DATA ENGINEERING CONSULTANCY · EST. 2026

RESCUE

Cleaning up the mess AI left behind.

Your data infrastructure is broken. We tell you exactly where and why, fix it, rebuild it, and keep it running.

Book a discovery call
01WHERE IT BREAKS

Three ways data infrastructure fails.

Different roads, same destination: a stack nobody fully understands and numbers nobody fully trusts.

01

Technical debt from fast growth

Multiple teams built multiple solutions. Now the stack is a patchwork of incompatible tools and undocumented pipelines. New features take too long, and leadership can't trust the numbers.

02

AI-generated infrastructure

It works in development and fails silently in production. Records get dropped, aggregations come out wrong, and nobody notices for months because no human was reviewing the logic.

03

Third-party work that didn't deliver

An agency or offshore team built it, closed the contract, and left. The platform doesn't scale, can't be maintained, and was never documented. Your team is stuck with it.

02WHAT WE DO

Start with a Diagnosis. Continue on a retainer.

Three distinct tiers for different stages of maturity. Not upsell packages.

TIER 1
Stabilization & Maintenance
For companies that need their stack kept alive and monitored while they decide what to rebuild.
  • Ongoing pipeline monitoring
  • Incident response & root cause
  • Quality checks on critical paths
  • Weekly health reports
  • As-found documentation
TIER 2
Progressive Reconstruction
For companies whose stack doesn't scale and needs rebuilding layer by layer, without stopping the business.
  • Everything in Tier 1
  • Target-state architecture
  • Layer-by-layer migration
  • Quality & lineage frameworks
  • Parallel operation in transition
TIER 3
External Data Team
For companies that don't have, and don't want to build, an internal data team. We become the function.
  • Everything in Tier 1 and 2
  • Full platform ownership
  • Strategy & roadmap
  • Hiring advisory
  • Full accountability
THE ENTRY POINT

The Rescue Diagnosis

A fixed-scope, fixed-price audit of your stack. Pipelines, warehouse, orchestration, quality. You get a written report with findings, risk classification, and a roadmap. Delivered in 2 to 4 weeks.

Request a Diagnosis
03OUR POSITION ON AI

AI is a tool. Not a colleague. Not a decision-maker.

We don't reject AI. We reject delegating engineering judgment to it. Every line in your production is written, reviewed, and understood by an engineer.

WHERE AI IS ACCEPTABLE

  Documentation drafts
  Boilerplate and scaffolding
  Syntax lookup and reference
  Test case suggestions

WHERE IT IS NOT

  Architectural decisions
  Production pipeline logic
  Data modeling
  Anything in prod without review

Your stack is broken.
We'll tell you exactly where and why.

A 30-minute call. We listen. No pitch, no proposal until we understand the problem.