Pipelines your whole team can trust
We built DataForge a platform that turns scattered, unreliable sources into trusted, real-time pipelines — so every team makes decisions on numbers they can actually believe.
- Client
- DataForge
- Timeline
- 16 weeks
- Our role
- Data engineering, platform, tooling
- Platforms
- Cloud, Dashboard, API
Overview
Three teams, three different truths
Every team at DataForge had its own copy of the numbers, and none of them agreed. Reports contradicted each other, trust in the data eroded, and simple questions took days to answer.
Highlights
- A unified pipeline from raw sources to trusted tables
- Data quality tests and freshness checks on every model
- Real-time streaming for the metrics that can't wait
- Self-serve access so teams answer their own questions
Impact
1
Source of truth
-80%
Time to a trusted answer
99.5%
Pipeline reliability
200+
Tested data models
The challenge
When people can't trust the data, they stop using it — and start guessing. DataForge needed one reliable pipeline and the tests to prove, continuously, that it stayed correct.
Our approach
We consolidated sources into a modeled warehouse, wrapped every model in quality and freshness tests, added streaming for time-sensitive metrics, and opened self-serve access with guardrails.
The outcome
DataForge now runs on a single source of truth that teams trust — answers that took days take minutes, and the pipeline proves its own reliability on every run.
What we built
The pieces that made it work
Unified pipeline
Raw sources modeled into clean, trusted tables.
Quality tests
Every model checked for correctness and freshness.
Streaming
Real-time metrics for decisions that can't wait for a batch.
Self-serve
Teams explore and answer their own questions safely.
Lineage
Full traceability from a number back to its source.
Alerting
Broken data pages the right owner before it spreads.
Under the hood
“For the first time, every team is arguing about what to do — not about whose numbers are right.”
Have a build like this in mind?
Tell us what you're building — within one business day you'll have a suggested scope, a timeline, and a ballpark.