How Dataplane Works

Three steps to reliable data: Define business intent in plain English, evaluate data in minutes, and fix issues automatically.

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The Process

Define. Evaluate. Fix.

Three capabilities that turn data chaos into operational reliability.

1Define

Set expectations in plain English

Business teams describe what valid data should look like using natural language. Dataplane converts this business intent into precise, executable rules—no SQL or engineering required.

Natural language rules — Express expectations the way you think about them

Version-controlled — Every rule is auditable and traceable over time

Shared across teams — Analysts and engineers work from the same source of truth

2Evaluate

Find issues before they cause problems

Dataplane continuously checks incoming data against your expectations. When issues are detected, it identifies exactly what's wrong, where it's happening, and why it matters.

Rapid detection — Catch issues in minutes, fast enough for operational cycles

Root cause diagnosis — Know which vendor, system, or process caused the problem

Clear explanations — Understand what failed and why, not just that something broke

3Fix

Resolve issues automatically

When data fails expectations, Dataplane can automatically correct common issues like unit mismatches, formatting errors, missing values, or invalid types. Every fix is versioned and audit-ready.

One-click fixes — Resolve issues with a single action or set to auto-correct

Safe and auditable — Every correction is logged, versioned, and reversible

Focus on insights — Teams spend time analyzing data, not cleaning it

Benefits

Built for Operational Teams

Dataplane keeps operations running smoothly by catching and fixing data issues before they disrupt planning, forecasting, or execution.

Move Faster

Business teams define rules directly without waiting for engineering. Decisions happen faster when everyone trusts the data.

Prevent Disruptions

Catch vendor format changes, missing data, and unit mismatches before they break planning cycles or operational dashboards.

Reduce Manual Work

Stop spending hours hunting for data issues. Dataplane finds them, explains them, and fixes them automatically.

Stay Audit-Ready

Every rule, detection, and fix is logged and traceable. Know exactly what changed, when, and why.

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See how Dataplane can transform your data operations. Get a personalized demo with our team.

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