Methods transfer question generator

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 research teams adopting published methods use it to solve "teams overlook practical details missing from a methods section"?
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 unspecified parameters and researcher-rated question usefulness. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Costed pilot: General evidence review; hazardous procedural optimization excluded. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: extract reported parameters; link exact passages. Support the third task through an assisted review queue: flag unspecified conditions. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of researcher-reviewed methods clarification brief. 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 researcher-reviewed methods clarification brief, automate compare local constraints; draft clarification questions; export transfer briefing. 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. General evidence review; hazardous procedural optimization excluded.

What the build depends on. A clear research protocol, source access, citation tracking and qualified interpretation. Interview work also needs relevant participants and consent management. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: General evidence review; hazardous procedural optimization excluded.

Pricing to test

Test USD 750-3,000 for one tightly bounded research question and evidence pack. Participant recruitment, specialist review and licensed data are separately scoped. Repeat tracking can become a retainer. Prices are hypotheses. For this buyer, package the first sale around review one non-sensitive methods paper and the defined researcher-reviewed methods clarification brief. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Show what a paper does not specify before attempted replication. Demonstrate the result with review one non-sensitive methods paper for research teams adopting published methods. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

Research methods workshops and laboratory networks

Lead magnet

Review one non-sensitive methods paper

The first 30 days

1. Week 1: interview five prospective buyers from research teams adopting published methods and inspect how they handle teams overlook practical details missing from a methods section.
2. Week 2: prepare review one non-sensitive methods paper using authorized or synthetic material.
3. Week 3: share the demonstration through research methods workshops and laboratory networks and seek one bounded paid pilot.
4. Week 4: measure unspecified parameters and researcher-rated question usefulness, 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 review one non-sensitive methods paper and deliver researcher-reviewed methods clarification brief. Compare unspecified parameters and researcher-rated question usefulness 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

Unspecified parameters and researcher-rated question usefulness

Retention and expansion

Build repeat use around researcher-reviewed methods clarification brief. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on unspecified parameters and researcher-rated question usefulness. 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

Niche research protocols, credible researcher relationships and a rights-cleared evidence archive with consistent interpretation methods. For this concept, accumulate permissioned examples and reviewer corrections around show what a paper does not specify before attempted replication. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Research consultants, internal analysts, literature databases and general search or summarization tools. Position this concept around show what a paper does not specify before attempted replication. 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

Researcher time, source access, participant recruitment, transcription, evidence coding, expert review and report revisions. Initial validation additionally budgets for domain researcher review. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.