diff --git a/entities/internet-finance/runbookai-futardio-fundraise.md b/entities/internet-finance/runbookai-futardio-fundraise.md
new file mode 100644
index 00000000..091bf45f
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+++ b/entities/internet-finance/runbookai-futardio-fundraise.md
@@ -0,0 +1,44 @@
+---
+type: entity
+entity_type: decision_market
+name: "RunBookAI: Futardio Fundraise"
+domain: internet-finance
+status: failed
+parent_entity: "[[runbookai]]"
+platform: futardio
+proposal_url: "https://www.futard.io/launch/9DfNVpcDm6x1GXUa8wik8YVZhiw7dTmmhefVBWVZuAg8"
+proposal_date: 2026-03-05
+resolution_date: 2026-03-06
+category: fundraise
+summary: "Fundraise for DeFi agent strategy marketplace targeting $350K, closed after one day with $3.6K committed (1% of target)"
+tracked_by: rio
+created: 2026-03-11
+key_metrics:
+  funding_target: "$350,000"
+  total_committed: "$3,600"
+  commitment_ratio: "0.01"
+  duration: "1 day"
+---
+
+# RunBookAI: Futardio Fundraise
+
+## Summary
+RunBookAI attempted to raise $350,000 through Futardio to build a marketplace where DeFi strategy creators train agents with verifiable track records and rent immutable strategies to users who execute them on their own capital via TEE containers. The fundraise closed after one day with only $3,600 committed (1% of target), entering refund status.
+
+## Market Data
+- **Outcome:** Failed (refunding)
+- **Target:** $350,000
+- **Committed:** $3,600 (1.0%)
+- **Duration:** 1 day (2026-03-05 to 2026-03-06)
+- **Token:** pMF
+- **Platform:** Futardio v0.7
+
+## Significance
+This represents one of the lowest commitment ratios observed on Futardio, suggesting either insufficient market validation for the DeFi agent rental model, poor timing, inadequate marketing, or fundamental skepticism about the value proposition. The rapid closure (1 day) indicates the team recognized early that the fundraise would not reach viability threshold.
+
+The failure contrasts with other Futardio launches that achieved higher engagement, raising questions about product-market fit for complex DeFi infrastructure plays versus simpler meme coins or established protocol extensions.
+
+## Relationship to KB
+- [[futardio]] — fundraising platform
+- [[runbookai]] — parent entity
+- MetaDAO — futarchy infrastructure
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diff --git a/entities/internet-finance/runbookai.md b/entities/internet-finance/runbookai.md
new file mode 100644
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+++ b/entities/internet-finance/runbookai.md
@@ -0,0 +1,35 @@
+---
+type: entity
+entity_type: company
+name: RunBookAI
+domain: internet-finance
+status: failed
+founded: 2026
+platform: solana
+tracked_by: rio
+created: 2026-03-11
+key_metrics:
+  funding_target: "$350,000"
+  total_committed: "$3,600"
+  launch_status: "refunding"
+  launch_date: "2026-03-05"
+  close_date: "2026-03-06"
+---
+
+# RunBookAI
+
+RunBookAI is a proposed marketplace for trained DeFi agent strategies on Solana where creators train agents using natural language, build verifiable on-chain track records in staging environments, and rent immutable strategies to users who run them on their own capital with performance-based revenue splits. The project attempted to raise $350,000 through Futardio but closed after one day with only $3,600 committed, entering refund status.
+
+## Timeline
+- **2026-03-05** — Launched fundraise on Futardio targeting $350,000 for DeFi agent strategy marketplace
+- **2026-03-06** — Fundraise closed in refunding status with $3,600 committed (1% of target)
+
+## Relationship to KB
+- [[futardio]] — fundraising platform
+- MetaDAO — futarchy infrastructure provider
+
+## Overview
+
+The project proposed a two-sided marketplace addressing the gap between DeFi expertise and capital deployment. Creators would train agents in staging environments to build verifiable track records, then publish immutable strategies that renters could execute via TEE containers on their own capital. Revenue model included agent setup fees, performance splits between renters and creators, and platform fees.
+
+Planned roadmap included creator onboarding tools (Q2 2026), on-chain backtesting and verification (Q3 2026), marketplace launch with TEE execution (Q4 2026), and scaling features (Q1 2027+). The failed fundraise suggests limited market validation for the model at this stage.
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diff --git a/inbox/archive/2026-03-05-futardio-launch-runbookai.md b/inbox/archive/2026-03-05-futardio-launch-runbookai.md
index 932736d9..6d5f175d 100644
--- a/inbox/archive/2026-03-05-futardio-launch-runbookai.md
+++ b/inbox/archive/2026-03-05-futardio-launch-runbookai.md
@@ -6,9 +6,13 @@ url: "https://www.futard.io/launch/9DfNVpcDm6x1GXUa8wik8YVZhiw7dTmmhefVBWVZuAg8"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: unprocessed
+status: processed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
+processed_by: rio
+processed_date: 2026-03-11
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "Failed fundraise with 1% commitment ratio. No novel claims about futarchy mechanisms or market dynamics—this is purely factual data about a failed launch. The low engagement and rapid closure are data points but don't support generalizable claims without additional context or pattern evidence. Created entity pages for RunBookAI company and its fundraise decision market, plus timeline entry on Futardio parent entity."
 ---
 
 ## Launch Details
@@ -107,3 +111,11 @@ Remote On-device agents,  creator SDK, institutional tier.
 - Token mint: `pMFWrTS9E6btgjLyxNc3AGi74QqvG88GV2vVrLJmeta`
 - Version: v0.7
 - Closed: 2026-03-06
+
+
+## Key Facts
+- RunBookAI targeted $350,000 fundraise on Futardio (2026-03-05)
+- RunBookAI closed with $3,600 committed, 1% of target (2026-03-06)
+- RunBookAI proposed DeFi agent strategy marketplace with TEE execution and immutable strategies
+- RunBookAI revenue model: agent setup fees, performance splits, platform fees
+- RunBookAI roadmap: Q2 2026 creator tools, Q3 2026 backtesting, Q4 2026 marketplace launch, Q1 2027+ scaling