How healthy is the platform your business runs on?

Who it is for

Organizations whose data platform grew by accident: incidents are frequent, trust in data is low, and nobody can say where the money goes or who owns what.

The problem it solves

Platform rot is a compounding tax: every brittle pipeline adds on-call load, every quality gap erodes trust, every untracked cost line hides waste. The health check makes the rot visible — ranked by blast radius, not vibes.

What's included

• Pipeline audit: reliability, failure modes, retry and backfill behavior, SLAs
• Data-quality posture: contracts, tests, incident history, trust signals
• Freshness and latency review against business needs
• Cost visibility: where the money goes across storage, compute, and tooling
• Governance and ownership mapping
• Risk register ranked by blast radius, plus a sequenced remediation roadmap

Deliverables

• Written platform health report
• Risk register ranked by blast radius
• Sequenced remediation roadmap your team can execute
• Read-out session with leadership and engineering

Typical duration

Two to three weeks, fixed scope. Architecture, code, data-flow, and operations review across the estate — the deep end of diagnosis, matched to the breadth of the platform.

What happens afterward

This is the master key to engineering revenue. It converts into Data Pipelines & Platform rebuilds, Lakehouse Engineering, an embedded pod of two to five engineers in your rituals, or a platform partnership with quarterly roadmaps. Treat the read-out as the start of the build conversation.

Start free, then go deep

Our Data Platform Health self-assessment is a free self-assessment you can finish in minutes. This engagement is the next level: we get inside your environment and produce findings your team can execute.