Municipal asset photo triage

An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.

1. Pick the riskiest assumption. Here: will public works inspection coordinators use it to solve "staff spend too long routing citizen-submitted asset photos"?
2. Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
3. Run a paid pilot. Agree the acceptance criteria, input limits and reviewer responsibilities before starting.
4. Measure, then decide. Track correct routing and duplicate inspection requests. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Costed pilot: Administrative routing; no automated safety assessment. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: classify reported assets; suggest location matches. Support the third task through an assisted review queue: detect duplicate reports. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of reviewed asset inspection queue. 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.

After the MVP. After paying customers repeatedly accept reviewed asset inspection queue, automate flag unclear images; draft inspection requests; export routing queue. 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. Administrative routing; no automated safety assessment.

What the build depends on. Secure upload handling, reliable extraction, versioned completeness rules, submitter identity and staff routing. Third-party checklist changes require maintenance. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: Administrative routing; no automated safety assessment.

Pricing to test

Test USD 500-2,000 setup plus USD 150-750 monthly for one form family and a capped submission volume. Quote specialist review and unusual document formats separately. Prices are experimental. For this buyer, package the first sale around triage fifty historical reports and the defined reviewed asset inspection queue. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Connect public reports to asset records before inspection. Demonstrate the result with triage fifty historical reports for public works inspection coordinators. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

Public works networks and civic technology partners

Lead magnet

Triage fifty historical reports

The first 30 days

1. Week 1: interview five prospective buyers from public works inspection coordinators and inspect how they handle staff spend too long routing citizen-submitted asset photos.
2. Week 2: prepare triage fifty historical reports using authorized or synthetic material.
3. Week 3: share the demonstration through public works networks and civic technology partners and seek one bounded paid pilot.
4. Week 4: measure correct routing and duplicate inspection requests, 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.

Paid pilot

Agree the acceptance criteria, input limits and reviewer responsibilities before starting. Run triage fifty historical reports and deliver reviewed asset inspection queue. Compare correct routing and duplicate inspection requests 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.

Success metrics

Correct routing and duplicate inspection requests

Retention and expansion

Build repeat use around reviewed asset inspection queue. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on correct routing and duplicate inspection requests. Offer a recurring volume allowance after repeat demand; expand to adjacent tasks only when the buyer asks and delivery quality remains acceptable.

Why clients would pick it

Document-type expertise, tested completeness rules and a low-friction client experience embedded in a repeat administrative process. For this concept, accumulate permissioned examples and reviewer corrections around connect public reports to asset records before inspection. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Email collection, generic web forms, spreadsheets and existing case management systems. Position this concept around connect public reports to asset records before inspection. 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.

Main delivery costs

Document processing, storage, exception review, support, checklist maintenance and customer-specific integration work. Initial validation additionally budgets for redacted reports and public-works review. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.