Autonomous Sanitation Infrastructure

Sanitation you can
prove.

316 Dynamics operates verified terminal cleaning for ICUs, ORs, and isolation wards. Every room turnover becomes a defensible record.

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$40K+
Per HAI event
Unreimbursed under DRG capitation. One infection converts a profitable case into a loss.
1%
CMS clawback risk
Automatic Medicare penalty for bottom-quartile HAI rates. Millions at risk annually, with no documentation to contest it.
95K
High-acuity beds in the US
ICUs, ORs, and isolation wards requiring terminal cleaning up to 7 times daily. None with verified proof of completion.
The Compliance Gap

Every clinical workflow is documented.
Sanitation is not.

When a Joint Commission surveyor arrives, when an outbreak is investigated, when counsel requests records, there is a signed checklist. Nothing more.

Every room turnover becomes a timestamped, photo-documented record. Audit-ready from day one. No new workflow for EVS staff.

$42
Per verified room
Priced at market rate for verified, compliance-grade terminal cleaning. Recovered the moment a single audit failure or CMS penalty is avoided.
Day 1
Audit-ready records
Spatial metadata, photo receipts, and timestamps. Automatically generated. No manual entry.
Our Vision

Verifiable sanitation
is the foundation
of safe healthcare.

The Service
We operate a sensor-equipped EVS service that produces cleaning compliance records and collects the ground-truth manipulation data required to train autonomous systems in real clinical conditions. The service funds the platform.
The Autonomy Platform
Sanitation becomes programmable. Our robot executes high-risk cleaning tasks across surface types and room configurations. Proven in hospitals, the same platform transfers to pharma, transit, and regulated environments where contamination is a liability.
Our Values
We come from healthcare, robotics, and biomedical engineering. Sanitation is an underestimated determinant of health outcomes. Reducing disease through verifiable cleanliness is the problem we are here to solve.
Autonomous systems deployed into a workflow we already own
Hospital operators and investors

Reduce disease through
verifiable sanitation.

We're piloting with a select number of health systems, guided by a single north star: reducing disease through verified sanitation. If that resonates, let's talk.

Get in Touch

Named after 316 stainless steel, the alloy standard for surgical instruments. The same standard of material precision, applied to sanitation.