Data That Thinks

Hierarchical structures that bend without breaking

Beyond Spreadsheets and Schemas

Data Shapes are intelligent structures that capture the complexity of your business while staying flexible. Not rigid schemas. Not flat tables. Just smart, adaptable data models that humans and AI both understand.

Invoice.shape.json

// Invoice Data Shape
{
  "name": "Invoice",
  "fields": {
    "invoice_number": {
      "type": "string",
      "required": true
    },
    "date": {
      "type": "date",
      "required": true
    },
    "total_amount": {
      "type": "currency",
      "required": true
    },
    "tax_amount": {
      "type": "currency"
    },
    "vendor": {
      "type": "relationship",
      "references": "Vendor"
    },
    "line_items": {
      "type": "array",
      "contains": {
        "type": "relationship",
        "references": "LineItem"
      }
    }
  }
}

Invoice Entity

Invoice Number

INV-2023-001

String

Date

2023-05-15

Date

Total Amount

$1,250.00

Currency

Tax Amount

$112.50

Currency

Vendor

Acme Supplies

Relationship

Line Items Collection

Item #1

Office Supplies

Item #2

Software License

Flexible Intelligence

Data Shapes give AI the context it needs to understand your business—without locking you into rigid structures.

Rich Relationships

Parent-child hierarchies, many-to-many connections, nested structures—model your business domain exactly as it exists.

AI Context Engine

Shapes guide AI extraction, conversation flow, and validation—ensuring intelligent processing across every interaction.

Evolve Without Breaking

Adapt data models as needs change. No migrations, no breaking changes, no deployment anxiety.

Human-Readable

Business users define data models without technical jargon. Developers love the clarity. AI understands the intent.

Your Data. Your Rules.

No vendor lock-in. No proprietary formats. Export to CSV, JSON, SQL, or access everything via API. Your intelligence stays yours.