# AI-Native ITSM

IT service management built AI-first - one platform to resolve employee requests autonomously, manage assets, applications, knowledge, and people from a single source of truth, and build your own agents for any process.

## AI-native IT service management (ITSM)

IT service management, built AI-first. One platform to **resolve** employee requests autonomously, **manage** your assets, applications, knowledge, and people from a single source of truth, and **build** your own agents for any process, alongside with Harmony built-in agents, all running on one shared understanding of your organization.

## What is AI-native ITSM?

AI-native ITSM means the AI is the service desk, not a feature bolted onto one. In a traditional platform a request becomes a ticket the moment it arrives and a person moves it through a workflow, with AI added later to suggest an article or summarize a thread. In an AI-native platform an agent takes the request first - understanding it, gathering context, resolving it - and a ticket exists only when a human genuinely needs to be involved.

Harmony is built that way. One platform resolves employee requests across IT, HR, finance, procurement and legal, and manages the assets, applications, employees, knowledge and policies those requests depend on. Because resolution and management share one understanding of your organization, the agent answering “can I get Figma?” already knows the requester’s role, the seats you own, the renewal date and the policy that governs the decision.

The platform has two halves. **Resolve**: the [AI Service Desk Agent](/platform/ai-service-desk-agent), [pre-built AI agents](/ai-agents), the [AI Agent Builder](/platform/ai-agent-builder) and [knowledge base generation](/platform/knowledge-base-generation). **Manage**: [assets](/platform/asset-management), [applications](/platform/application-management), [employees](/platform/employee-management), [compliance and policies](/platform/compliance-and-policies) and [integrations](/integrations).

## How AI-native ITSM works

**Trigger:** A request arrives in Slack, Teams, email, the portal or a call center - or an agent detects a problem before anyone reports it.

1. **Unified intake** - Every channel lands in one queue. Email is auto-threaded, the portal is white-labeled, and tickets can be imported from a connected ITSM with AI pre-classification, so nothing depends on the employee finding the right form.

2. **AI classification** - Each request is typed - incident, request, task, change or question - assigned to the right desk, given a suggested priority, matched to its reporter and tagged for search. Classification re-runs whenever the ticket is updated, so triage stays accurate as the story changes.

3. **Autonomous resolution** - The AI Service Desk Agent searches every connected knowledge source, applies the policy that governs the request, and calls the agent that can complete it: access grants, password and MFA resets, group membership, device actions.

4. **Approvals where policy requires them** - Structured approval chains run in the flow - require all approvers, require any one, or escalate when the first does not respond - with role-based approvers, reminders, timeouts and an audit trail of every decision.

5. **Human handoff and sync** - Whatever needs a person reaches a clean, context-rich agent view, and syncs bi-directionally with Jira, Monday and Asana so downstream teams work in their own tools without duplicate data entry.

**Outcome:** One queue, one source of truth for people, assets and applications, and a team that spends its day on the requests that need judgment.

## 97% of Exodigo’s tickets close within SLA, across 4,900+ tickets

Exodigo runs close to 500 employees, including field crews, on six desks in Harmony - from IT and Systems to R&D and Automations - with a 13-person IT team. One in three employee conversations is resolved with no ticket opened at all, and 5,500 Jira Service Management tickets were migrated before a one-day cutover.

> Harmony came to us just in time. It sees what the technicians actually wrote and learns from it for the next tickets, so every ticket we close makes the next one faster.
>
> - Oren Ben Ibghei, Head of IT, Exodigo

## AI-native ITSM vs. traditional ITSM

The difference is not how much AI is in the product. It is where the AI sits in the path a request takes.

|  | Traditional ITSM | Harmony AI-native ITSM |
| --- | --- | --- |
| Starting point | Every request becomes a ticket, then a workflow moves it along | An agent resolves the request; a ticket exists when a person is needed |
| Where AI sits | A bolt-on: article suggestions, summaries, macros | The default path: classification, context, resolution and action |
| Employee entry point | A portal and a catalog people have to learn | Slack, Teams, email, call center or portal, in plain language |
| Context | A CMDB kept current by hand and reconciled quarterly | Assets, applications, employees and policy in the same platform, synced continuously |
| Automation | Scripts and point automations maintained outside the platform | Pre-built and self-built agents that inherit your approvals and audit trail |
| Time to value | Months of implementation before the first ticket | Days to weeks: Cyera replaced Jira in two days, n8n rolled out company-wide in nine weeks |

