{
  "id": "AIBD-0599",
  "title": "AI generates property images for design discussions",
  "summary": "DIY Render’s EDIT generates and revises property images for design discussions; faster sales and measured time savings remain unverified.",
  "date_observed": "2026-05-23",
  "date_basis": "source information",
  "date_precision": "day",
  "benefit_status": "intended",
  "source_collection": "University of Texas AI Opportunity Inventory",
  "source_entry": "ut-aoi-2026-10-27-row-16",
  "account": "3D Architectural Solutions offers EDIT by DIY Render to generate and revise images of interiors, exteriors, and design plans. Its product page shows examples and describes uses in renovation discussions and property visualization. The company’s terms identify Google Gemini and Replicate services and warn that outputs can be inaccurate. The company acknowledges that precise refinements can be difficult. The reviewed external material supports the offered capability, but contains no product-specific evaluation of time savings, sales conversion, or sale prices.",
  "category": "general benefit",
  "unexpected": false,
  "purpose": "The product is intended to help users create and revise conceptual property images for planning and communication.",
  "system": "EDIT by DIY Render",
  "model_version": null,
  "developer": "3D Architectural Solutions; Google; model providers accessed through Replicate",
  "deployer": "3D Architectural Solutions and its customers",
  "location": "United States; web access",
  "domain": "Real estate and design",
  "segment": "Generative property visualization",
  "benefit_type": "Reduced Task Time",
  "taxonomy_note": "Reduced task time is an intended benefit. Improved sales and accurate architectural renderings are not established.",
  "registry_ids": {},
  "ratings": [
    {
      "group": "personal",
      "depth": null,
      "reason": "The reviewed sources do not establish the magnitude of the benefit."
    }
  ],
  "ai_role": {
    "status": "assessed",
    "statement": "Generative models edit or generate images from prompts and reference material. The reviewed sources do not measure the resulting improvement in decisions or transactions."
  },
  "evidence": [
    {
      "kind": "descriptive report",
      "citation": "3D Architectural Solutions. EDIT product page. Accessed October 27, 2026.",
      "title": "Stage, Style + Edit Real Estate Images with EDIT by DIY Render",
      "url": "https://3das.com/edit/",
      "date": null,
      "written_by": "makers",
      "quote": null
    },
    {
      "kind": "other",
      "citation": "3D Architectural Solutions. EDIT privacy policy and terms of service. Updated May 23, 2026.",
      "title": "Legal: EDIT by DIY Render",
      "url": "https://edit.diyrender.com/legal.html",
      "date": "2026-05-23",
      "written_by": "makers",
      "quote": null,
      "supports_benefit": false
    }
  ],
  "replication": {
    "produced_by": [
      "Users supply images, instructions, and optional references, then review generated alternatives."
    ],
    "must_hold": [
      "The reviewed sources do not establish causal conditions or an effect size for reproducing the benefit."
    ],
    "echoes": []
  },
  "paired_incident": null,
  "headline": "AI generates property images for design discussions",
  "metric": null,
  "comparator": null,
  "later": null,
  "value": null,
  "developer_country": "United States",
  "deployer_country": null,
  "unrated_because": "The benefit magnitude is unassessed.",
  "brief_notes": null,
  "brief": null,
  "revisions": [
    {
      "date": "2026-10-27",
      "change": "Added a source-reviewed case, distinguishing the reported or intended benefit from unmeasured outcomes.",
      "source": "https://3das.com/edit/",
      "editor": "AIBD"
    }
  ],
  "confidence": "claimed",
  "shade": "low",
  "claim_status": "The makers' claim",
  "claim_basis": "Sources: the makers' descriptive report and the makers' other. For the benefit itself, the cited sources include no independent source and no finding by a regulator or court.",
  "profile": {
    "case_id": "AIBD-0599",
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        "collection_id": "aibd",
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
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          "kind": "derivation",
          "basis": "Derived the displayed confidence from the reviewed retained evidence; benefit magnitude remains separate.",
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              {
                "group": "personal",
                "reason": "The reviewed sources do not establish the magnitude of the benefit."
