DATAVEXA / FRAMEWORK 02
Foundations.
Reliable, repeatable data delivery — from source to decision. Monitored pipelines, reusable models, and tests in the pipeline. Zero to analytics-ready in weeks.
YOU NEED FOUNDATIONS IF
Pipelines break silently — and you hear about it from a stakeholder, not an alert.
Core reporting still lives in manual spreadsheets someone maintains by hand.
A new data question takes weeks, because every answer is rebuilt from scratch.
An AI pilot worked in a notebook but never survived contact with production.
THE BUILD PLAN
Reliable delivery your team can run — without depending on us.
PHASE 01
Model the core
Reusable data models built from your source structures — shared across reporting, analytics, and AI consumption.
PHASE 02
Make it reliable
Monitoring, alerting, and SLAs on every critical pipeline. Tests live in the pipeline — not discovered in the dashboard.
PHASE 03
Prove the cadence
Fresh data delivered on a dependable schedule, with quality gates that fail fast — so outputs are reproducible, not one-offs.
PHASE 04
Hand over
Your team runs it — runbooks, standards, and observability they own, so nothing stalls when we leave.
WHAT'S INCLUDED
Everything you need — nothing you don't.
Monitored pipelines with SLAs — alerts before stakeholders notice a break
Reusable, tested data models: a bronze/silver/gold architecture with a metric layer
Governance embedded — security, access control, and quality by default
Runbooks and standards your team owns and can extend without us
WHAT LANDS IN YOUR HANDS
Every critical pipeline watched — alerts before anyone notices.
One model, consumed by reporting, analytics, and AI alike.
Uptime you can put in a contract.
BEFORE FOUNDATIONS — CLARITY · THEN CORE
Is Foundations your
starting point?
The diagnostic scores your delivery reliability in two minutes. If it's not Foundations, we'll tell you what it is.