System retirement dependency scout

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 IT portfolio administrators use it to solve "old applications have undocumented downstream users"?
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 unverified downstream dependencies; 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 authorized application inventories and dependency notes. 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 declared consumers; flag unverified links. Support the third task through an assisted review queue: draft retirement questions. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of engineer-reviewed retirement 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 engineer-reviewed retirement brief, automate link proposed outputs to original source records; capture reviewer corrections and approval; export a versioned engineer-reviewed retirement brief. 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 authorized application inventories and dependency notes. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype.

What the build depends on. A defensible calculation model, explicit units, constraint validation and representative boundary tests. Advanced forecasting or optimization needs adequate historical data. 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 authorized application inventories and dependency notes. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype.

Pricing to test

Test USD 750-3,000 for a scoped planning setup and review, then USD 200-900 monthly for refreshes within agreed complexity. Data integration and optimization are separately scoped. All ranges are hypotheses. For this buyer, package the first sale around prepare a sample engineer-reviewed retirement brief from a small authorized set of authorized application inventories and dependency notes and the defined engineer-reviewed retirement brief. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Evidence of dependencies before shutdown planning. Demonstrate the result with prepare a sample engineer-reviewed retirement brief from a small authorized set of authorized application inventories and dependency notes for IT portfolio administrators. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

Developer communities and specialist engineering consultancies

Lead magnet

Prepare a sample engineer-reviewed retirement brief from a small authorized set of authorized application inventories and dependency notes

The first 30 days

1. Week 1: interview five prospective buyers from IT portfolio administrators and inspect how they handle old applications have undocumented downstream users.
2. Week 2: prepare prepare a sample engineer-reviewed retirement brief from a small authorized set of authorized application inventories and dependency notes using authorized or synthetic material.
3. Week 3: share the demonstration through developer communities and specialist engineering consultancies and seek one bounded paid pilot.
4. Week 4: measure unverified downstream dependencies; 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 engineer-reviewed retirement brief from a small authorized set of authorized application inventories and dependency notes and deliver engineer-reviewed retirement brief. Compare unverified downstream dependencies; 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

Unverified downstream dependencies; reviewer correction minutes; buyer acceptance and repeat purchase

Retention and expansion

Build repeat use around engineer-reviewed retirement brief. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on unverified downstream dependencies; 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 validated domain model, customer-approved constraints and forecast or decision history that improves practical planning. For this concept, accumulate permissioned examples and reviewer corrections around evidence of dependencies before shutdown planning. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Spreadsheets, planners, specialist forecasting tools and existing scheduling or configuration software. Position this concept around evidence of dependencies before shutdown planning. 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

Data preparation, domain modeling, validation, scenario computation, reviewer support and ongoing assumption maintenance. Initial validation additionally budgets for representative sample preparation, interviews with IT portfolio administrators, and buyer-side review of engineer-reviewed retirement brief. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.