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data platform + services

From raw events to decisions.
One platform

Pipelines, transformation and exploration in one integrated data platform. Buy all of it, buy one part, or let us run it for you.

get-quote schedule-consultation

// one login · one connection layer · every part sold separately

rd — ~/platform
# 1. pull data from any tool into your warehouse
rd pipeline create --source ga4 --dest bigquery
# 2. model it: versioned SQL + semantic layer
rd build run --select marts.revenue+
# 3. explore it: dashboards and notebooks
rd explore open --notebook cohort-retention

✔ pipelines  healthy
✔ models     184 passing
✔ explore    42 dashboards live

trusted by data teams at

NextEra Energy Invesco Adorama Adlibris StubHub Educative camino/financial

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

platform

Three tools. One connected data platform.

Each part is a product on its own. Together they share connections, users, accounts and projects, so nothing gets re-configured three times.

platform-architecture — how data moves

your sources

Google Analytics 4 Google Ads Meta Ads CRM & SaaS tools Databases & files Custom APIs + hundreds more

reflective data platform

01 · extract + load

Pipelines

Pull data from hundreds of sources and integrations into your warehouse. Includes GA4 parallel tracking.

02 · transform

Build

Hosted dbt plus a semantic layer: versioned SQL, tests, docs and scheduling.

⎇ GitHub support. Keep your models in your repo and ship changes through pull requests.

03 · analyze

Explore

Self-serve dashboards and Jupyter notebooks.

✦ AI-assisted exploration. Ask in plain English, get queries, charts and answers.

⇅ your data warehouse · reads & writes at every step BigQuery · Snowflake · Redshift · more
▣ unified layer one login · shared connections · users, accounts & projects

optional · your own bi tools

Looker Tableau Power BI Google Sheets anything that speaks SQL

optional · fully managed services

We run the whole thing for you

Sources to dashboards: pipelines monitored, models maintained, reporting built. Your team gets answers instead of infrastructure.

see-services
buy it whole or buy one part AI features: shipping soon custom pricing → get a quote

most popular pipeline

GA4 → BigQuery, without the 1M-event cap

The native GA4 export pauses once a property passes 1 million events a day. Parallel Tracking sends a second copy of your hits straight to your own BigQuery, so the export never stops.

  • Typically a small change to your tracking code or GTM tag
  • No daily event limit on the export
  • Not just BigQuery: also Snowflake, Amazon S3 and other destinations

★ A popular, far more affordable alternative to GA360.

parallel-tracking read-the-guide
ga4-export.log
native export · cap 1M/day
day 1  ██████████░░░░░░░░░░░░  820k
day 2  █████████████░░░░░░░░░  1.04M capped
day 3  ░░░░░░░░░░░░░░░░░░░░░░  paused

parallel tracking · no cap
day 1  ██████████░░░░░░░░░░░░  820k
day 2  █████████████░░░░░░░░░  1.04M
day 3  ██████████████████████  1.9M ✔

// illustrative numbers

services

World-class experts for every part of your data stack

Not ready for a platform, or want people who have done it a thousand times? Our team audits, builds and runs analytics, data infrastructure, experimentation and AI for startups and enterprises.

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 →
audits.md

Audits

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

AnalyticsInfrastructureExperimentation

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 →
all-services

// 1,000+ implementation projects · vendor-neutral · senior specialists

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

why reflective data

Built by data people, for data people

01 /

Integrated by design

One account, one set of connections and one permission model across pipelines, build and explore. Not three tools stitched together.

02 /

Hands-on support

You talk to the engineers who built it. When a legacy source misbehaves, we dig in until the data can be trusted.

03 /

Modular, no lock-in

Your warehouse, your SQL, your data. Start with just pipelines or just dbt and add the rest when it makes sense.

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