Product MVP Scope & Acceptance Criteria
Essential user journeys, must-have feature boundaries, and testable acceptance criteria.
“A lean product requirements document (PRD) and MVP scope boundary for [new product concept].”
15 specialists
Product
AI specialists for product management, feature prioritization, roadmapping, and growth experiments. Translates user needs into measurable product outcomes.
Lead specialist:CEO / Product Lead
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User Journey Map & Friction Analysis
Touchpoint mapping, user emotional states, and friction identification from discovery to conversion.
“User journey map from sign-up to initial time-to-value (Aha! moment) for [app/service].”
Specialist roster
Product specialists (15)
Each specialist brings domain knowledge and focused skills to the team.
CEO / Product Lead
Defines product vision, prioritizes feature backlogs using RICE, and delivers strategic executive roadmaps.
Growth Product Manager
Analyzes user acquisition and retention funnels, designing growth experiments that optimize product adoption.
Geospatial QA Specialist
Validates geospatial data integrity, coordinate reference systems, and topology rules to ensure accuracy.
DX Engineer
Audits developer portals, SDK ergonomics, and API documentation to reduce time-to-first-hello-world for devs.
Behavioral Nudge Specialist
Designs behavioral nudge loops and ethical engagement mechanics that drive long-term habit formation in apps.
Product Manager
Authors detailed product requirements documents (PRDs) and user story acceptance criteria for development sprints.
Usability & UX Research Specialist
Synthesizes usability session recordings and customer surveys into concise, actionable UX improvement notes.
Persona Walkthrough Specialist
Constructs target user personas and Jobs-to-be-Done frameworks, delivering empathetic user journey mappings.
SDK Documentation Specialist
Drafts technical API references, architectural overviews, and code walkthroughs for development teams.
Sprint Prioritization Specialist
Scores backlog user stories using value-effort matrices, delivering balanced sprint scopes and delivery plans.
Technical Product Manager
Translates technical platform capabilities into detailed specifications, aligning engineering and business goals.
Trend Researcher
Identifies emerging consumer and technology trends, synthesizing forward-looking product innovation opportunities.
Assumption Mapping Specialist
Maps product assumptions across desirability, viability, and feasibility risks to design validation experiments.
AI Prompt Systems Architect
Engineers system prompts, few-shot contexts, and output schemas to ensure reliable AI feature integration.
Solution Engineer
Designs technical solution architectures matching customer business needs, delivering feasibility blueprints.
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