8. Business & Operations

Provides comprehensive project context and state awareness to inform operational decisions and task execution.

Automates phase gate validation through multi-agent review, generating pass/fail reports to support project management decisions.

Generates comprehensive SDLC reports with iteration status, metrics dashboards, and executive summaries for project tracking and stakeholder communication.

Validates adherence to brand guidelines across visual, verbal, and legal aspects to ensure consistent brand representation in all communications and materials.

Provides multi-stage quality assurance for marketing assets with channel-specific validation to maintain brand consistency and campaign effectiveness.

Processes user satisfaction feedback by updating FAQ metrics or logging negative cases based on trigger words.

Orchestrates binder design campaigns through goal planning, health assessment, resource estimation, and tool selection to ensure successful execution of protein design projects.

Provides a workflow for cash flow analysis, liquidity assessment, cash forecasting, and treasury operations to optimize working capital and financial management.

Facilitates portfolio retrospectives to capture lessons learned, identify process improvements, and enhance organizational learning across completed projects.

Automates end-to-end budgeting and forecasting workflows including annual, departmental, rolling forecasts, and variance analysis with documented approval trails.

Optimizes personnel and skill allocation across multiple projects by identifying conflicts, gaps, and improvement opportunities to enhance operational efficiency.

Systematic feature planning system using research-first approach with pre-development workflows and research agents, structured in Small and Large Tracks for efficient project management.

Provides strategic framework for coordinating multi-project portfolios, assessing capacity, and optimizing resource allocation to support business decisions.

Generates Product Requirements Documents (PRDs) with problem statements, user stories, and success metrics for product development planning.

Manages product and feature launch coordination including checklists, stakeholder alignment, and day-of execution.

Analyzes market data to develop competitive pricing models and provide strategic pricing recommendations for products and features.

Develops strategic positioning statements and competitive frameworks to differentiate products in target markets.

Automates month-end and year-end financial close workflows including journal entries, reconciliations, and audit preparation for accurate reporting.

Provides six specialist financial agents for in-depth analysis, budgeting, modeling, treasury, accounting, and metrics tracking.

Provides 7 product marketing skills and 6 specialist agents for go-to-market strategy, positioning, messaging, competitive intelligence, and launch coordination.

Delivers validated financial models for DCF, LBO, merger, and operating scenarios with sensitivity analysis for business strategy and investment decisions.

Manages portfolio-level risks by identifying, assessing, and tracking mitigation strategies across multiple projects using RAID logs.

Provides strategic planning for product launches, including channel strategy, tactics, timeline, and budget allocation to ensure effective market entry.

Visualizes business-level feature relationships, groupings, and interactions to guide strategic planning before technical architecture decisions.