Project scope boundary monitor

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 agency project managers use it to solve "small requests accumulate beyond the approved project scope"?
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 unpriced scope changes and clarification time. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Costed pilot: No automatic client billing or contractual rulings. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: extract included deliverables; classify new requests. Support the third task through an assisted review queue: flag ambiguous boundaries. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of reviewed scope change register. 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 scope change register, automate draft clarification notes; track approved changes; export scope history. 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 automatic client billing or contractual rulings.

What the build depends on. Reliable permitted source access, change history, publication dates, deduplication and editorial QA. Coverage limits and inaccessible sources must be visible. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: No automatic client billing or contractual rulings.

Pricing to test

Test USD 100-500 monthly for a narrow shared briefing, or USD 750-2,500 monthly for bespoke analyst coverage. Licensed source access and unusual collection requirements are extra. Prices require validation. For this buyer, package the first sale around review twenty project requests and the defined reviewed scope change register. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Explain scope questions using the signed project baseline. Demonstrate the result with review twenty project requests for agency project managers. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

Agency operations groups and project management coaches

Lead magnet

Review twenty project requests

The first 30 days

1. Week 1: interview five prospective buyers from agency project managers and inspect how they handle small requests accumulate beyond the approved project scope.
2. Week 2: prepare review twenty project requests using authorized or synthetic material.
3. Week 3: share the demonstration through agency operations groups and project management coaches and seek one bounded paid pilot.
4. Week 4: measure unpriced scope changes and clarification 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 review twenty project requests and deliver reviewed scope change register. Compare unpriced scope changes and clarification 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

Unpriced scope changes and clarification time

Retention and expansion

Build repeat use around reviewed scope change register. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on unpriced scope changes and clarification 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

A curated source network, historical change archive and buyer-specific relevance judgments within a narrow topic. For this concept, accumulate permissioned examples and reviewer corrections around explain scope questions using the signed project baseline. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Newsletters, search alerts, analysts and general media or website monitoring tools. Position this concept around explain scope questions using the signed project baseline. 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

Source licensing, collection reliability, change processing, analyst verification, missed-signal review and digest production. Initial validation additionally budgets for project manager review. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.