Marketing
Built for structured analysis, consistent documentation, and cross-functional coordination.
Workflows
Marketing combines analysis, planning, and reporting across multiple channels and stakeholders. Knowledge Workers assist with organization, synthesis, and structured reasoning.
Market and audience research
Competitive and positioning analysis
Campaign planning and structure
Content and messaging documentation
Performance reporting and review
Cross-channel coordination
Internal marketing briefs
Go-to-market preparation
Knowledge Workers assist without replacing strategic ownership or final decision-making.
Functional Roles
Structured around functional roles reflecting how marketing teams plan, evaluate, and communicate work across campaigns and initiatives.
Supporting clarity and consistency while preserving creative and strategic control.

Functions
Organize market data, synthesize research, and support planning workflows. Outputs structured to inform strategic and commercial discussions.
Support documentation, structure, and consistency across messaging, briefs, and internal materials during campaign planning.
Prepare structured reports and summaries to evaluate performance across channels and initiatives.
Coordinate information between marketing, sales, finance, and leadership. Support alignment across go-to-market activities.
Governance
Marketing workflows require coordination across teams and approval layers. All Knowledge Worker outputs are reviewable, editable, and attributable with human-in-the-loop oversight.
Teams retain control over messaging, strategy, and approvals at all times.
Integration
Integrates with existing marketing platforms, data sources, and document repositories through secure interfaces. Knowledge Workers operate within established environments without parallel tooling.
Complements existing systems rather than replacing them.
10 Specialized AI Knowledge Workers
Specialized for Marketing
Turn data into growth. Your AI marketing team optimizes campaigns, tracks performance, and identifies opportunities—so every dollar works harder.
Ready to deploy in your workspace
Each agent is trained on industry-specific workflows, documents, and best practices.