8. Business & Operations

Transforms business requests into executable project plans with scope, acceptance criteria, and AI prompts for validated, functional deliverables.

Enables collaborative alignment among stakeholders to establish shared truth and agreement in business decision-making contexts.

Conducts parallel design reviews during PLAN phase from three perspectives, blocking progression when trust score reaches 80 or higher.

Enables subscription-based feature gating, paywall implementation, and user entitlement management for premium feature access control.

Enables usage-based billing by recording events, checking balances, and displaying usage data for API calls and consumption-based pricing models.

Manages user subscription lifecycle including upgrades, downgrades, cancellations, and reactivations with real-time status updates.

Starts work on tracked issues, logs progress, and manages issue workflow in project management systems.

Provides brand-conscious legal review for company communications, prioritizing community trust and brand reputation over strict legal compliance.

Creates a Product Requirements Document (PRD) for new features or projects, outlining requirements, scope, and objectives.

Manages subscription credits, purchased credits, rollover logic, and atomic transactions for billing and refund operations.

Generates comprehensive product strategy documents defining vision, market positioning, and strategic direction for product development.

Automates creation and refinement of product backlog items including user stories, spikes, and bugs from PRDs or user input, directly in Linear.

Conducts structured discovery sessions to define product concepts, business models, user journeys, and competitive analysis for strategic product development.

Manages logistics operations for Nacom Goya, including order tracking, stock checks, availability, and separation creation via natural language queries.

Guides strategic planning by breaking down complex tasks and comparing options to align with long-term business objectives.

Tracks document flows, performs financial audits, and manages bank reconciliations for purchase/sales operations in Odoo ERP.

Enables abstract goal setting and value judgment through the Flow × Value framework for strategic decision-making.

Generates business estimates from client details, itemized pricing, and payment terms for sales documentation.

Generates phase-based feature plans with quality gates and incremental delivery structure for development team strategy.

Asks targeted questions to clarify underspecified requirements, ensuring clear objectives, scope, and constraints before proceeding with implementation.

Manages Agile software development projects through Sprint Planning, Story Creation, and Workflow Status updates for efficient implementation lifecycle management.

Generates phase-based feature plans with quality gates and progressive delivery structures for project planning, task decomposition, and roadmap development.

Provides evidence-based methods to verify task completion, confirm work status, and validate changes in project workflows.

Determines if feature requests belong in Genfeed's open-source core (PRs) or Cloud SaaS (subscription), guiding contributor and user decisions.