

what we audit

Three audits, one clear picture

analytics.md

Analytics setup

Tracking, tags, data layers, consent and data quality across your analytics platforms.

learn more →

infrastructure.md

Data infrastructure

Pipelines, warehouse, transformations, costs, security and reliability.

learn more →

experimentation.md

Experimentation

Tooling, statistics, instrumentation and process of your A/B testing and feature-flag program.

learn more →

the report

A prioritised plan, not a wall of findings

Every audit ends with a clear report: what is broken, how much it matters and the order to fix it in. We can also do the fixing.

Findings ranked by business impact
Concrete fixes with effort estimates
Optional implementation by the same team
A walkthrough with your stakeholders

★ Most setups we audit have at least one critical data-quality issue.

rd audit --all

rd audit --all

✔ analytics property & data streams
! 3 duplicate tags in GTM container
✗ purchase event missing value
✔ warehouse freshness & cost
! experiment sample-ratio mismatch

1 critical · 2 warnings · 14 passed

// illustrative

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.

more services

Other ways we can help

analytics-tracking.md

Analytics & tracking

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

GA4AdobeMixpanelEvent libraries

learn more →

data-infrastructure.md

Data infrastructure

Data pipelines, warehouses and the cloud computing underneath them.

PipelinesWarehouseGCPAWSAzure

learn more →

data-build.md

Data build & semantic layers

Trusted models and one definition of every metric, in dbt and MetricFlow, LookML, SQLMesh or Omni.

dbtMetricFlowLookMLSQLMeshOmni

learn more →

ab-testing.md

A/B testing & experimentation

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

GrowthBookStatsigEppo

learn more →

ai.md

AI

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

AgentsTrainingWeb bots

learn more →

bi-reporting.md

BI & reporting

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

LookerPower BITableau

learn more →

data-consulting.md

Data consulting

Tool selection, stack design and straight answers on what to build or buy.

StrategyTool selection

learn more →

managed-platform.md

Managed platform

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

PipelinesBuildExplore

learn more →

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.

get-quote schedule-consultation