              }
            ]
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Mapped from the new case record; this field has not received a separate field-level assessment.",
          "record_fields": [
            "ratings"
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        "review_state": "record_mapped",
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        "state": "not_assessed",
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        "state": "value_present",
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          "kind": "structured",
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            "answer": "Intended benefits. The depths describe their intended extent.",
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        },
        "provenance": {
          "kind": "legacy_record",
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        "provenance": {
          "kind": "curatorial",
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        "review_state": "record_mapped",
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      "availability": {
        "state": "not_assessed",
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        "coverage": "partial"
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
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                "claim_id": "AIBD-0599-claim-0001",
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                  {
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                      "How Does EDIT Work, Who Uses EDIT, and Can I Use EDIT Images Commercially sections."
                    ]
                  },
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                    "source_ref": "AIBD-0599-source-0002",
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                      "Identifies operator, dated service existence, Gemini and Replicate processing, and accuracy limitations."
                    ],
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
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          "kind": "text",
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "family": "monetary observations"
      },
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
        "review_state": "not_assessed",
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        "state": "not_assessed",
        "review_state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "coverage": "partial",
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "family": "evaluations"
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "coverage": "partial",
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        "state": "not_assessed",
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          "source_refs": [
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        "state": "not_assessed",
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        "coverage": "partial"
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        "review_state": "record_mapped",
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      "infrastructure_dependencies[]": {
        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "not_assessed",
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        "state": "value_present",
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          "kind": "record_fields",
          "fields": {
            "benefit_type": "Reduced Task Time",
            "taxonomy_note": "Reduced task time is an intended benefit. Improved sales and accurate architectural renderings are not established."
          }
        },
        "provenance": {
          "kind": "curatorial",
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        },
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      },
      "outcomes[].claim": {
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          "kind": "text",
          "text": "3D Architectural Solutions offers EDIT by DIY Render to generate and revise images of interiors, exteriors, and design plans. Its product page shows examples and describes uses in renovation discussions and property visualization. The company’s terms identify Google Gemini and Replicate services and warn that outputs can be inaccurate. The company acknowledges that precise refinements can be difficult. The reviewed external material supports the offered capability, but contains no product-specific evaluation of time savings, sales conversion, or sale prices."
        },
        "provenance": {
          "kind": "source_review",
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          ],
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        "review_state": "reviewed",
        "coverage": "complete"
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        "state": "not_assessed",
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        "coverage": "partial"
      },
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        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
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        "state": "not_assessed",
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        "state": "value_present",
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          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "personal",
                "reason": "The reviewed sources do not establish the magnitude of the benefit."
              }
            ]
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Mapped from the new case record; this field has not received a separate field-level assessment.",
          "record_fields": [
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        },
        "review_state": "record_mapped",
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        "provenance": {
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            "AIBD-0599-source-0002"
          ],
          "reviewed_on": "2026-10-27"
        },
        "review_state": "reviewed",
        "coverage": "complete"
      },
      "outcomes[].tradeoffs": {
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        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].unexpected": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
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            "purpose": "The product is intended to help users create and revise conceptual property images for planning and communication."
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Mapped from the new case record; this field has not received a separate field-level assessment.",
          "record_fields": [
            "unexpected",
            "purpose"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "places[]": {
        "state": "value_present",
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          "kind": "record_fields",
          "fields": {
            "location": "United States; web access",
            "developer_country": "United States"
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Mapped from the new case record; this field has not received a separate field-level assessment.",
          "record_fields": [
            "location",
            "developer_country"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "purpose": {
        "state": "value_present",
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          "kind": "text",
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        },
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          "kind": "source_review",
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            "AIBD-0599-source-0001",
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          ],
          "reviewed_on": "2026-10-27"
        },
        "review_state": "reviewed",
        "coverage": "complete"
      },
      "record_dates": {
        "state": "value_present",
        "value": {
          "kind": "structured",
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            "added_on": "2026-10-27",
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              "url": "https://edit.diyrender.com/legal.html",
              "title": "Legal: EDIT by DIY Render",
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              "basis": "Dated service description, not an event or measured benefit date."
