outlier-swarm

Finding overlooked strategies requires cross-domain synthesis and failure archaeology applied to your business context. This approach maps conventional wisdom, then actively hunts for validated contrarian alternatives and analogies from other industries to reveal unconventional, high-leverage approaches.

Failure archaeology analyzes past failures to uncover evidence-backed alternative strategies. By examining what went wrong in conventional approaches to pricing or onboarding, it reveals overlooked opportunities and helps you avoid repeating mainstream mistakes in your business decisions.

Yes, contrarian research can use local vault notes through Smart Connections and Glob/Grep search. The system prioritizes discovering prior knowledge from your vault before falling back to external web search, ensuring your existing notes inform the multi-agent investigation.

Integrate mission context by loading your member's mission-context data to tailor searches and prompts. If unavailable, the system applies a generic fallback framing, ensuring the cross-domain research still aligns with your coaching business objectives.

Yes, multi-agent research synthesis works for small business marketing channel analysis by orchestrating parallel agents that map conventional channels and hunt contrarian alternatives. It generates a convergence report highlighting overlapping surprises and actionable verdicts for your business.

First-principles analysis for business strategy research depends on mission-context integration; without it, the system uses generic framing. It also requires local vault discovery or web search capabilities to gather sufficient data, limiting effectiveness in offline environments.