Use case

A service desk where nothing ages in silence.

Internal requests - IT, facilities, ops - arrive everywhere and age quietly. The shared inbox has 40 unread; the urgent one is number 37. A generated service desk takes requests in one door, lets AI sort them by topic and urgency, routes to the right owner, and escalates anything that sits too long.

What your generated system includes

Data model

  • Tickets: requester, category, urgency, owner, status, thread
  • Categories with their owners and SLAs
  • Requesters - your whole team, included
  • Knowledge notes attached to recurring issues

The flow

  • Requests arrive by form or forwarded email
  • AI classifies topic and urgency - visible, correctable
  • Routes to the category owner's queue
  • Resolution logged; requester notified

Automations

  • Urgent classifications alert immediately on Slack
  • SLA timers per category with escalation on breach
  • Nudge on tickets aging without response
  • Weekly volume and response-time summary

AI, bounded

  • Triage suggests; routing rules decide
  • Low-confidence classifications go to a human sort queue
  • Optional AI-drafted responses, sent only on approval
  • Every AI action flagged in the audit log

Try this exact prompt

Paste into Chromoly

Build an internal service desk. Requests come in by form and forwarded email. AI classifies each by category (IT, facilities, ops) and urgency, then routes to the category owner. Urgent tickets alert on Slack immediately. SLAs: urgent 4 hours, normal 2 days - escalate to me on breach. Requesters get notified on updates and resolution. Send me a weekly summary of volumes and response times.

This is the same pattern as the AI inbox triage automation - here wrapped in a full ticketing system with queues, SLAs, and history.

Why not a help desk SaaS?

Help desk platforms price per agent and model external support - fine for a support team, heavy for internal ops. The generated version costs no seats, speaks your categories, and connects to the rest of your operation: a broken laptop ticket can reference the asset register, a facilities request can open a purchase order. One platform, dependency-mapped, instead of another subscription island.

Frequently asked questions

How does the AI triage handle mistakes?

Classifications are visible and correctable on every ticket, and low-confidence results route to a human sorting queue instead of guessing. Corrections are logged - and the categories and rules are yours to tune in plain language as patterns emerge.

Can it send AI-drafted replies?

Optionally, and always with approval: AI drafts a response from the ticket and your knowledge notes, a human reviews and sends. Automatic sending without review is deliberately not how it ships.

Who maintains the system after it's built?

Chromoly does - monitoring, security patches, AI model upgrades, and integration migrations are platform-owned for the lifetime of the account. Changes you request run through a dependency-aware preview showing the blast radius before anything ships.

Can I import my existing data?

Yes - export your current spreadsheet or tool to CSV and import with column mapping, or attach the spreadsheet to your prompt and Chromoly shapes the data model from it directly.

Give every request an owner and a clock

Describe your process in plain language. Preview the working system free - deploy when it's right.

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