{"slug":"building-material-reuse-passport","name":"Building material reuse passport","category":"Real Estate and Construction","customer":"Demolition salvage and reuse businesses","problem":"Reusable materials lack consistent provenance and condition records.","value":"For demolition salvage and reuse businesses, turn authorized material inventories and professional inspection notes into reviewed reclaimed-material passport. Address this specific problem: reusable materials lack consistent provenance and condition records. The aim: evidence-rich material listings without overstating structural suitability. The pilot tests whether that benefit holds up against reviewer effort and real operating costs.","format":"Searchable structured library and data stewardship console","screens":"Key screens: Material catalog, Evidence profile, Buyer questions. Use a searchable table or visual gallery with filters for the domain’s important attributes. Open each item into a detail drawer containing source records, ownership and history. Put proposed merges and field changes in a separate review queue. Provide a preview before any bulk export. Open with material catalog; move into evidence profile for the detailed task; finish in buyer questions for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.","functionality":"1. Normalize material descriptions. 2. Link provenance. 3. Capture declared condition. 4. Flag missing certificates. 5. Draft listing records. 6. Export reuse passports.","workflow":"The buyer creates a project, supplies authorized material inventories and professional inspection notes, and confirms scope and access. The working sequence is: 1. Normalize material descriptions. 2. Link provenance. 3. Capture declared condition. 4. Flag missing certificates. 5. Draft listing records. 6. Export reuse passports. Users correct extracted facts, resolve flagged uncertainties and approve the final reviewed reclaimed-material passport before use. Retain source links and a version history for the next cycle.","ai":"Extract documented attributes without inferring safety from appearance. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.","inputs":"Authorized material inventories and professional inspection notes","deliverables":"Reviewed reclaimed-material passport","admin":"Record ownership, access permissions, change proposals, original-value retention, version history, review dates, bulk import/export and duplicate resolution. Include organization-scoped access, named project owners, review queues, usage limits, export history and retention settings. Never reuse private customer material for other accounts without permission.","mvp":"Costed pilot: Documentation only; testing and engineering certification excluded. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: normalize material descriptions; link provenance. Support the third task through an assisted review queue: capture declared condition. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of reviewed reclaimed-material passport. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.","expansion":"After paying customers repeatedly accept reviewed reclaimed-material passport, automate flag missing certificates; draft listing records; export reuse passports. Add one tested read integration, reusable customer configuration and scheduled repeat delivery. Increase supported formats or teams only when evaluation cases and reviewer capacity cover the new scope. Documentation only; testing and engineering certification excluded.","usp":"Evidence-rich material listings without overstating structural suitability.","defensibility":"A useful niche taxonomy, customer-approved mappings and accumulated correction history that improve retrieval and reduce repeated cleanup. For this concept, accumulate permissioned examples and reviewer corrections around evidence-rich material listings without overstating structural suitability. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.","alternatives":"Spreadsheets, shared folders, existing asset or information management systems and manual data cleanup. Position this concept around evidence-rich material listings without overstating structural suitability. Compare it against the customer's current process on the same representative task. This is proposed differentiation; no exhaustive competitor study or uniqueness claim has been established.","revenue":"Test USD 500-2,500 for one collection cleanup and launch, followed by USD 100-500 monthly for maintenance within agreed record limits. Larger migrations and complex rights management are separately scoped. Prices are hypotheses. For this buyer, package the first sale around catalog fifty reclaimed items and the defined reviewed reclaimed-material passport. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.","costs":"Import cleanup, extraction, storage, indexing, steward review, duplicate investigation and recurring source updates. Initial validation additionally budgets for materials specialist review. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.","integrations":"Property records, construction documents, project photos and supplier quotes. Source systems, catalog exports and cloud file storage. Start with reversible CSV or file imports and validate identifiers before any direct writes. Begin with uploads and exports of authorized material inventories and professional inspection notes. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.","dependencies":"Stable identifiers, an agreed data schema, reversible imports, mapping review and source ownership. Data quality work can exceed model development effort. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: Documentation only; testing and engineering certification excluded.","pilot":"Agree the acceptance criteria, input limits and reviewer responsibilities before starting. Run catalog fifty reclaimed items and deliver reviewed reclaimed-material passport. Compare missing provenance and listing preparation time with the buyer's current process on comparable cases; include corrections, missed issues and reviewer time. Seek payment and repeat use. Stop or revise the scope if data access, accuracy or unit economics fail.","plan30":"Week 1: interview five prospective buyers from demolition salvage and reuse businesses and inspect how they handle reusable materials lack consistent provenance and condition records. Week 2: prepare catalog fifty reclaimed items using authorized or synthetic material. Week 3: share the demonstration through salvage networks and circular construction consultants and seek one bounded paid pilot. Week 4: measure missing provenance and listing preparation time, review delivery effort and ask for a repeat purchase. This is a validation schedule, not a promise that the full product can be built in thirty days.","metrics":"Missing provenance and listing preparation time","channels":"Salvage networks and circular construction consultants","leadMagnet":"Catalog fifty reclaimed items","message":"Evidence-rich material listings without overstating structural suitability. Demonstrate the result with catalog fifty reclaimed items for demolition salvage and reuse businesses. Use a concrete before-and-after example without promising unmeasured savings.","retention":"Build repeat use around reviewed reclaimed-material passport. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on missing provenance and listing preparation time. Offer a recurring volume allowance after repeat demand; expand to adjacent tasks only when the buyer asks and delivery quality remains acceptable.","controls":"Verify property facts and scope assumptions. Clearly label visual alterations. Professional reviewers retain responsibility for contracts, engineering and legal interpretations. Documentation only; testing and engineering certification excluded. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.","crossSector":"Operations; Sales","fn":["Normalize material descriptions","Link provenance","Capture declared condition","Flag missing certificates","Draft listing records","Export reuse passports"],"sc":{"opp":8,"pain":6,"feas":6,"now":7},"phases":[{"name":"MVP","scope":"One buyer segment, one recurring use case; first modules: normalize material descriptions; link provenance. Manual review in the loop.","time":{"days":5,"label":"5 days"},"usd":14000},{"name":"Paid pilot","scope":"Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.","time":{"days":6,"label":"6 days"},"usd":14000},{"name":"Full product","scope":"Self-serve onboarding, billing, monitoring and the wider integration set.","time":{"days":12,"label":"2 weeks"},"usd":19500}],"running":[{"stage":"MVP and paid pilot","note":"about 3 customers","hosting":[30,60],"ai":[50,100],"total":[80,160]},{"stage":"Full product","note":"about 50 customers","hosting":[110,210],"ai":[350,700],"total":[460,910]}],"total":47500,"complexity":0.66,"days":23,"shot":true,"demo":true}