From 9430533891d9967d1d6fd4e527e535b69987da77 Mon Sep 17 00:00:00 2001
From: PAE <pae@localhost>
Date: Fri, 1 May 2026 05:38:03 +0000
Subject: [PATCH] research: business plan task={task.id}

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+# ⚠️ MISSING CRITICAL INPUT
+
+I'm Orion, Director of Research at Crimson Leaf Holdings, and I'm ready to produce a comprehensive, investor-grade business plan. However, **the operator message is empty** — there is no opportunity description, market context, or specific business concept for me to analyze.
+
+## What I need to proceed:
+
+**From the task message, provide:**
+
+1. **Opportunity Name** — What is the specific business concept?
+   - Example: "AI-powered manuscript formatting for indie authors" or "Real-time market sentiment API for crypto traders"
+
+2. **Target Customer** — Who specifically benefits?
+   - Example: "Self-published authors on KDP" or "Algorithmic traders managing 6+ figure portfolios"
+
+3. **Problem Statement** — What gap exists today?
+   - Example: "Authors spend 40+ hours on PDF formatting; deterministic tools fail on bleed margins and optical balance"
+
+4. **Proposed Solution** — How does the AI business solve it?
+   - Example: "Agentic Tenant that intelligently converts Word/Markdown → print-ready PDFs with KDP/IngramSpark compliance"
+
+5. **Reference Research Data** — (if available)
+   - TAM estimates, competitor benchmarks, GTM channel data, failure modes
+   - These populate the `{biz_data_1}`, `{biz_data_2}`, `{biz_data_3}` placeholders above
+
+---
+
+## Once you provide the opportunity details, I will deliver:
+
+✅ **Executive Summary** (4-question format)  
+✅ **Problem + Solution** (with market gap analysis)  
+✅ **Market Analysis** (TAM, growth, drivers — all cited)  
+✅ **Business Model** (revenue streams, unit economics, pricing benchmarks)  
+✅ **Revenue Projections** (Month 1-12 with explicit assumptions)  
+✅ **Competitive Analysis** (AI advantage, cost structure, defensibility)  
+✅ **90-Day GTM Plan** (exact tasks, owners, success metrics)  
+✅ **Operations Plan** (Orion role, agent responsibilities, David's minimal loop)  
+✅ **Risk Register** (top 5 with mitigations)  
+✅ **90-Day Decision Gate** (scale, pivot, or close criteria)  
+✅ **Final Recommendation** (FUND / PILOT FIRST / DO NOT FUND with rationale)  
+✅ **10+ Cited Sources** (all URLs verified, no fabrication)
+
+---
+
+**Please reply with the opportunity concept, and I will complete the full business plan immediately.**
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