Data engineering · Analytics · Machine learning

Raw data in.
Real results out.

3R Data builds the pipelines, dashboards and models that turn scattered spreadsheets and systems into answers your team can trust and act on.

Book a free data review See how we work
  • Senior engineers on every project
  • Fixed-scope pilots in weeks, not quarters
  • You own all code and data

Services

Everything between your raw data and a better decision

Start with one problem or hand us the whole stack. We meet you where your data is today.

Data engineering

Reliable ELT pipelines, warehouses and lakehouses that collect data from every source and keep it fresh, tested and documented.

  • Pipelines
  • Warehousing
  • dbt

Analytics & BI

Shared metric definitions and dashboards people actually open, so every team works from the same numbers.

  • Dashboards
  • Metrics layer
  • Self-serve

Machine learning & AI

Forecasting, scoring and AI assistants grounded in your own data, deployed into production and monitored after launch.

  • Forecasting
  • LLM apps
  • MLOps

Strategy & governance

A clear roadmap, data quality checks and access controls that keep you compliant without slowing anyone down.

  • Roadmaps
  • Data quality
  • Privacy

The 3R method

Raw. Refined. Results.

Every engagement follows the same three steps, so you always know where the project stands and what you'll get next.

  1. 01

    Raw

    We audit your sources, systems and spreadsheets, map what exists and agree on the questions that matter most to the business.

    You get: a data audit and prioritized plan
  2. 02

    Refined

    We build clean, tested pipelines and a single trusted model of your business, with documentation your team can maintain.

    You get: a production data platform
  3. 03

    Results

    We ship the dashboards, forecasts and automations that answer those questions, then measure the impact against the goals we set.

    You get: decisions backed by data

Industries

Problems we love to solve

Retail & e-commerce

Demand forecasting, customer lifetime value and inventory planning across stores and channels.

Financial services

Risk scoring, fraud signals and regulatory reporting that reconciles the first time.

Healthcare

Privacy-first analytics on operational and patient-flow data to cut wait times and costs.

Logistics & operations

Real-time tracking, route efficiency and capacity planning built on live operational data.

SaaS & technology

Product analytics, churn prediction and revenue metrics your board and team agree on.

Public & non-profit

Open data, impact reporting and grant metrics on a budget that respects your mission.

Tools we work with

  • Snowflake
  • BigQuery
  • Databricks
  • Postgres
  • dbt
  • Airflow
  • Fivetran
  • Python
  • Power BI
  • Looker
  • Tableau
  • AWS
  • Azure
  • GCP

About 3R Data

A small team of senior data people who care about outcomes

We started 3R Data because too many data projects end with an expensive platform and no answers. We work the other way around: start from the decision you need to make, then build only what it takes to make it well.

No junior hand-offs, no lock-in, and no black boxes. Everything we build is yours, documented, and handed over so your team can run it.

  • Outcomes first. Every project starts with a measurable business goal.
  • Plain language. We explain trade-offs without jargon.
  • Built to hand over. Clean code, tests and docs from day one.
  • Privacy by default. Least-access security and compliance baked in.

FAQ

Common questions

How does a project usually start?

With a free 30-minute data review. We talk through your goals and current setup, then send a short written proposal with a fixed scope and price for a first pilot.

We don't have a data team. Can you still help?

Yes. Many clients start with spreadsheets and a few SaaS tools. We can act as your data team, and help you hire and train your own when you're ready.

Do we have to use specific tools or clouds?

No. We recommend what fits your budget and skills, and we're happy to work inside the tools you already pay for.

Who owns the work?

You do. All code, models, dashboards and documentation live in your accounts and repositories from the start.

How do you handle sensitive data?

We work in your environment with least-privilege access, sign NDAs and DPAs as needed, and never copy production data to our own machines.

Contact

Let's turn your data into results

Tell us a little about what you're working on. We reply within one business day.

Or email us at hello@3rdata.com