pharmacy_inventory · SLC, UT verified · confidence: 0.91 · 14 min drug_availability · Phoenix, AZ verified · confidence: 0.87 · 22 min retail_inventory · Austin, TX verified · confidence: 0.88 · 18 min permit_status · Denver, CO verified · confidence: 0.94 · 31 min formulary_check · Dallas, TX verified · confidence: 0.89 · 19 min pharmacy_inventory · SLC, UT verified · confidence: 0.91 · 14 min drug_availability · Phoenix, AZ verified · confidence: 0.87 · 22 min retail_inventory · Austin, TX verified · confidence: 0.88 · 18 min permit_status · Denver, CO verified · confidence: 0.94 · 31 min formulary_check · Dallas, TX verified · confidence: 0.89 · 19 min
Private Beta · Salt Lake City

The physical-world
data layer for AI agents

Query reality. Get structured, verifiable truth from the real world — confidence-scored, provenance-tracked, and returned in milliseconds.

Join early access See how it works

How it works

AI can reason about anything.
It can't touch the world.

Proxy is the missing layer between what agents know and what's actually true right now.

01
🤖
AI agents can't access real-world data
No database tracks real-time drug availability, shelf inventory, or physical verification. Agents hit a wall the moment they need ground truth.
02
👁
Proxy dispatches humans as sensors
When an agent needs physical-world data, Proxy matches a geo-verified worker, dispatches them to the location, and collects structured proof.
03
⚡
Returns structured, confidence-scored truth
Every query returns typed JSON with a confidence score, provenance hash, and human-readable summary. Decision-grade data, not opinions.

Live example

Query once.
Get verified truth.

A Claude agent asked whether a specific drug was in stock near Salt Lake City. Proxy dispatched a healthcare-verified worker. The worker visited the pharmacy and returned structured data — in under 20 minutes.

18 min Resolution time
0.91 Confidence score
✓ Provenance hash
proxy_response.json
POST /v1/queries → 200 OK

{ "query_type": "pharmacy_inventory", "output": { "in_stock": true, "price_usd": 26500.00, "requires_prior_auth": true, "pharmacy": "CVS, 400 N 900 E, SLC" }, "confidence": 0.91, "resolved_in_minutes": 18, "human_summary": "In stock at CVS. Verified 18 min ago. High confidence.", "provenance_hash": "sha256:a3f9b2...", "finality": "provisional" }

Use cases

Built for the verticals
where truth is expensive.

Three verticals where real-world ground truth determines real-world outcomes.

Healthcare
Drug availability & formulary verification
No database tracks real-time drug availability. Proxy dispatches healthcare-verified workers to pharmacies and returns structured, confidence-scored inventory data.
  • Is Leqembi 200mg in stock within 5mi of SLC?
  • Does CVS accept Medicare Part B for this drug?
  • Which infusion centers have capacity this week?
Prediction Markets
Physical-world verification for market resolution
Prediction markets need physical verification to resolve correctly. Proxy gives agents a trusted, provenance-tracked ground truth layer for real-world outcomes.
  • Verify construction milestone at this address
  • Confirm public event attendance at venue X
  • Check product launch availability at retail
Retail & Inventory
Real-time shelf availability and pricing
Scraping can't tell you what's actually on the shelf. Proxy sends observers to specific locations and returns structured inventory truth with timestamps.
  • Is Product X in stock at Target on Main St?
  • What is the shelf price vs. advertised price?
  • Verify promotional display compliance

Why Proxy

Built by an operator
who lived the problem.

Proxy was built by a healthcare operator and attorney who spent years watching critical decisions fail because the underlying ground truth didn't exist — or couldn't be trusted. The system is designed from the inside out, not from a whiteboard.

🔒
Provenance on every result
Every query returns a SHA-256 provenance hash — independently verifiable chain of custody from observation to output.
📊
Confidence scored, not just returned
Accuracy vectors, location verification, and AI proof review combine into a single confidence score agents can act on.
⏱
Truth decays. We track it.
Every result has a half-life. Proxy monitors decay and alerts you before stale data drives a decision.
🔌
Native to your agent stack
MCP server, REST API, webhooks, and WebSocket streaming. Works with Claude, LangChain, CrewAI, or any agent framework.

Private beta · Salt Lake City

Request early access.

We're opening access to 100 workers and 10 Agent Operator accounts. Healthcare teams, agent builders, and prediction market operators are our first priority.

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No spam. We'll reach out directly when access opens.

For developers For AI agents For enterprises For healthcare teams