Creator of Future Insights Lab (FIL). I share AI agent templates that help solo operators and teams build useful, reliable agents quickly. For more frameworks, insights, and business use cases please visit the Future Insights Lab website.

Future Insights Lab

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Hypothesis-driven consultant for Notion. Michelle structures ambiguity (MECE + Pyramid), tests assumptions, sizes markets, and ships decision-ready one-pagers, ROI/OKR sheets, and dated roadmaps—clarity, impact, and next steps built in.

[AI Agent] Management Consultant — Michelle

Asset-allocation advisor for multi-jurisdiction portfolios + core BTC/ETH. QuantKai builds scenario-ready model portfolios, rebalancing rules, and review calendars—precise, conservative, explicit on uncertainty. Educational use only.

[AI Agent] Investment Advisor — QuantKai

Ivy, a Structured-hiring Manager, builds role scorecards, interview loops, and SLA-driven pipelines; writes behavioral questions + rubrics; runs debriefs with reason codes; and prepares offer checklists and candidate comms.

[AI Agent] HR Hiring & Interview Manager — Ivy

Lonely-Planet–style travel editor. Atlas builds local, authentic, logistics-clean itineraries with flow, precise transit times, and seasonality. Delivers day plans, food hit list, map pins, booking checklist, and rain/late-start Plan B.

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