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Delegation assistant

Vague requests create rework and mismatched expectations. A shared task agreement with measurable completion criteria.

ManagementOperationsHuman ResourcesWritersSource-based content workspace with editorial delivery

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Demo screen of Delegation assistant
Opportunity7Strong
Problem6Real pain
Feasibility6Doable
Why now7Good timing
💰 Investment$9,500 MVP$36,500 for the full product
🛠️ Build effort6/1022 days of creation time, MVP in 5 days
⚙️ Running costs$810–$1,610/moat about 50 customers
🧠 Right for you?Check your fitTen questions, instant answer

01The offer

For managers leading small project teams, turn manager notes, project context and delivery standards into agreed delegation brief. Address the recurring problem: vague requests create rework and mismatched expectations. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.

For
Managers leading small project teams
Takes in
Manager notes, project context and delivery standards
Delivers
Agreed delegation brief
Message
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.
Lead magnet
A vague request converted into an actionable brief

02How it works

  1. Clarify intended outcome
  2. Identify missing constraints
  3. Draft task scope
  4. Specify acceptance criteria
  5. Request assignee feedback
  6. Preserve agreed changes

Workflow

Collect a structured brief and source material, identify unanswered questions, approve an outline, generate a draft, verify claims, gather reviewer edits, approve a final version and export the agreed formats. Start with manager notes, project context and delivery standards and finish with agreed delegation brief.

AI and people

Extract and organize information, propose structure, draft prose and adapt approved content to audiences. Attach evidence to factual claims. Keep names, dates, amounts and quoted wording linked to their source. Editors resolve ambiguity and approve publication.

Screens

Key screens: Brief builder, acceptance criteria, assignee review. Use a project list and editorial calendar beside a document editor. Keep original material and supporting passages in a collapsible side panel. Show outline, draft, review and approved stages. Provide tracked edits, comments, version comparisons and an export preview that reflects the final delivery format. In this product, the first view is brief builder, followed by acceptance criteria and assignee review.

Admin

Client workspaces, source permissions, editorial assignments, change history, reviewer comments, approval gates, revision allowances and export templates.

03Market gap

Alternatives buyers use today

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.

Where this wins

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.

04Why now

Management teams are adopting AI for exactly this kind of repeatable work, and the cost of language and vision models has dropped far enough that a narrow, reviewed workflow pays back quickly. The buyer already feels the problem: vague requests create rework and mismatched expectations.

05Proof & signals

Channels where buyers gather: Management coaching providers. Metrics that prove it works: Clarification rounds, first-pass acceptance.

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.

06Execution plan

MVP

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.

First 30 days

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. Week 2: prepare this demonstration using authorized or synthetic material: a vague request converted into an actionable brief. Week 3: present it through management coaching providers and seek one narrowly scoped paid pilot. Week 4: review clarification rounds, first-pass acceptance, total delivery effort and a concrete renewal decision before increasing scope.

After the pilot

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.

Retention

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

Integrations

Team updates, calendars, project records and agreed management routines. Document storage, word processor export, content management systems and approved publishing channels. Pilot with uploads and downloadable drafts before adding write integrations. These are candidate integration categories, not verified supported connectors.

07Investment and running costs

PhaseScopeTimeBudget
MVPOne buyer segment, one recurring use case; first modules: clarify intended outcome; identify missing constraints. Manual review in the loop.5 days$9,500
Paid pilotAccounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.6 days$11,500
Full productRemaining modules: specify acceptance criteria; request assignee feedback; preserve agreed changes. Self-serve onboarding, billing, monitoring and the wider integration set.2 weeks$15,500
Total$36,500
RunningHostingAI usageTotal a month
MVP and paid pilot (about 3 customers)$30–$60$70–$140$100–$200
Full product (about 50 customers)$110–$210$700–$1,400$810–$1,610

Revenue model 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.

Cost drivers

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

Safeguards

Confirm owners, decisions and commitments. Keep employee discussion notes access-controlled and avoid covert individual performance inference. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.

Take it further

Concept proposal expanded from the 315-solution conversation. Demand, pricing, differentiation, build scope and integration feasibility are hypotheses, not verified market findings. Category link is inspiration rather than evidence of business viability.