Underwrite and advise on agents
across every industry.
Use the partner workspace for underwriting, readiness assessments, and advisory work — residential validation that sharpens how you price risk and counsel teams shipping agents. Scroll through the industries we cover.
Claims agents, independently verified
Claims copilots and underwriting agents validated from real policyholder homes — not the vendor's demo environment.
22M validations on 8,000+ agents from 70 countries.
A multi-tenant workspace with outside-in reliability evidence on every client AI deployment you touch — generated from real consumer devices on home ISPs, not a cloud region pretending to be a user.
Verdicts, regional coverage, conformance violations, audit-ready exports — every data point your clients see is traceable to a real consumer device on a home network.
Why partners come to us
Three problems every AI advisory practice runs into.
Your client deployed an AI agent. They want you to advise on it.
You can't see inside their stack and they won't grant access, so you're weeks into the engagement before you have any data to look at.
Your client has internal monitoring. They want third-party evidence.
Procurement and the CISO want independent verification, not self-reported metrics or screenshots from a harness you rebuilt from scratch.
You advise on dozens of client agents. They're scattered everywhere.
Every engagement is rebuilt from scratch with no shared view across the portfolio, so institutional memory dies between projects.
Their claims, independently verified.
One partner workspace across every client agent — live verdicts, regional coverage, and the evidence trail behind each score.
The three things your practice gets.
Scoped workspaces, third-party evidence, and exports that drop straight into the client deliverable.
A workspace per client
Each client gets a scoped workspace where your team sees all of yours and clients see only their own.
Evidence that holds up in front of CISO
Independent third-party data generated outside the client's perimeter, the kind of thing that survives procurement review.
Exports drop straight into the deliverable
Audit-ready bundles with JSON for the technical appendix, CSV for risk, and PDF for the executive summary, ready to drop into your next client report.
It's not a tool you sell to your clients.
It's the data layer underneath your engagement.
Three steps. No code on either side.
Onboard a client, run residential validations, deliver audit-ready evidence — without touching their stack.
Add a client to the partner workspace.
They give you their public agent endpoints, or you provision sandbox crews that mirror their production deployment. No SDK install on the client side. No infrastructure access required.
Under 5 minutes per client.
Tests from real residential devices in 70 countries.
Multi-turn conversations. Adversarial conformance. Voice or HTTP. Continuous, not point-in-time. We test at whatever cadence the engagement needs.
Findings start landing in 48 hours.
Live workspace, regional data, audit-ready exports.
The client gets evidence that wasn't generated by their own engineering team. You get a deliverable nobody else in the room can produce.
Drops straight into your next client report.
For practices that need independent evidence.
Five practice shapes get the most out of the program. If one of these is yours, we should talk.
Consultancies
Advising enterprise clients on AI deployment and operating-model change.
Outside-in evidence for every engagement, without waiting on stack access.
System integrators
Implementing agentic systems end-to-end for enterprise customers.
Prove the build works from the networks their users are actually on.
Platforms
AI-deploying customer base that needs an independent trust layer.
A multi-tenant workspace your customers can trust more than your own telemetry.
Insurance & audit firms
Building reliability and risk products grounded in agent behavior.
Third-party data that survives procurement and regulator review.
AI-readiness practices
Big 4, Big 3, and boutique strategy teams shipping readiness assessments.
A data layer underneath the assessment, not a slide with unverified claims.
Where the workspace pays off
Built for practices that need outside-in evidence to decide.
- Underwriting agent risk with data that isn't the client's own telemetry
- Advising teams shipping agents — with residential proof behind the recommendation
- Landing validation findings in a readiness assessment, audit pack, or client report
- Running one structured pilot against a live engagement, not a demo deck
Not a fit: white-label resale, affiliate deals, or co-branded pages without a real engagement.