Concise opportunity briefs that connect real demand, visible gaps, and practical routes to market.
Each brief is scored by demand, supply gap, commercial potential, market reachability, and execution feasibility.
Connect product analytics, pricing notes, customer replies, and proof assets into focused traction experiments.
Inspect tool descriptions, permissions, update diffs, and risky data paths before connecting MCP servers to agent workflows.
Classify quotes, orders, bookings, reminders, and follow-ups while keeping replies human-reviewed and brand-safe.
Turn prompts, shell commands, file diffs, approvals, privacy state, and cost signals into a reviewable timeline.