The Execution Stack for the Autonomous Lab.
TARE is the definitive LabOS bridging AI reasoning with physical hardware. Secure, orchestrate, and verify your cyber-physical workflows with a cryptographically verified safety layer.
Architected for zero-trust environments. We enforce strict cryptographic isolation between reasoning engines and physical hardware, bringing uncompromising execution controls to automated spaces.
TARE-OS // CYBER-PHYSICAL SAFETY LENS
Instant AI & Hardware Risk Assessment
Analyze experimental requests, hardware telemetry, and hazard policies to cryptographically gate physical execution pathways.
TARE-OS // Execution Policy Analysis
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Hardware Telemetry Context
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Risk Score
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Compliance Violations
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Unblur the complete risk matrix and remediation plan.
Accelerating development of our cryptographic safety layer for AI-to-physical lab execution.
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NVIDIA Inception Program Member
TKO Research is a member of the NVIDIA Inception program.
NVIDIA Inception supports startups accelerating innovation in AI, data science, and high-performance computing. Through the program, TARE gains access to technical resources, GPU infrastructure guidance, and go-to-market support to build advanced AI-powered research infrastructure.
Learn more about NVIDIA Inception →The Problem
AI reasoning without physical guardrails is a liability.
Hardware actuation, inventory, and environmental telemetry must be tightly restricted to prevent autonomous execution pathways from causing physical harm.
The TARE cyber-physical architecture implements strict operational boundaries. Actuation and telemetry functions remain forcefully isolated from higher-level orchestration layers until cryptographically verified.
Operational Consequence
Autonomous routines executing without hardware telemetry create blind spots.
Agentic intent without verified execution protocols risks physical incidents.
Decoupled logging increases the cost of auditing, response, and forensics.
Fragmented audit trails compromise compliance metrics.
Choose Your Path
Start where your team gets value fastest.
Product Trial
Create a workspace and run core workflows with your own team and data model.
Partner LoginGuided Demo
Walk through your target workflows and deployment constraints with our team.
Book DemoSystem Architecture
Three Pillars
TARE is built for continuous execution, enforcing strict security boundaries between what an AI decides and what physical hardware actually does.
AI Orchestration (The Brain)
Coordinate models, agents, and data pipelines into unified executable protocols. Move from static SOPs to dynamic, machine-actionable runbooks.
Cryptographically Verified Safety (The Shield)
Zero-trust policy enforcement at the edge. Every command, sensor reading, and user action is cryptographically signed and independently verifiable.
VECTOR Telemetry (The Nervous System)
Hardware-tethered reality checks. Directly integrate with physical lab equipment to validate AI hypotheses and ensure operational containment.
Product Proof
Real surfaces from an authenticated environment.
Zero-Trust Actuation Guards
Hardware-Tethered Telemetry
AgentKillChain Metrics
Enterprise Proof Pack
Due diligence artifacts, available before procurement calls.
For security, IT, and compliance stakeholders evaluating TARE as a system of record.
Audience Fit
Built for teams accountable for technical reality.
SMB Research & Autonomous Labs
Private Equity & Acquisitions
Safety & Compliance Officers
Architectural Pedigree
Engineered for zero-trust environments, not experimental sandboxes.
As a former NSA TAO Tech Director and intelligence-grade cyber architect, the platform is designed with the explicit understanding that AI execution at scale without physical safety guardrails is a liability. TARE enforces a hardware-tethered root of trust.
Built by TKOResearch LLC, TARE is the definitive LabOS. We bridge the gap between digital reasoning and cyber-physical reality for uncompromising, security-first operational environments.
Compliance Assessment
Free Lab Safety & Compliance Audit
Submit your lab profile for a structured review of SDS workflow integrity, GHS labeling posture, sensor-response coverage, and compliance risk concentration.
You Receive
- Silo-risk score across SDS, inventory, and telemetry workflows
- GHS labeling and SDS linkage gap analysis
- Sensor alerting and response path coverage review
- Prioritized remediation plan (quick wins + strategic controls)
Cyber-Physical Risk cannot be managed by software alone.
Deploy our LabOS to cryptographically verify hardware execution today, or run the audit baseline to prioritize rollout.