Data Quality

No-Code Data Quality Automation Tool for Reliable, Compliant Data

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Automated data quality flow with anomaly detection, audit score and visual data dashboards in Tale of Data

Automate Data Quality Checks with Tale of Data’s No-Code Platform

Tale of Data’s no-code platform helps your teams automate Data Quality checks, validate business rules, and resolve anomalies without writing a single line of code. In addition to advanced monitoring, the platform includes native capabilities for remediation, standardization, and normalization, so data issues can be identified and corrected in the same flow.

With guided workflows and intelligent rule engines, you ensure data accuracy, completeness, and consistency at scale while reducing manual effort and accelerating time to value. Whether you are working on regulatory compliance, reporting, operational excellence or optimizing the performance of AI models, Tale of Data gives you full control over your data quality processes, from detection to resolution.

Data quality workflow with validation rules and automated issue resolution in Tale of Data platform

Key Features of our Data Quality Automation Platform

Start your Data Quality journey with a no-code automation solution that delivers instant value and scales with your enterprise needs.

Flash Quality Audit

Generate a detailed Microsoft Word report in just a few clicks to instantly assess data quality scores and critical issues across your datasets. This flash audit provides high-level results, automatic recommendations on actions to take, and a complete summary of where the data could be improved.

Automatic Data Categorisation

Tale of Data’s AI scans the structure and contents of your datasets to detect over 50 types of sensitive and structured data, such as email addresses, phone numbers, social security numbers, and more, ensuring comprehensive coverage with no manual configuration needed.

Custom Data Categorisation

Define your own data types in line with your business vocabulary and detection needs. Tale of Data learns to recognize your custom labels and applies them at scale, even when you upload new files or ingest data from new sources.

Time Series

Combine powerful window functions with other Data Quality tools to seamlessly isolate anomalies, remediate and process measurement data from huge time series volumes.

Visual SQL-like processing nodes

Design data pipelines visually with SQL-style logic, including joins, unions, filters, and aggregations. Use lineage tracking to understand transformations and preview results step-by-step before moving forward.

Customisable Data Quality KPIs

Define and track your own Data Quality KPIs based on business expectations, technical thresholds, or regulatory requirements. Measure accuracy, completeness, uniqueness, timeliness, and other dimensions across all datasets, and visualize your results directly in the platform.

Business Rules

Design business logic visually to validate your datasets against specific expectations. Whether you’re checking for price ranges, null values, or format mismatches, Tale of Data lets you build robust rules that adapt to your operational reality.

Interactive Data Exploration

Thanks to our advanced AI-assisted Preparation Editor, you can filter interactively and explore your data in great detail. Quickly get familiar with a new unknown dataset and make corrections as you explore it.

Built-in Data Visualisation

Instantly generate dashboards to explore your dataset, filter results by category or rule status, and dive into problem areas without needing to export data into external tools.

Data Remediation

Tale of Data offers advanced remediation tools powered by AI to help you clean your datasets even in the most complex situations. Whether you're dealing with inconsistent date formats, missing values, or mangled strings, our platform detects, suggests, and applies corrections without writing a single line of code. Each issue is clearly surfaced with actionable suggestions so you can resolve it directly within the interface, at scale or row by row.

Data Enrichment

Enrich your datasets with contextual or external reference data. You can append missing information, complete taxonomy fields, or inject standardized codes such as ISO country lists, INSEE identifiers, or other sector-specific references.

Advanced Enrichment

Whether through fuzzy, phonetic, or proximity matching, Tale of Data gives you the ability to align datasets that were never designed to work together. Large reference data sources can be turned into search indexes also called repositories for instant matching against your own data using multiple exact and approximate search engines.

Product Benefits

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