Delegation assistant

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 managers leading small project teams use it to solve "vague requests create rework and mismatched expectations"?
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. Complete one existing brief using the customer’s actual sources.
4. Measure, then decide. Track clarification rounds and first-pass acceptance. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Begin with managers leading small project teams and one recurring use case. Build the first two modules: clarify intended outcome; identify missing constraints. Provide operator assistance for the third module: draft task scope. Deliver agreed delegation brief through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.

After the MVP. After paid pilots establish value, automate the remaining modules: specify acceptance criteria; request assignee feedback; preserve agreed changes. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.

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.

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.

Message to test

Delegation assistant for managers leading small project teams. A shared task agreement with measurable completion criteria. Demonstrate the claim through a vague request converted into an actionable brief.

Where to find buyers

Management coaching providers

Lead magnet

A vague request converted into an actionable brief

The first 30 days

1. Week 1: interview five prospective buyers in this segment: managers leading small project teams. Ask to see a recent example of the problem and their current process.
2. Week 2: prepare this demonstration using authorized or synthetic material: a vague request converted into an actionable brief.
3. Week 3: present it through management coaching providers and seek one narrowly scoped paid pilot.
4. Week 4: review clarification rounds, first-pass acceptance, total delivery effort and a concrete renewal decision before increasing scope.

Paid pilot

Complete one existing brief using the customer’s actual sources. Record reviewer edits, factual corrections and preparation time. Ask the same buyer to commission a second comparable deliverable. For this solution, use manager notes, project context and delivery standards and evaluate agreed delegation brief. Agree success thresholds with the buyer before starting; collect a baseline for clarification rounds, first-pass acceptance. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.

Success metrics

Clarification rounds, first-pass acceptance

Retention and expansion

Maintain the approved source and voice library, schedule recurring editorial work, and expand into additional formats only after the core deliverable is repeatedly accepted.

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 solution, build around a shared task agreement with measurable completion criteria. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.

Alternatives and positioning

Writers, editors, agencies, internal document templates and general-purpose chat tools. Differentiate on this specific proposed advantage: a shared task agreement with measurable completion criteria. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.

Main delivery costs

Research and interview time, transcription, model usage, factual verification, subject-matter review, editing and revisions.