Inbox-to-Draft Workflows
Monitor incoming messages, classify intent, retrieve relevant context, and prepare draft replies for review.
Design AI-assisted systems that monitor, route, summarize, draft, and prepare work while keeping humans in control of important decisions.
AI agents are not magic employees. At their most useful, they are systems that can use tools in a loop: read inputs, call approved tools, retrieve context, prepare outputs, and hand work back to a human for review. The strongest agentic systems are not the ones with the most autonomy. They are the ones with the clearest boundaries.
Monitor incoming messages, classify intent, retrieve relevant context, and prepare draft replies for review.
Review incoming leads, score priority, identify missing information, and route next steps.
Classify files, extract key information, and prepare summaries or checklists.
Send requests to the right process, person, or knowledge source based on context.
Collect information, summarize sources, and prepare briefs for human review.
Help with recurring tasks, reporting, documentation, and structured follow-up.