Drafted

Approach

From chaos to one system

We work inside your stack - warehouse, orchestration, BI - and leave you with operational clarity, not another unused deck.

Documented damage

When data fails, capital moves fast

Publicly cited losses from our internal failure case set—inventory write-downs, trading blowups, settlements, and revenue leakage.

Reported financial hit by company

Year vs loss (bubble size = magnitude)

Audience

Two kinds of teams usually call us

Some already have a modern stack that no one trusts. Others are still running critical decisions through spreadsheets that the business has outgrown.

Broken systems

Pipelines & BI gaps

For teams whose data systems are already broken

You have pipelines, dashboards, BI tools, and a warehouse — but the system underneath them is unreliable.

  • Metrics don't match across tools or teams
  • Pipelines fail silently and get caught too late
  • Definitions drift, ownership is unclear, trust is low

If reporting meetings keep turning into debates, the issue is no longer visibility. It is system reliability.

Spreadsheet ceiling

Exports & reconciliation

For teams whose spreadsheets are no longer enough

Excel got the business this far, but manual reporting and disconnected files are now slowing the company down.

  • Critical reporting still depends on spreadsheets and exports
  • Manual reconciliation is eating time every week
  • The business needs a real system, not another excel sheet

Spreadsheets feel cheap until they become infrastructure. Then every report depends on memory, manual work.

Operational data team

Your data doesn't work.We fix it

We turn broken data setups into reliable analytics systems — where metrics match, pipelines run, and dashboards are actually used.

system / pipeline-monitorlive
product_events
12.4k / hr
crm_sync
3 min ago
finance_export
RUNNING
metrics_refresh
2.1s avg
dbt_models
94 passed
last checked 00:00:47 ago_

Need the system fixed fast?

Stop shipping decisions on broken numbers.

We audit what is failing, repair the foundation, and work with your team until data is reliable in day-to-day decisions.

  • Founders in the implementation
  • Clear priorities in week one
  • Fixes shipped, not just slides
  • Metric ownership made explicit
  • Pipeline failures caught early
  • BI logic aligned across teams
Priority intake

Book a focused call

Tell us where trust is breaking. We will map first fixes and ownership in one working session.

Talk to us