            }
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Distinguished publication, event, and access chronology; no date is silently promoted to an observed benefit date.",
          "record_fields": [],
          "source_refs": [
            "https://edit.diyrender.com/legal.html"
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          "reviewed_on": "2026-10-27"
        },
        "review_state": "reviewed",
        "coverage": "complete"
      },
      "replication.attempts[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "replication.conditions": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "replication": {
              "produced_by": [
                "Users supply images, instructions, and optional references, then review generated alternatives."
              ],
              "must_hold": [
                "The reviewed sources do not establish causal conditions or an effect size for reproducing the benefit."
              ],
              "echoes": []
            }
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Mapped from the new case record; this field has not received a separate field-level assessment.",
          "record_fields": [
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "revision_history[]": {
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          "kind": "record_fields",
          "fields": {
            "revisions": [
              {
                "date": "2026-10-27",
                "change": "Added a source-reviewed case, distinguishing the reported or intended benefit from unmeasured outcomes.",
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                "editor": "AIBD"
              }
            ]
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Mapped from the new case record; this field has not received a separate field-level assessment.",
          "record_fields": [
            "revisions"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sector": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "domain": "Real estate and design",
            "segment": "Generative property visualization"
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Mapped from the new case record; this field has not received a separate field-level assessment.",
          "record_fields": [
            "domain",
            "segment"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].access_version": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "accessed_on": "2026-10-27",
            "sources": [
              {
                "source_ref": "AIBD-0599-source-0001",
                "url": "https://3das.com/edit/"
              },
              {
                "source_ref": "AIBD-0599-source-0002",
                "url": "https://edit.diyrender.com/legal.html",
                "source_date": "2026-05-23"
              }
            ],
            "review_scope": "Read the external product page and dated service documentation. Product claims support intended faster visualization, with no measured transaction or time-saving effect. The sheet’s general home-staging statistics are not treated as a product evaluation.",
            "access_limitations": [
              "The product was not operated and no user images were submitted.",
              "The original date of the undated product page is unknown.",
              "The precise models and versions that produced displayed examples are not documented."
            ],
            "chronology_source": {
              "url": "https://edit.diyrender.com/legal.html",
              "title": "Legal: EDIT by DIY Render",
              "date": "2026-05-23",
              "basis": "Dated service description, not an event or measured benefit date."
            }
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Recorded the inspected source versions and access limitations; this does not imply access to unavailable upstream evidence.",
          "record_fields": [],
          "source_refs": [
            "AIBD-0599-source-0001",
            "AIBD-0599-source-0002"
          ],
          "reviewed_on": "2026-10-27"
        },
        "review_state": "reviewed",
        "coverage": "complete"
      },
      "sources[].citation_locator": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "sources": [
              {
                "source_ref": "AIBD-0599-source-0001",
                "url": "https://3das.com/edit/",
                "citation": "3D Architectural Solutions. EDIT product page. Accessed October 27, 2026.",
                "locators": [
                  "How Does EDIT Work, Who Uses EDIT, and Can I Use EDIT Images Commercially sections."
                ],
                "contributions": [
                  "Identifies intended uses, examples, workflow, and limits of precise refinements."
                ]
              },
              {
                "source_ref": "AIBD-0599-source-0002",
                "url": "https://edit.diyrender.com/legal.html",
                "citation": "3D Architectural Solutions. EDIT privacy policy and terms of service. Updated May 23, 2026.",
                "locators": [
                  "Privacy Policy sections 1, 3, 6; Terms sections 3 and 5; updated date May 23, 2026."
                ],
                "contributions": [
                  "Identifies operator, dated service existence, Gemini and Replicate processing, and accuracy limitations."
