Introduction
DataRight IQ is advanced batch data-parsing software that identifies the information in your records so you can standardize, enrich, and restructure it for effective use.
Overview
Real-world customer data is messy. Names, firms, addresses, and other details arrive inconsistently formatted, abbreviated in different ways, or "floating" across free-form fields with no reliable structure. That inconsistency makes data hard to search, match, analyze, and trust.
DataRight IQ reads your data in batches, identifies the meaningful pieces inside each record, and turns them into clean, consistent, structured output. Along the way it can standardize values, add helpful new data, split and restructure records, and report on the overall quality of your data.
What it does
At a high level, DataRight IQ helps you:
- Parse & identify - pull names, titles, firms, addresses, email, phone numbers, dates, and custom patterns out of free-form or mixed fields.
- Standardize - make values consistent: casing, common business words, acronyms, and city/state/ZIP last-line data.
- Enrich - generate new data such as gender codes, prenames, personalized greetings, match standards, and data-quality scores.
- Transform & restructure - convert coded values, search-and-replace, split combined names, and reshape floating data into clean fields.
- Prepare data for matching - produce consistent, component-level data and match standards that make downstream deduplication far more effective.
- Report on data quality - generate statistics and reports that quantify the condition of your data.
Where it fits
DataRight IQ is a batch engine designed for high-volume data preparation. It's often the first step in a broader data-quality workflow: clean and structure the data with DataRight IQ, then feed it into validation, matching, or consolidation.
- For certified postal address validation and geocoding, pair DataRight IQ with Address IQ Realtime Services. DataRight IQ standardizes and structures address data; Address IQ performs official validation.
- For matching and consolidation, DataRight IQ's parsed components and match standards make records easier to compare and dedupe.
Next steps
- How It Works - the record-processing model, inputs, and outputs.
- Parsing & Data Identification - everything DataRight IQ can recognize and isolate.
- Standardization & Enrichment - making data consistent and adding new value.
- Transforming & Selecting Data - reshaping, converting, and selecting records.
- Reporting & Output - data-quality reporting and output formats.