Solution Database / Real Estate and Construction
Change order documentation
Scope changes lack clear descriptions and evidence. A traceable change narrative tied to instructions and supporting records.
01The offer
For construction project administrators, turn approved site notes, photos and change instructions into reviewed change order record. Address the recurring problem: scope changes lack clear descriptions and evidence. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.
- For
- Construction project administrators
- Takes in
- Approved site notes, photos and change instructions
- Delivers
- Reviewed change order record
- Message
- Change order documentation for construction project administrators. A traceable change narrative tied to instructions and supporting records. Demonstrate the claim through an evidence-backed sample change order.
- Lead magnet
- An evidence-backed sample change order
02How it works
- Capture change facts
- Link site evidence
- Draft scope descriptions
- Record supplied cost impacts
- Preserve approval status
- Export review forms
Workflow
Collect a structured brief and source material, identify unanswered questions, approve an outline, generate a draft, verify claims, gather reviewer edits, approve a final version and export the agreed formats. Start with approved site notes, photos and change instructions and finish with reviewed change order record.
AI and people
Extract and organize information, propose structure, draft prose and adapt approved content to audiences. Attach evidence to factual claims. Keep names, dates, amounts and quoted wording linked to their source. Editors resolve ambiguity and approve publication.
Screens
Key screens: Change register, evidence editor, approval status. Use a project list and editorial calendar beside a document editor. Keep original material and supporting passages in a collapsible side panel. Show outline, draft, review and approved stages. Provide tracked edits, comments, version comparisons and an export preview that reflects the final delivery format. In this product, the first view is change register, followed by evidence editor and approval status.
Admin
Client workspaces, source permissions, editorial assignments, change history, reviewer comments, approval gates, revision allowances and export templates.
03Market gap
Alternatives buyers use today
Writers, editors, agencies, internal document templates and general-purpose chat tools. Differentiate on this specific proposed advantage: a traceable change narrative tied to instructions and supporting records. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.
Where this wins
Customer-approved terminology, reusable structures, source libraries and editorial feedback tied to a specific audience and recurring publishing workflow. For this solution, build around a traceable change narrative tied to instructions and supporting records. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.
04Why now
Real Estate and Construction teams are adopting AI for exactly this kind of repeatable work, and the cost of language and vision models has dropped far enough that a narrow, reviewed workflow pays back quickly. The buyer already feels the problem: scope changes lack clear descriptions and evidence.
05Proof & signals
Channels where buyers gather: Construction administration advisers. Metrics that prove it works: Documentation completeness, clarification rounds.
Paid pilot
Complete one existing brief using the customer’s actual sources. Record reviewer edits, factual corrections and preparation time. Ask the same buyer to commission a second comparable deliverable. For this solution, use approved site notes, photos and change instructions and evaluate reviewed change order record. Agree success thresholds with the buyer before starting; collect a baseline for documentation completeness, clarification rounds. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.
06Execution plan
MVP
Begin with construction project administrators and one recurring use case. Build the first two modules: capture change facts; link site evidence. Provide operator assistance for the third module: draft scope descriptions. Deliver reviewed change order record through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.
First 30 days
Week 1: interview five prospective buyers in this segment: construction project administrators. Ask to see a recent example of the problem and their current process. Week 2: prepare this demonstration using authorized or synthetic material: an evidence-backed sample change order. Week 3: present it through construction administration advisers and seek one narrowly scoped paid pilot. Week 4: review documentation completeness, clarification rounds, total delivery effort and a concrete renewal decision before increasing scope.
After the pilot
After paid pilots establish value, automate the remaining modules: record supplied cost impacts; preserve approval status; export review forms. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.
Retention
Maintain the approved source and voice library, schedule recurring editorial work, and expand into additional formats only after the core deliverable is repeatedly accepted.
Integrations
Property records, construction documents, project photos and supplier quotes. Document storage, word processor export, content management systems and approved publishing channels. Pilot with uploads and downloadable drafts before adding write integrations. These are candidate integration categories, not verified supported connectors.
07Investment and running costs
| Phase | Scope | Time | Budget |
|---|---|---|---|
| MVP | One buyer segment, one recurring use case; first modules: capture change facts; link site evidence. Manual review in the loop. | 5 days | $8,500 |
| Paid pilot | Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers. | 6 days | $10,500 |
| Full product | Remaining modules: record supplied cost impacts; preserve approval status; export review forms. Self-serve onboarding, billing, monitoring and the wider integration set. | 10 days | $14,500 |
| Total | $33,500 | ||
| Running | Hosting | AI usage | Total a month |
|---|---|---|---|
| MVP and paid pilot (about 3 customers) | $30–$60 | $70–$140 | $100–$200 |
| Full product (about 50 customers) | $110–$210 | $700–$1,400 | $810–$1,610 |
Revenue model to test
Test USD 400-1,500 for a tightly scoped initial content package. Convert repeated work to a monthly retainer with explicit deliverable and revision limits. Specialist review and substantial research are separately scoped. Prices are hypotheses.
Cost drivers
Research and interview time, transcription, model usage, factual verification, subject-matter review, editing and revisions.
Safeguards
Verify property facts and scope assumptions. Clearly label visual alterations. Professional reviewers retain responsibility for contracts, engineering and legal interpretations. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.
Take it further
Concept proposal expanded from the 315-solution conversation. Demand, pricing, differentiation, build scope and integration feasibility are hypotheses, not verified market findings. Category link is inspiration rather than evidence of business viability.