Data engineering & pipelines
Streaming and batch infrastructure for your operational, transactional, and product data — observable, idempotent, and built to last.
- dbt
- Airflow
- Spark
- Kafka
We're the data partner growing companies call when spreadsheets stop being enough — architecting the pipelines, models, and governance that turn raw operational data into decisions your team can act on this week.
From a focused sprint to a multi-year platform build — engagements are partner-led by senior practitioners who've built data infrastructure at companies just like yours.
Streaming and batch infrastructure for your operational, transactional, and product data — observable, idempotent, and built to last.
Customer 360, executive dashboards, and next-best-action models — with a metric layer your entire leadership team can trust.
Catalogs, lineage, data contracts, and access controls — operating-model design that keeps your business compliant without slowing engineers down.
Azure-first lakehouses, warehouses, and ML platforms — sized for mid-market budgets, hardened for compliance, ready to scale with your business.
Embedded engineers and analysts who run alongside your team day-to-day. Atlanta-led, with a senior delivery bench in India — and your data never leaves your US Azure tenant.
We don't ship discovery decks. Every phase produces working software, decisions on the record, and a path your team can run on their own once we're gone.
We embed with your team, map every data source, interview the people who live in them, and write a brief everyone can argue with.
We prototype the spine — schemas, data contracts, infra-as-code — until every choice is visible and the path to production is clear.
We run alongside your team until production is boring, then transfer ownership with runbooks, tests, and documentation — not a dependency on us.
Our anchor clients run on embedded delivery — senior engineers and analysts plugged in day-to-day. Alongside client work, we build reusable accelerators our network can deploy.
Analytics work was sitting in a queue — dashboards built and re-built, never quite trusted by the executive team.
Embedded analytics team delivering daily for a mid-size financial institution: customer 360, executive dashboards, and campaign analytics on a governed metric layer.
Operational data lived in seven places. Nightly spreadsheets papered over the gaps; nothing tied back to the financials.
Embedded data-engineering pod streaming operational, transactional, and product data into a governed lakehouse — with a metric layer the finance and analytics teams both build on.
Every quarter, compliance reports get reassembled by hand — spreadsheets, tribal knowledge, and a frantic week before submission.
A reusable compliance reporting data product: every line sourced from governed metrics, fully traceable, and deployable across our client network.
The Data Element was founded in 2022 by engineers who'd spent a decade inside data teams that kept getting promised transformation but never got the infrastructure to back it up. We started the firm we wished had shown up.
Today we operate out of Atlanta, GA — architects, analytics engineers, BI developers, and governance specialists. Every engagement is led by someone who writes code on the project and can trace your data from source to dashboard.