AI-powered data transformation
Clean, map, merge, enrich, and validate your data through a guided experience that combines AI assistance, SQL flexibility, and human control.
AI assistant
248 customer records use inconsistent state formats. Standardize them using two-letter state codes?
Generated SQL
SELECT customer_id,
upper(state_code(state)) AS state
FROM bronze.customers;Data quality score
Transformation preview
Pending approval| Customer | Before | After |
|---|---|---|
| Northwind LogisticsCUS-10241 | Florida | FL |
| Axiom ManufacturingCUS-10242 | FL | FL |
| Meridian FoodsCUS-10243 | Fla. | FL |
| Caldera SystemsCUS-10244 | florida | FL |
Writes a standardized state column to the Silver layer. Source values are preserved in Bronze.
Guided transformation
Genius analyzes your data, identifies potential issues, and recommends the next steps. Review each suggestion, make adjustments when needed, and remain in control throughout the process.
AI analyzes columns, formats, relationships, missing values, duplicates, and inconsistencies.
Get clear suggestions for cleaning, standardizing, mapping, merging, enriching, and validating your data.
Preview exactly what will change, inspect the affected records, and approve or modify the recommendation.
Once approved, Genius performs the transformation and displays the resulting dataset.
AI recommends. You decide. Genius transforms.
Structured data transformation
Organize and transform your data through Bronze, Silver, and Gold layers, creating a clear and governed path from source data to analytics-ready information.
Ingest and store data from applications, databases, APIs, files, and spreadsheets while maintaining the original source structure.
Correct inconsistencies, standardize structures, combine sources, validate fields, and create reliable datasets.
Turn validated data into governed tables, business rules, calculated fields, and analytical models ready for reporting and decision-making.
From raw data to reliable decisions—one governed layer at a time.
Simple by design
Genius makes complex data transformation easier to understand and manage. Its intuitive, guided experience helps users complete transformations without requiring advanced data engineering expertise.
Ask Genius
Suggested transformation
Map 1,412 GL accounts into six reporting categories using your chart of accounts, then write the result to silver.accounts.
Affected rows · 0
Nothing changes until you approve. The mapping is saved as a reusable workflow.
The simplicity of a guided experience, with the power of a modern data platform.
Work your way
Describe the outcome you need in natural language, work directly with SQL, or combine both approaches. Genius gives every user the flexibility to work in the way that best matches their skills.
Describe the outcome
Try
Proposed transformation
Join silver.customers with silver.contracts on customer_id, keeping every customer and flagging 37 contracts with no matching customer for review.
Ask in plain language. Work in SQL. Or use both.
Human control
Genius evaluates your data and recommends ways to improve its quality, consistency, and structure. Every recommendation is presented for review before it is applied.
AI recommendation · data quality
Awaiting reviewThe transformation normalizes the state field in the Silver layer against a governed reference list. Bronze source values stay untouched, and the rule is versioned so it applies to future loads.
No change is made until you approve.
Before and after
| Record | Before | After |
|---|---|---|
| CUS-10241 | Florida | FL |
| CUS-10243 | Fla. | FL |
| CUS-10248 | florida | FL |
| CUS-10252 | FLORIDA | FL |
| CUS-10260 | Fl | FL |
Transformation history
Flexible data infrastructure
Transform data in a secure environment managed by Genius or connect your existing database, warehouse, or data lake. The guided transformation experience remains consistent regardless of where your data is stored.
Use a secure and scalable data environment managed by Genius, with the infrastructure required to centralize, transform, and prepare your data.
Connect Genius to your existing database, data warehouse, or data lake while keeping your data within your current infrastructure.
Your data. Your infrastructure. The same guided transformation experience.
Transformation capabilities
Use a complete set of AI-assisted and SQL-based capabilities to turn fragmented source data into reliable, business-ready information.
Correct malformed, missing, and inconsistent values across every source.
Align fields across systems into one shared structure.
Join and consolidate related tables into unified datasets.
Add reference, derived, and third-party attributes.
Enforce rules and constraints before data reaches the Gold layer.
Detect and resolve duplicate records with review.
Normalize dates, currencies, units, and codes.
Reshape, pivot, and restructure tables for analytical use.
Encode your definitions once and apply them everywhere.
Create derived metrics with governed, versioned logic.
Monitor completeness, accuracy, and freshness over time.
Drop into SQL whenever you need full control, with AI on hand to explain or fix any query.
Transform raw data across Bronze, Silver, and Gold layers with AI guidance, SQL flexibility, and complete control over every change.