Introducing Shaped for Agents — retrieval that gets it right the first time

New Feature

Transform messy data into useful data — instantly.

An AI-powered enrichment tool for catalogs, content, and customer records. Add missing fields, standardize formats, generate captions and tags, and create ready‑to‑use datasets without writing pipelines.

Results you can achieve today

Concrete wins you can ship this week — no pipelines or custom ETL required.

Richer product catalogs

  1. Fill missing descriptions, specs, and categories.
  2. Normalize titles and attributes for better search/browse.
  3. Auto‑tag images to improve discovery.

Faster content operations

  1. Generate captions, summaries, and keywords for videos and articles.
  2. Create alt text and tags for accessibility and SEO.
  3. Classify content by topic and tone.

Cleaner customer data

  1. Backfill profile fields and standardize formats.
  2. Enrich CRM records with firmographics.
  3. Detect duplicates and obvious anomalies.

Trust & safety shortcuts

  1. Validate user‑submitted tags vs AI‑generated tags.
  2. Flag spammy or mismatched labels on listings.
  3. Create “allow/deny” signals for moderation queues.

Analytics that match reality

  1. Standardize currencies, dates, and IDs.
  2. Backfill historical gaps to reduce missingness.
  3. Produce tidy datasets for dashboards and experiments.

Faster experiments

  1. Create labeled datasets in hours, not sprints.
  2. Spin up variants with different enrichment prompts.
  3. Export anywhere via CSV/API.

How it works

Configure once. Get enriched datasets you can plug into search, analytics, moderation, and more.

Step 1: Connect or upload

Bring a CSV or connect a source. Select the tables you want to transform.

Step 2: Choose enrichment

Use a simple YAML to define AI prompts that instantly generate new attributes for your data.

Step 3: Use the new dataset

Get a clean, enriched dataset written to a new table. Export or wire it into your stack.

Start with a real dataset in minutes.

Free forever. No credit card required.