Ceramic decal layout planner

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 small pottery brands use it to solve "decals distort across curved product surfaces"?
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 physical proof corrections; reviewer correction minutes; buyer acceptance and repeat purchase. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Costed pilot: One organization, one defined input format and one representative pilot batch using owned motifs and vessel dimensions. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: map decoration zones; preview distortions. Support the third task through an assisted review queue: flag seam conflicts. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of reviewed decal placement proof. 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 decal placement proof, automate link proposed outputs to original source records; capture reviewer corrections and approval; export a versioned reviewed decal placement proof. 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. One organization, one defined input format and one representative pilot batch using owned motifs and vessel dimensions. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype.

What the build depends on. Asset upload and preview, asynchronous generation jobs, editable version history, reviewer access and tested export formats. High-fidelity production requires specialist creative QA. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: One organization, one defined input format and one representative pilot batch using owned motifs and vessel dimensions. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype.

Pricing to test

Test a USD 300-1,500 fixed pilot for one defined asset package. Offer a monthly production allowance after repeat demand. Quote complex video, 3D or specialist design separately. These are test prices, not market benchmarks. For this buyer, package the first sale around prepare a sample reviewed decal placement proof from a small authorized set of owned motifs and vessel dimensions and the defined reviewed decal placement proof. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Surface-aware decoration previews. Demonstrate the result with prepare a sample reviewed decal placement proof from a small authorized set of owned motifs and vessel dimensions for small pottery brands. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

Creative trade associations and production-studio communities

Lead magnet

Prepare a sample reviewed decal placement proof from a small authorized set of owned motifs and vessel dimensions

The first 30 days

1. Week 1: interview five prospective buyers from small pottery brands and inspect how they handle decals distort across curved product surfaces.
2. Week 2: prepare prepare a sample reviewed decal placement proof from a small authorized set of owned motifs and vessel dimensions using authorized or synthetic material.
3. Week 3: share the demonstration through creative trade associations and production-studio communities and seek one bounded paid pilot.
4. Week 4: measure physical proof corrections; reviewer correction minutes; buyer acceptance and repeat purchase, 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 prepare a sample reviewed decal placement proof from a small authorized set of owned motifs and vessel dimensions and deliver reviewed decal placement proof. Compare physical proof corrections; reviewer correction minutes; buyer acceptance and repeat purchase 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

Physical proof corrections; reviewer correction minutes; buyer acceptance and repeat purchase

Retention and expansion

Build repeat use around reviewed decal placement proof. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on physical proof corrections; reviewer correction minutes; buyer acceptance and repeat purchase. 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

A reusable library of approved styles, production constraints and review examples, together with reliable delivery for a narrow creative niche. For this concept, accumulate permissioned examples and reviewer corrections around surface-aware decoration previews. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Freelancers, creative agencies, generic generation tools and existing design applications. Position this concept around surface-aware decoration previews. 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

Generation attempts, video or image processing, storage, reviewer hours, client revision rounds and licensed source assets. Initial validation additionally budgets for representative sample preparation, interviews with small pottery brands, and buyer-side review of reviewed decal placement proof. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.