Reliability Studio / Access

Start with one decision that matters.

Reliability Studio is working directly with robotics teams whose systems pass simulation and now face expensive customer deployments. Individual researchers retain a separate, scientifically rigorous path into the tooling.

NO GENERIC TEAM SUBSCRIPTION / DESIGN PARTNER ENGAGEMENTS ARE SCOPED AND PRICED AFTER FIT REVIEW

01Design Partner02Individual Researcher

Access paths

Commercial deployment or independent research.

Evidence remains complete in both paths. Commercial work is organized around deployment risk, not seats. Research access is organized around a concrete scientific question.

Design Partner

A paid Deployment Readiness Audit for one system and one upcoming deployment decision.

One working robot or autonomous system
One consequential deployment decision
Audit of existing simulation, test, replay, and field evidence
Agent-assisted challenge and perturbation plan
Human-approved validation campaign
Deployment-readiness report and cost-exposure record
Regression handoff for supported, reproducible failures

Request a deployment audit

Individual Researcher

SDK first

Start locally at no cost. Apply when the work needs a hosted, time-bound Studio evidence workflow.

Published iso-obs SDK and CLI
Local, versioned evidence artifacts
Public-dataset and bring-your-own-data workflows
Explicit scope, limitations, provenance, and abstention
Application-based, time-bound Studio access
Bring-your-own compute or bounded funded capacity

Explore researcher access

Design Partner engagement

A bounded evidence program—not open-ended consulting.

Deployment Readiness Audit stages
Stage	What Reliability Studio does	Decision output
Evidence intake	Connects simulation, test, replay, and available field evidence.	Declared scope and provenance
Readiness audit	Finds unsupported assumptions, leakage, and missing conditions.	Ready, conditional, blocked, or abstain
Challenge plan	Prioritizes the next tests by deployment relevance and information value.	Human-approved test plan
Evidence closeout	Preserves results and promotes only supported failures.	Readiness report and regression handoff

Clear boundaries

What the agent does—and what remains human judgment.

Does Reliability Studio replace a reliability engineer?

It automates evidence intake, audit, test prioritization, orchestration, and reporting so a lean team can operate a disciplined reliability workflow. Engineers still approve scope, assumptions, expensive runs, ambiguous failures, and deployment.

Does a blocked deployment mean the robot will fail?

No. A blocked result means the available evidence does not support the proposed decision. Reliability Studio does not turn missing evidence into a predicted failure.

How do you calculate savings?

Before a decision, Studio reports customer-entered deployment spend at risk. It reports verified avoided cost only after the team documents what changed and which expenditure was avoided.

Is a design partnership free?

The default engagement is paid and scoped after a fit review. Exceptional research collaborations may use a different exchange when they contribute unique evidence and publishable results.