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            ]
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Exact document sections, passages, or table locations supplied by the source review.",
          "record_fields": [],
          "source_refs": [
            "AIBD-0599-source-0001",
            "AIBD-0599-source-0002"
          ],
          "reviewed_on": "2026-10-27"
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        "review_state": "reviewed",
        "coverage": "complete"
      },
      "sources[].id": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "identifiers": [
              "AIBD-0599-source-0001",
              "AIBD-0599-source-0002"
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            "role": "Retained evidence in reviewed source order."
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Assigned deterministic source identifiers within this new record.",
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          "source_refs": [],
          "reviewed_on": "2026-10-27"
        },
        "review_state": "reviewed",
        "coverage": "complete"
      },
      "sources[].language": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
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      "sources[].relationship": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "sources": [
              {
                "source_ref": "AIBD-0599-source-0001",
                "authorship_relationship": "makers",
                "independent_of_maker_and_deployer": false,
                "originality_assessments": [
                  "Original maker product claims; no independent outcome study."
                ]
              },
              {
                "source_ref": "AIBD-0599-source-0002",
                "authorship_relationship": "makers",
                "independent_of_maker_and_deployer": false,
                "originality_assessments": [
                  "Original maker documentation; retained as technical and chronological context, not benefit evidence."
                ]
              }
            ]
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Assessed who produced each account separately from whether it supplies original evidence.",
          "record_fields": [],
          "source_refs": [
            "AIBD-0599-source-0001",
            "AIBD-0599-source-0002"
          ],
          "reviewed_on": "2026-10-27"
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        "review_state": "reviewed",
        "coverage": "complete"
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          "kind": "structured",
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                  "AIBD-0599-source-0001"
                ],
                "display_name": "3DAS EDIT product documentation",
                "contribution": "Identifies intended uses, examples, workflow, and limits of precise refinements.",
                "locator": "How Does EDIT Work, Who Uses EDIT, and Can I Use EDIT Images Commercially sections.",
                "relationship": "Original maker product claims; no independent outcome study."
              },
              {
                "url": "https://edit.diyrender.com/legal.html",
                "source_refs": [
                  "AIBD-0599-source-0002"
                ],
                "display_name": "3DAS EDIT service documentation",
                "contribution": "Identifies operator, dated service existence, Gemini and Replicate processing, and accuracy limitations.",
                "locator": "Privacy Policy sections 1, 3, 6; Terms sections 3 and 5; updated date May 23, 2026.",
                "relationship": "Original maker documentation; retained as technical and chronological context, not benefit evidence."
              }
            ],
            "review_scope": "Read the external product page and dated service documentation. Product claims support intended faster visualization, with no measured transaction or time-saving effect. The sheet’s general home-staging statistics are not treated as a product evaluation.",
            "access_limitations": [
              "The product was not operated and no user images were submitted.",
              "The original date of the undated product page is unknown.",
              "The precise models and versions that produced displayed examples are not documented."
            ],
            "chronology_source": {
              "url": "https://edit.diyrender.com/legal.html",
              "title": "Legal: EDIT by DIY Render",
              "date": "2026-05-23",
              "basis": "Dated service description, not an event or measured benefit date."
            },
            "deployment_stage": "Publicly offered product; reviewed capability and downstream benefits remain maker claims.",
            "limitations": "No demonstrated increase in sales, price, or contract probability is entered.",
            "lead_source_ref": "AIBD-0599-source-0001",
            "retained_source_order": [
              "AIBD-0599-source-0001",
              "AIBD-0599-source-0002"
            ],
            "discovery_source": {
              "url": "https://docs.google.com/spreadsheets/d/1ZDVVXiGeMcKJlq4F3GvvZALDtLliGeJtdDV6Zhr_p-0/edit#gid=0",
              "role": "Lead identification only; not independent benefit evidence."
