diff --git a/entities/internet-finance/milo-ai-agent.md b/entities/internet-finance/milo-ai-agent.md
new file mode 100644
index 00000000..8b6f4cb2
--- /dev/null
+++ b/entities/internet-finance/milo-ai-agent.md
@@ -0,0 +1,41 @@
+---
+type: entity
+entity_type: company
+name: "MILO AI Agent"
+domain: internet-finance
+status: failed
+founded: 2026
+platform: futardio
+tracked_by: rio
+created: 2026-03-11
+key_metrics:
+  funding_target: "$250,000"
+  total_committed: "$200"
+  launch_date: "2026-03-03"
+  close_date: "2026-03-04"
+  outcome: "refunding"
+---
+
+# MILO AI Agent
+
+MILO is a mobile AI real estate agent built for the Charleston, Berkeley, and Dorchester County markets in South Carolina. Created by founder Nathan Wissing, MILO combines zoning intelligence, permitting expertise, and transaction support into a hyper-local real estate tool. The project attempted to raise $250,000 through [[futardio]] but failed to reach its funding target.
+
+## Overview
+
+MILO positioned itself as a localized AI real estate assistant with deep knowledge of South Carolina's Lowcountry market. Core capabilities included listing generation, zoning and parcel intelligence, permitting process explanation, deed document analysis, calendar automation, client communications, and document creation. The value proposition targeted real estate agents earning $150,000+ annually at a $115/month subscription price point.
+
+## Timeline
+
+- **2026-03-03** — Launched fundraise on [[futardio]] with $250,000 target
+- **2026-03-04** — Fundraise closed with only $200 committed (0.08% of target), status: refunding
+
+## Market Context
+
+The project identified Trident MLS (South Carolina) with 7,000+ active agents as the initial market. Revenue projections ranged from $276,000 ARR at 200 users to $1.38M ARR at 1,000 users. At launch, MILO was in Alpha testing with a 15-person waitlist.
+
+## Relationship to KB
+
+- [[futardio]] — launch platform
+- [[MetaDAO]] — futarchy infrastructure provider
+
+This launch demonstrates the high failure rate and capital efficiency of futarchy-governed fundraising, where projects that fail to attract market confidence are immediately rejected rather than consuming capital through traditional funding rounds.
\ No newline at end of file
diff --git a/inbox/archive/2026-03-03-futardio-launch-milo-ai-agent.md b/inbox/archive/2026-03-03-futardio-launch-milo-ai-agent.md
index 57e714a0..51ec9d51 100644
--- a/inbox/archive/2026-03-03-futardio-launch-milo-ai-agent.md
+++ b/inbox/archive/2026-03-03-futardio-launch-milo-ai-agent.md
@@ -6,9 +6,13 @@ url: "https://www.futard.io/launch/4EhLS9CWQ2dQQe1nexxvB6D3c5jGaRCirpQ5GJFS43nR"
 date: 2026-03-03
 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: "Futardio launch for hyper-local AI real estate agent. Failed to reach funding threshold with only $200 committed ($250K target). Created entity page for MILO as it represents a data point on futarchy-governed fundraising outcomes. No extractable claims - this is purely factual data about a failed launch. The source contains extensive marketing copy but no novel mechanism insights or arguable propositions about futarchy, AI agents, or real estate technology."
 ---
 
 ## Launch Details
@@ -131,3 +135,11 @@ It’s a full digital real estate partner.
 - Token mint: `bzw7hwAPYFqqUF36bi728cLJ16qwhgCTSofDqUimeta`
 - Version: v0.7
 - Closed: 2026-03-04
+
+
+## Key Facts
+- MILO AI Agent raised $200 of $250,000 target on Futardio (2026-03-03 to 2026-03-04)
+- Trident MLS has 7,000+ active real estate agents
+- MILO targeted $115/month subscription pricing
+- Project was in Alpha testing with 15-person waitlist at launch
+- Founder Nathan Wissing has 9 years real estate experience