Inventory the sources
We list every system that holds data your decisions depend on — the app database, the payment processor, the ad platforms, the help desk — and document what each one exports, how often, and where it lies. That inventory becomes the contract for the pipeline and the reason nothing surprising shows up in a dashboard later.
Example brief
Revenue lives in the payment processor, orders in the storefront, and marketing spend in three ad accounts. Nobody can answer what a customer cost us last month without a day of spreadsheet work.
Land, model, test
Extraction runs on a schedule with retries and alerts. Transformations are versioned code with tests that fail the build when a column changes shape or a total drifts from the source. Agents write the first pass of models and tests from the schema; we review the logic that carries business meaning.
Keep it running without a data team
Every pipeline ships with monitoring, cost limits, and a runbook that explains what to do when a source goes down. We tune warehouse spend so the bill stays flat as volume grows, and we hand over a repository your engineers can extend without calling us.
Example requests
Warehouse setup with modeled marts for revenue, marketing, and product
Scheduled extraction from storefront, payments, ads, and support tools
Data tests that block bad loads before they reach reports
Freshness and cost monitoring with alerts to your channel
Reverse sync of segments back into marketing tools
Related
Nearby use cases
Build analytics dashboards people open on Monday
A handful of dashboards that answer the questions your team asks weekly, fed by tested data and kept in sync with how the business actually runs. Fewer charts, more decisions.
Build internal tools your team actually uses
Replace the spreadsheet, the shared inbox, and the manual handoff with a small application built for the job. Admin panels, dispatch boards, approval flows — shipped in weeks, not quarters.
Run lifecycle email and SMS that pays for itself
Welcome, browse, cart, post-purchase, and win-back flows built on your data and tuned every month. The owned channel that keeps working when ad costs rise.
Try it on your own work.
Tell us the job. We scope it, price it, and ship the first sprint.