Tier 2 AI ITSM Assistant

Let Risotto research, fix, and retire tier 2 tickets. Permanently.

Risotto AI investigates and proposes a solution to every escalated ticket. Agents approve the execution across connected tools and a Runbook is created for similar queries.

Trusted by teams that prioritize 
faster internal support.
50%
Average automation lift across the platform
20-60%
Typical auto-solve rates (with 50-70% for mature deployments)
3.8s
First response at tier 1, remaining 30-40% tickets handled at tier 2

Risotto does the digging. 
Your team okays the solution.

Research complex problems across logs and systems.

Save your best agents hours of investigation and analysis. The tier 2 assistant works with minimal setup, even if you haven’t configured any Runbooks.

Risotto reads and analyzes every tier 2 ticket to find root cause.
It digs through identity tool logs (like Okta), device/MDM data, HRIS context, past tickets, and your knowledge base.
Every escalation arrives with the requester's identity, device, and history already compiled
Handle long-running investigations in parallel.
Risotto proposes actions to resolve the ticket.
Close complex tickets with one approval. Keep humans in the loop.
The tier 2 assistant produces a step-by-step remediation plan for your agent, ready to approve, edit, or override.
Risotto’s runbooks can call any MCP server you connect (like data warehouses, observability tools).
Let Risotto handle the cross-system execution once you approve the workflow.
Create Runbooks to auto-resolve future queries.
Autosolve tier 2 tickets next time and shrink your escalation queue month over month.
After resolution, the tier 2 assistant proposes a new Runbook capturing the fix.
Query and edit your existing runbooks programmatically through MCP.
Stop building automations in a config UI, describe what you want in plain English.
Expand your automation coverage and make it more robust.
Mine past ticket history for automation opportunities.
Stop guessing what to automate and prioritize workflows based on trend analysis and targeted syslog data.
The tier 2 assistant analyzes your resolved-ticket history and surfaces patterns that help you increase your automation coverage.
Pull analytics, ticket history, and knowledge into your IDE or chat client for analysis.
Improve audit-readiness as more workflows are automated and recorded.
Solve more tier 2 issues through tier 1 triage support and boost your auto-solve rate.

Get a tier 2 queue that finally moves.

Resolution speed increases without adding headcount

The same team handles more volume. No burnout, just done-for-you triage and investigation. More tickets are closed with AI-recommended actions.

Diagnose complex problems faster

Risotto enables natural language-based automated workflows that help identify and investigate complex problems, and draw information from tools across your stack.

Resolution quality becomes consistent

Your best agents close complex tickets faster because they instantly know where to look and what has already been tried. We give every agent the same starting point.

Knowledge base gaps surface automatically

Risotto flags recurring issues that do not have documentation or a Runbook addressing it. Every escalation becomes an audit of what your KB is missing.

Audit trails are automatically maintained

Every suggested action, every agent decision, every modification is logged automatically inside your existing ticketing system.

What it sounds like when building a workflow takes a sentence, not a sprint.

Risotto's AI-powered support system had a massive impact straight out of the box and with very little setup. Employees now get fast, efficient answers with the same precision as one of our professionals.

Mike Smith

IT Operations Manager at Jobber

Read full case study

Risotto delivers everything an AI help desk should: visibility, easy iteration, and a top-tier end-user experience. The autosolve rate was high right out of the gate, and we only expect that number to keep climbing.

Daniel Furtado

Director of IT Operations and Services

Risotto intelligently understands the intent behind the request. It confirms existing permissions, coordinates necessary approvals proactively, and automatically provisions access upon approval.

Phillip Rickett

Head of IT, Fundrise

Read full case study

Before Risotto, we were struggling to keep up with the sheer volume of IT requests and our turnaround times were not where we wanted them to be.

Jason Huey

Senior IT Systems Administrator

Read full case study

Your engineering stack stays in place. Risotto connects everything.

Your support data already exists 
across systems. Risotto connects the dots.

Tech stacks are messy. Risotto ties them together.

Use native integrations across IT, HR, identity, and ticketing, and any tool that exposes an MCP server for everything else.

Plug into your stack on day 1. Start automating by day 2.

Stop context-switching. Start operating everything from within chat.

Everything you wanted to know about the tier 2 assistant before the demo.

Does the AI actually resolve tier 2 tickets or just make suggestions?

Both, with explicit human approval. Risotto produces a recommended resolution plan for every escalated ticket. Your agent can approve and let Risotto execute, edit individual steps, or take over and resolve manually. Nothing runs without sign-off.

How does it know what to suggest?

We draw from multiple sources, including: similar tickets that have been resolved before, your existing knowledge base and documentation, best practices and common issues related to the tools you use, and the full context of the current ticket and what was already tried.

Does it work for tickets that have never been seen before?

Yes, even for genuinely novel tickets, Risotto digs through your tool logs, chat history, and surfaces likely issues and solutions.

Can we control which ticket types it handles?

Yes, you define which categories, priority levels, and ticket types are in scope for AI assistance. Start with the ticket types that cost your team the most time, and expand over time.

What can Risotto take action on?

Risotto works anywhere you have an MCP server, with any tool that has an API, or a native Risotto integration. Today, that includes Okta, Jamf/Iru, Google Workspace, Slack, Jira, Freshservice, Workday, HiBob, and more.
Plus, any system you wire up through MCP. New tools become available without waiting on a Risotto integration roadmap.

What if the suggested action is wrong?

Your agent changes it.
The suggestion is a starting point, not a mandate. Agents can approve the full path, edit individual steps, or ignore the suggestion entirely and resolve the ticket their own way.

What does the agent's interface look like?

The case file, documentation, and suggested resolution are surfaced directly next to the ticket view. The goal is to simplify the workflows your agents already use.

Does this replace our tier 2 agents?

No, and it's not trying to. Tier 2 tickets exist because they require human judgment. We just make sure that judgment is applied to the decision, not wasted on the investigation.