Product · Shape

SourceShape

Prompt engineering as a managed operational asset: data in, validated structure out.

What it is

SourceShape is an AI interpreter workbench: crawled content, source records or natural-language queries go in; versioned prompts, schema validation, delivery contracts and audit trails turn them into validated structured output.

Who it is for

Teams productionising LLM pipelines who are done with prompts hidden in application code and unvalidated model output.

How it is built

  • Cloudflare Workers, D1 and the edge platform — no origin servers
  • Developed with AI-assisted delivery by Claude and Codex experts
  • Operated by Mondial-IT with health monitoring across the fleet
  • EU data posture and Dutch/EU contracting

The same engine handles offline enrichment and live query interpretation across our own vertical-directory products.

Pricing, plans and current features live on the product site — sourceshapersite.mondial-it.nl is the single source of truth.

See SourceShape against your own case.