Generic AI help desk tools (ServiceNow AI, Freshservice AI) work for common IT tickets. They struggle with your custom apps, your specific environments, your unique runbooks. Build custom AI help desk software on Clarista, trained on your actual ops history.
An IT help desk lives or dies on context. Off-the-shelf AI knows generic password resets. Your help desk handles 'why is the warehouse picking app slow only on Tuesday afternoons' — context generic AI doesn't have.
Custom AI trained on your ticket history, your runbooks, your past resolutions handles these specific cases. Auto-resolve rate typically goes from 15-25% (generic) to 40-60% (custom) within 6 months.
Resolves common tickets without human touch. Learns from your past resolutions.
Routes complex tickets to right team based on content + historical patterns.
Generates draft answers from your internal wiki, Slack history, past tickets.
Suggests next actions, drafts responses, surfaces similar past tickets to agents.
Native: ServiceNow, Jira Service Management, Freshservice, Zendesk.
Every AI action logged. SLA tracking by ticket type, automated escalation.
Auto-resolve password resets, VPN issues, software access. Route complex to specialists.
Benefits questions, policy lookups, status of HR cases. Privacy-aware.
Surfaces runbook for the alert, suggests likely root cause from past incidents.
Auto-handle common questions before agent involvement.
Versus traditional approaches — off-the-shelf SaaS, AI development agencies, and in-house builds.
| Factor | Off-the-shelf SaaS | Custom build (agency) | Clarista platform |
|---|---|---|---|
| Tuned to your environment | Generic baseline | Custom but $300K+ | Native |
| Auto-resolve rate after 6 mo | 15-25% | 30-50% if good build | 40-60% |
| Time to deploy | 2-4 weeks | 4-9 months | 2-4 weeks |
| Annual cost (mid-market) | $50K-$200K SaaS + addons | $300K-$700K build | $100K-$250K |
20-minute demo. Bring your top 10 most-repeated ticket types — we'll show how the platform learns to handle them.
Book a demo →Software that applies AI to help-desk workflows: automatic resolution of common tickets, intelligent routing, agent assist, knowledge-base generation, SLA management. Mature versions handle 40-60% of tickets without human touch.
Not necessarily. Most teams keep their ITSM (ServiceNow, Jira SM, Freshservice) as system-of-record and add Clarista as the AI layer on top. Replacement makes sense only at certain scale and complexity points.
Every closed ticket adds to the training data. Resolutions humans approve become templates. After 3-6 months, the AI usually handles the 40-60% of routine tickets with high accuracy. Long tail stays with humans.
Yes — ServiceNow, Jira Service Management, Freshservice, Zendesk, BMC Helix have native connectors. Other ITSMs supported via API.
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