New: our AI-driven platform intake & mapping process for any integration

Scoping an integration used to mean spreadsheets and field-by-field specs. We rebuilt the front door of the platform to be AI-driven: you describe the outcome in plain language, and the platform AI does the heavy lifting — drafting the mapping, typing every field, previewing the result on real data, and catching problems before anything is built. This walkthrough shows the intake and mapping wizard end to end, for any source and target.

Describe the outcome — AI does the mapping

You say what you want connected, in plain language. The mapping wizard auto-drafts the field-by-field mapping: every source field paired to its best target, with the data type inferred for each — text, number, date, id, object, or array. No blank grid, no manual first pass.

See the result before anything is built

Every field shows a live preview on realistic sample data — and you can upload your own real records so the preview shows your actual values. Type a value, see exactly what lands on the target after transforms. What you see is what will run.

Plain-English logic — no code

Describe a rule the way you would say it and the AI turns it into concrete, editable transforms. The same panel covers if/then conditions, defaults, constants, find-and-replace, value lookups, and combining fields (first + last into a full name).

Built for real-world data shapes

Real integrations are not flat. The wizard maps collections / line items (one-to-many) and nested object sub-fields (address.city to shipping_city), plus a record-level sync filter so you only move the records you mean to.

Validation and one-click AI fixes

As you edit, automated validation flags issues immediately — duplicates, type mismatches, unmapped fields — with a one-click jump to each. The AI-fix button goes through the mapping, auto-corrects the flagged issues, and shows exactly what it changed. Undo anything in a click. Nothing runs until you approve it.

• Auto-drafted source to target mappings, every field typed.
• Live preview on real sample data — upload your own records.
• Plain-English rules, defaults, if/then, combine, constants — no code.
• Collections and nested objects, plus a record-level sync filter.
• Automated validation with one-click AI auto-fix and undo.

You bring the outcome. The platform AI brings the mapping — typed, previewed, validated, and fixed in one click. Nothing runs until you approve.

This is the AI-driven front door for any integration on Weldforge. Tell us what to connect and watch the mapping draft itself.