Peer-review response evidence 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 academic authors revising manuscripts use it to solve "response letters lose track of which changes address each comment"?
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 unanswered comments and response preparation time. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Costed pilot: No fabricated analyses or claims of changes not made. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: separate reviewer requests; link manuscript changes. Support the third task through an assisted review queue: flag unanswered points. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of coauthor-approved review response pack. 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 coauthor-approved review response pack, automate draft factual responses; track coauthor approval; export response letters. 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. No fabricated analyses or claims of changes not made.

What the build depends on. Document parsing, a source-linked editor, tracked revisions, reviewer workflow and reliable document export. Rich presentation or print output needs format-specific QA. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: No fabricated analyses or claims of changes not made.

Pricing 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. For this buyer, package the first sale around map one review round and the defined coauthor-approved review response pack. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Every response tied to an actual manuscript change or stated rationale. Demonstrate the result with map one review round for academic authors revising manuscripts. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

University writing centers and researcher communities

Lead magnet

Map one review round

The first 30 days

1. Week 1: interview five prospective buyers from academic authors revising manuscripts and inspect how they handle response letters lose track of which changes address each comment.
2. Week 2: prepare map one review round using authorized or synthetic material.
3. Week 3: share the demonstration through university writing centers and researcher communities and seek one bounded paid pilot.
4. Week 4: measure unanswered comments and response 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.

Paid pilot

Agree the acceptance criteria, input limits and reviewer responsibilities before starting. Run map one review round and deliver coauthor-approved review response pack. Compare unanswered comments and response 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.

Success metrics

Unanswered comments and response preparation time

Retention and expansion

Build repeat use around coauthor-approved review response pack. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on unanswered comments and response preparation time. 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

Customer-approved terminology, reusable structures, source libraries and editorial feedback tied to a specific audience and recurring publishing workflow. For this concept, accumulate permissioned examples and reviewer corrections around every response tied to an actual manuscript change or stated rationale. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Writers, editors, agencies, internal document templates and general-purpose chat tools. Position this concept around every response tied to an actual manuscript change or stated rationale. 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

Research and interview time, transcription, model usage, factual verification, subject-matter review, editing and revisions. Initial validation additionally budgets for researcher editorial review. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.