## Pre-built agents that do the work behind the tickets:

- [Account Lockouts & MFA Reset](/agents/account-lockouts-mfa)

- [Password Reset Request](/agents/password-reset-request)

- [Application Access Request](/agents/application-access-request)

- [Employee Onboarding](/agents/new-hire-onboarding)

- [Employee Offboarding](/agents/employee-offboarding)

- [Knowledge Base Auto-Generation](/agents/knowledge-base-auto-generation)

## One platform on top of the stack you already run

- [Slack](/integrations/slack)

- [Microsoft Teams](/integrations/microsoft-teams)

- [Okta](/integrations/okta)

- [Microsoft Entra ID](/integrations/microsoft-entra-id)

- [Google Workspace](/integrations/google-workspace)

- [Jira Service Management](/integrations/jira-service-management)

- [ServiceNow](/integrations/servicenow)

- [Freshservice](/integrations/freshservice)

## FAQ

### What is Harmony's AI-native ITSM?

Harmony is an AI-native platform that resolves employee service requests across IT, HR, finance, procurement, and legal - built AI-first, not a traditional ticketing system with AI bolted on.

Every ticket is automatically classified, routed, enriched, and resolved or escalated by AI before a human ever touches it, while agents work in a clean, context-rich interface.

### How does Harmony classify and route tickets automatically?

Harmony's AI classifies every incoming ticket by type (Incident, Request, Task, Change, or Question), assigns it to the correct desk, suggests a priority, identifies the reporter, and auto-tags it for search. Classification reruns automatically whenever the ticket is updated.

### What channels can employees use to submit tickets in Harmony?

Harmony unifies ticket intake from communication tools (Slack, Microsoft Teams), call centers (Zoom), email with auto-threading, a white-labeled self-service portal, the agent UI, and automatic ITSM import from Freshservice with AI pre-classification - all routed into a single queue.

### Does Harmony integrate with existing ITSM solutions like ServiceNow, Freshservice, and Jira Service Management?

Yes. Harmony offers flexible deployment options to fit your IT transformation journey.

**AI Layer:** Deploy Harmony on top of your existing ITSM platform to instantly enhance the employee experience with conversational, AI-driven service intake and autonomous request resolution without replacing your current system.

**Complete AI-Native ITSM:** Replace your legacy ITSM with Harmony’s end-to-end platform, managing tickets, knowledge, assets, applications, workflows, service catalogs, policies, and more from a single, AI-native solution.

### Does Harmony ITSM integrate with project management tools?

Yes. Harmony integrates with leading project management platforms such as Jira, Monday.com, and Asana through bi-directional synchronization. Tickets, tasks, and related objects sync automatically between systems to keep IT, Engineering, Security, and other business teams aligned.

Whether your workflow requires IT to triage and escalate requests through Harmony, or employees to collaborate directly with downstream teams, everyone stays in sync without manual handoffs or duplicate work.

### How does Harmony handle approval workflows?

Harmony's ITSM supports structured approval chains with configurable strategies (require all, require any one, or escalate if the first approver doesn't respond), role-based approvers, configurable reminders and timeouts, and a full audit trail of every approval decision.

### What are the main benefits of Harmony's AI-native ITSM?

Harmony's AI-native ITSM cuts the manual work of triage by classifying, routing, and tagging every ticket automatically, and keeps triage accurate by re-running classification whenever a ticket is updated. Structured approval chains with reminders and escalation reduce bottlenecks, and outbound sync to existing and legacy ITSM solutions means IT keeps a single source of truth without duplicate data entry.

### How long does an AI-native ITSM rollout take?

Harmony connects to the systems you already run rather than requiring you to replace them first, so time to value is measured in days and weeks rather than quarters.

n8n went from tenant creation to a company-wide rollout in nine weeks with a one-person IT team. Cyera fully replaced Jira in two days. Kith connected Google Workspace, Slack, MDM, Apple Business Manager and Freshservice in 25 minutes, and Exodigo migrated 5,500 Jira Service Management tickets before a single-day cutover.