            },
            "reviewed_on": "2026-10-27"
          }
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Traced the retained evidence to the reviewed original accounts and preserved shared origins, chronology, and access limits.",
          "record_fields": [],
          "source_refs": [
            "AIBD-0599-source-0001",
            "AIBD-0599-source-0002"
          ],
          "reviewed_on": "2026-10-27"
        },
        "review_state": "reviewed",
        "coverage": "complete",
        "display": {
          "answer": "The source review separates original evidence from repeated accounts and records material access limits."
        }
      },
      "strategic_assessments[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "strategic assessments"
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      "summary": {
        "state": "value_present",
        "value": {
          "kind": "text",
          "text": "DIY Render’s EDIT generates and revises property images for design discussions; faster sales and measured time savings remain unverified."
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Reviewed the qualified case account against the retained original sources and their specific contributions.",
          "record_fields": [],
          "source_refs": [
            "AIBD-0599-source-0001",
            "AIBD-0599-source-0002"
          ],
          "reviewed_on": "2026-10-27"
        },
        "review_state": "reviewed",
        "coverage": "complete"
      },
      "systems[].autonomy_permissions": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].component_role": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].deployment_configuration": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].inputs_outputs": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].model_name": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].model_version": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].product_name": {
        "state": "value_present",
        "value": {
          "kind": "text",
          "text": "EDIT by DIY Render"
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Reviewed the qualified case account against the retained original sources and their specific contributions.",
          "record_fields": [],
          "source_refs": [
            "AIBD-0599-source-0001",
            "AIBD-0599-source-0002"
          ],
          "reviewed_on": "2026-10-27"
        },
        "review_state": "reviewed",
        "coverage": "complete"
      },
      "systems[].provider": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "taxonomy_crosswalks[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "title": {
        "state": "value_present",
        "value": {
          "kind": "text",
          "text": "AI generates property images for design discussions"
        },
        "provenance": {
          "kind": "source_review",
          "basis": "Reviewed the qualified case account against the retained original sources and their specific contributions.",
          "record_fields": [],
          "source_refs": [
            "AIBD-0599-source-0001",
            "AIBD-0599-source-0002"
          ],
          "reviewed_on": "2026-10-27"
        },
        "review_state": "reviewed",
        "coverage": "complete"
      },
      "version": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "fingerprint": "500e79c8ea5aa4863d16c5adc231bccee5251d6d1dbffd20b84ea891be81f491"
          }
        },
        "provenance": {
          "kind": "derivation",
          "basis": "Computed the version from the normalized current core record.",
          "record_fields": [],
          "source_refs": [],
          "reviewed_on": "2026-10-27"
        },
        "review_state": "reviewed",
        "coverage": "complete"
      },
      "workflow": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "account": "3D Architectural Solutions offers EDIT by DIY Render to generate and revise images of interiors, exteriors, and design plans. Its product page shows examples and describes uses in renovation discussions and property visualization. The company’s terms identify Google Gemini and Replicate services and warn that outputs can be inaccurate. The company acknowledges that precise refinements can be difficult. The reviewed external material supports the offered capability, but contains no product-specific evaluation of time savings, sales conversion, or sale prices.",
            "replication": {
              "produced_by": [
                "Users supply images, instructions, and optional references, then review generated alternatives."
              ],
              "must_hold": [
                "The reviewed sources do not establish causal conditions or an effect size for reproducing the benefit."
              ],
              "echoes": []
            }
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Mapped from the new case record; this field has not received a separate field-level assessment.",
          "record_fields": [
            "account",
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      }
    },
    "summary": {
      "total": 91,
      "addressed": 91,
      "known": 33,
      "reviewed": 19,
      "reviewed_complete": 18,
      "reviewed_partial": 1,
      "record_mapped": 14,
      "review_not_assessed": 58,
      "not_assessed": 58,
      "complete": false,
      "by_state": {
        "value_present": 33,
        "not_reported": 0,
        "unresolved": 0,
        "not_assessed": 58,
        "not_applicable": 0,
        "withheld": 0,
        "source_unavailable": 0
      }
    }
  }
}
