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data platform + services

From raw events to decisions.
One platform

Pipelines, dbt, dashboards and an AI agent in one data platform, built for AI-assisted workflows. Buy all of it, buy one part, or let us run it for you.

request-demo schedule-consultation

// one login · one connection layer · AI-ready by design · every part sold separately

Reflective Data
->Pipelines{}Build##Explore[]DashboardsaiAgentpyNotebooksmdKnowledge
Which channels drove the most revenue last month?
ai
2 steps · processed 0.1 GB

Revenue by channel, last month

paid search420organic360email240social150

Paid search led, followed by organic. Answered from your semantic layer, so it matches your dashboards.

Ask about your data...↑

// illustrative

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 agent, live now. Chat with your data, get charts and answers, or connect through MCP.

⇅ 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 agent + MCP: live explore-all-platform-features custom pricing → request a demo

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

Analytics & tracking

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

GA4AdobeMixpanelEvent libraries

learn more →
data-infrastructure

Data infrastructure

Data pipelines, warehouses and the cloud computing underneath them.

PipelinesWarehouseGCPAWSAzure

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data-build

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

Audits

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

AnalyticsInfrastructureExperimentation

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ab-testing

A/B testing & experimentation

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

GrowthBookStatsigEppo

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ai

AI

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

AgentsTrainingWeb bots

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bi-reporting

BI & reporting

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

LookerPower BITableau

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data-consulting

Data consulting

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

StrategyTool selection

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managed-platform

Managed platform

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

PipelinesBuildExplore

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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. Request a demo or book a call with the team.

request-demo schedule-consultation