Operations

Smart operations
that scale.

Describe your action in natural language and execute it across your entire dataset.

Controlled creativity at scale — with exception review and safe merging.

Generate

Generate or enrich
column data at scale.

Create entirely new data or enrich existing one. Whether you're working with thousands of SKUs, CMS content, or inventory rows, generate high-quality outputs—all in a controlled batch workflow.

  • New or Existing Columns Add fresh ideas or fill missing cells in your current sheet.
  • Context Aware Uses row data (specs, names) as ground truth.
  • Bulk Processing Handle thousands of SKUs or pages in one go.
Transform

Rewrite, localize, and
reformat without errors.

Take existing content and reshape it for new channels or audiences. Translate languages, adjust tone, or convert unstructured notes into polished prose—maintaining your brand voice throughout.

  • Semantic Preservation Changes form but keeps the core meaning intact.
  • Multi-Step Chains Translate -> Summarize -> Format in one pipeline.
  • Localization Translate product catalogs into 20+ languages.
Extract

Turn messy text
into clean fields.

Extract means turning unstructured content into structured fields. It’s how you convert “text blobs” into data your systems can actually use.

  • Messy Inputs Supplier text, long descriptions, HTML or any other code.
  • Consistent Attributes Standardize data for filtering and search.
  • Attribute Extraction Pull specs like dimensions, materials, and colors.
Validate

Catch risk automatically.
Review only exceptions.

Use simple prompts to check your data at scale. A validator is just a question you ask about every row—like "Does this mention a competitor?"—creating a new column you can filter by to separate safe content from risk.

Forbidden claims
Competitor mentions
Missing specs
Formatting errors

Row #4093

FLAGGED

"Better than Nike running shoes..."

Competitor mention detected
Custom Operations

Build your own
data engine.

Need something specific? Define any operation with a simple prompt. From niche classifications to complex reasoning—if you can describe it, you can scale it.