Description generation
On-brand long-form and short-form copy from raw catalog data and product photos.
Agent · EcommerceDeploy in 3 weeks
Catalog Enrichment Agent
Auto-generate descriptions, attributes, and translations.
Turns raw catalog data and product photos into rich, on-brand descriptions, attributes, and translations - reviewer-gated and locale-aware.
30+ languagesReviewer-gatedBrand-voiced
10×Faster catalog onboarding+12%Search recall on enriched attributes
In production
Faster catalog onboarding10×
Search recall on enriched attributes+12%
Integrations
ShopifyAkeneoSalsifyAlgoliaDeepL
Median deploy: 3 weeks
Capabilities
Everything Catalog Enrichment Agent ships with - production-grade, day one.
Attribute extraction
Structured attributes for filtering and search - color, fit, material, intended use.
Translation & locale
30+ locales with cultural adaptation, not just word-for-word translation.
Deploy
From kickoff to production in 3 weeks.
Every solution comes with a calibrated eval suite, runbooks, and integration guides - so your team can take ownership from day one. Self-hosted, hybrid, or fully managed.
- 1Kickoff & calibration
Align on data, integrations, and policy. Calibrate the eval golden set.
- 2Connect & configure
Wire integrations, configure tools, and stand up the runtime in your cloud.
- 3Shadow & ship
Shadow on live traffic, ramp on evals, and ship to production with rollback.
FAQs
Answers your buyers, security teams, and engineers ask.
Will it match our brand voice?
Yes - we capture brand guidelines, sample copy, and tone rules into the agent's system prompts and evals.
Free working session with a forward-deployed engineer
Show us the problem. We'll send back a written plan to fix it.
In 60 minutes with a senior engineer, you walk away with the gaps mapped, the agent worth building first, a risk read on what your team has already shipped, and a reference architecture - at zero cost, no obligation.
- Workflow map
Where the work breaks down today and which gap an agent should close first - calibrated to your business.
- Velocity diagnostic
Where engineering and ops hours actually go - and where forward-deployed delivery takes you next.
- Risk & rescue read
An honest view of what your team has already vibe-coded and what it needs to survive production.
- Architecture sketch
Reference architecture for your runtime, evals, RAG, and integrations - vendor-agnostic.
60-minute working sessionSenior forward-deployed engineerTwo follow-ups + written summaryFree of charge for qualified businesses
Most teams walk away with a fixed-scope plan in a single session.
Book your free assessment
Reserve a 60-minute working session with a senior AI engineer and practice lead.