Score data product contracts by schema clarity, freshness SLA, ownership, quality checks, and consumer impact

Profile datasets with type inference and quality stats

Generate statistical profile of any dataset

Generate column statistics, inferred types, cardinality, and quality signals.

Profile JSON record arrays — fill rates, cardinality, type inference and top values.

Generate statistical profiling summaries for tabular data

Track data provenance through analysis pipelines

Data Quality API — intelligence and analytics for AI agents.

Checks Data Quality Checker data instantly — optimized for agents, LLMs, and MCP workflows.

Route data quality incidents from affected metric, source system, freshness breach, stakeholder impact, and owner readiness

Data Quality Intel API — intelligence and analytics for AI agents.

Generate data quality rules from samples

Browse and apply data quality rule templates for completeness, accuracy and validity.

Validate datasets against configurable quality rules.

Score dataset quality across completeness accuracy and consistency

Score data quality completeness and accuracy

Score data quality on completeness, accuracy, consistency

Score data quality for agents with completeness, accuracy and consistency metrics

Score data quality across completeness and uniqueness dimensions with field stats.

Score data field quality across null rate, duplicates, type consistency and range validity. Returns A-D grade.

Live data quality scorer data for agents and LLMs.

Check data residency requirements by country with cloud region recommendations

Check data residency requirements by country with cloud region recommendations

Check data residency requirements by jurisdiction

Validate data storage locations meet residency requirements

Gate data residency transfers from source region, destination, data class, consent basis, and vendor location

Calculate data retention periods by jurisdiction and type

Calculate required retention periods for data types under GDPR, HIPAA, SOX, PCI DSS, and CCPA.

Check data records against retention policies

Calculate and optimize data retention policy builder with actionable recommendations

Classify data retention rules from record type, jurisdiction, consent status, legal hold, and deletion deadline

Sample rows from large datasets

Generate representative sample from dataset

Analyzes and processes data sampler data — optimized for agents, LLMs, and MCP pipelines.

Sample data arrays using random, systematic, stratified or first/last methods.

Compare two data schemas for changes

Scrub sensitive data and PII from datasets with redaction rules

Score research data sharing plan quality and openness

Convert between bits bytes KB MB GB TB for API payloads

Convert data sizes — bytes, KB, MB, GB, TB and bits. Built for AI developer and utility agents.

Calculate descriptive statistics for datasets

Convert between bytes, KB, MB, GB, TB with binary vs decimal difference explained.

Data Storage Converter

Data Structures Guide data API — search, random, bulk endpoints.

Triage data subject requests from request type, identity proof, jurisdiction, data systems, and response deadline

Generate statistical summary for visualization and reporting

Data Tokenizer

Data Transfer Rate Converter

Transform JSON keys and values — camelCase, snake_case, remove nulls, flatten arrays.

Run deterministic row transformations without expression eval.