diff --git a/entities/internet-finance/milo-ai-agent.md b/entities/internet-finance/milo-ai-agent.md
new file mode 100644
index 00000000..f29c63f1
--- /dev/null
+++ b/entities/internet-finance/milo-ai-agent.md
@@ -0,0 +1,33 @@
+---
+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 specifically for the Charleston, Berkeley, and Dorchester County markets in South Carolina. Created by founder Nathan Wissing with 9 years of real estate investment and brokerage experience, MILO combines zoning intelligence, permitting expertise, transaction support, and automation into a hyper-local digital partner for real estate professionals.
+
+The project launched a futarchy-governed fundraise on [[futardio]] targeting $250,000 but closed after one day with only $200 committed, entering refunding status.
+
+## Timeline
+
+- **2026-03-03** — Launched futarchy-governed fundraise on Futardio targeting $250,000 for Alpha-to-Beta development and market penetration in Trident MLS (7,000+ agents)
+- **2026-03-04** — Fundraise closed in refunding status with $200 committed (0.08% of target)
+
+## Relationship to KB
+
+- [[futardio]] — launch platform
+- Example of futarchy-governed fundraise failure with extreme undersubscription (400:1 miss on target)
\ 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..ff17abb7 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: "Extreme fundraise failure case (400:1 undersubscription). No novel claims about futarchy mechanisms or market dynamics — just a failed launch. Entity created to track the outcome. Project appears to be legitimate local business attempt (not spam/test) but market showed no interest. Significance: data point on futarchy launch failure modes, but no extractable insight beyond the factual outcome."
 ---
 
 ## Launch Details
@@ -131,3 +135,14 @@ It’s a full digital real estate partner.
 - Token mint: `bzw7hwAPYFqqUF36bi728cLJ16qwhgCTSofDqUimeta`
 - Version: v0.7
 - Closed: 2026-03-04
+
+
+## Key Facts
+- MILO AI Agent launched on Futardio 2026-03-03 targeting $250K
+- Fundraise closed 2026-03-04 with $200 committed (0.08% of target)
+- Project positioned as hyper-local real estate AI for Charleston/Berkeley/Dorchester counties
+- Founder Nathan Wissing has 9 years real estate experience
+- Target market: Trident MLS with 7,000+ active agents
+- Proposed pricing: $115/month subscription
+- Revenue projections: $276K ARR at 200 users, $1.38M at 1,000 users
+- Status at launch: Alpha testing with 15-person waitlist