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Resolve · Verify · Close

AI Autonomous Remediation Agent

The model defines a resolution plan, verification steps and closure notes for each ticket type. In the launch, Claudia runs the fix only after your technician approves it.

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Illustrative resolution stage from the operating model, not a recorded execution.

Claudia is invite-only for a limited supervised launch. Starting with Autotask + Datto RMM and ConnectWise PSA + ConnectWise Automate.

Claudia’s AI agents resolve tickets end to end: they ask the right questions, get your technician’s approval, fix the problem, document it and close the ticket. Each pilot's capabilities and endpoint scope are agreed with your team.

Stage 4 of the 5 service-desk stages · The problem

The answer is usually somewhere in your last five years of tickets or your IT Glue. Finding it costs more than writing it again from scratch, so nobody looks — and the write-up never happens.

The model's responsibilities

The Resolution role in the model

These capabilities describe the broader operating model. In the limited launch, Claudia resolves the agreed ticket types end to end, with your technician's approval.

01

The resolution plan, step by step

Uses the model-defined checklist and its verification steps as a reference. For a launch workflow, your team reviews the script and permitted endpoint scope, then checks the actual RMM result.

02

Grounded in your own history

Reasons from your closed tickets, your knowledge base and the model's resolution steps, so the first suggestion comes from work your desk has already done.

03

Closure documentation, written from the work done

Validates first-contact resolution and writes the client-facing closure notes — documentation as an output of the fix, not a separate job someone forgets.

What it writes back

Closure documentation, from the work done

An illustrative model output: closure notes and a template-shaped write-up from the ticket, technician's note and asset record. This screen is not a recorded execution or evidence of a completed fix.

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The guide · 10 pages · PDF

Graduated autonomy: the MSP owner's guide to L0 to L4

How a desk raises an agent from advisory to supervised on evidence, and never past a human by default.

Discuss a supervised workflow for your desk

Claudia is invite-only for a limited supervised launch. Invited MSPs receive a 30-day free trial in an agreed test or pilot environment — no card, and no onboarding fee. Scope is confirmed before access.