Data Quality Snapshot
For one representative, non-sensitive CSV or Excel file.
- Three priority quality findings
- Recommended cleanup and validation rules
- Suggested deduplication key
- Fixed-price implementation recommendation
Metaworld Systems turns a clearly bounded manual task into a tested automation, integration, data pipeline, or operations module. Start with a small diagnostic when the scope is uncertain; move to implementation only when the inputs, rules, exceptions, and acceptance examples are clear.
A diagnostic produces a useful artifact and a fixed-price recommendation. It does not include production implementation or require production credentials.
For one representative, non-sensitive CSV or Excel file.
For one repetitive business process.
For two documented systems or one API and a file/database destination.
For a connected workflow that needs rules, approvals, exceptions, or reporting.
The exact package limits and price are written before work begins. Software subscriptions, paid APIs, ongoing hosting, regulated workflows, and features outside the stated package are separate.
Cleaned output plus a report showing what changed, what failed validation, and why.
One visible, testable workflow built with the simplest reliable fit across n8n, Make, Zapier, or Python.
Connect documented systems without duplicate records or silent failures.
One to three connected workflows or modules with explicit business rules and an accountable launch boundary.
A revision corrects delivered work against the agreed requirement or acceptance example. A new rule, source, endpoint, workflow, integration, or output is new scope.
Describe the trigger, current steps, tools, and exact successful outcome.
We name inputs, exceptions, limits, access, acceptance examples, price, and delivery.
The delivery is tested against the agreed examples and includes evidence and documentation.
Scoped defects are corrected; extensions receive a separate quote.
Send the process, tools involved, and one non-sensitive example. We will tell you whether a diagnostic or implementation package fits.
[email protected]