The plumbing that quietly holds a business together. Extract from anywhere, transform consistently, load somewhere queryable — with monitoring, lineage, and replay built in from day one.
The reasons clients usually keep us once the first scope ships.
No bait-and-switch from your lead engineer in the pitch to a junior on day one. The people you scope with are the people who build.
We tell you what is in scope, what is not, and where the risks are — in writing, before you sign anything. Surprises kill projects.
You see real, running software every week. If a direction is wrong, you find out in week three, not week thirteen.
The work below is typical — we scope to the outcome, not a checklist.
Three phases that bracket the work.
A working session to map the outcome, constraints, and the smallest thing worth shipping first. You walk out with a written scope, not a sales deck.
Senior engineers in weekly sprints with live demos. You see progress every week — no surprise reveals at the end.
Production deploy, infra hand-off, runbooks, and team training. We stay on-call through the first traffic spike.
Projects in this pillar — the same skills that power a typical ETL & Data Pipelines engagement.
A multi-tenant CRM with lead-routing, Google Ads OAuth integration, agent dashboards, and conversion analytics. Powers daily operations for our partner agencies.
Daily active across multiple agency tenants
Daily extraction across 40+ sources with LLM normalization and a review queue. Cut a 3-person manual research team to one reviewer per week.
~30 hrs/week of analyst time recovered
If you do not see your question, just ask. We will tell you straight whether we are the right fit.
A 30-minute call, no slides. Tell us the outcome you need and we'll tell you what it takes to ship — honestly.