SaaS & IT

IT support that
resolves,
not just responds

AI agents that actually fix issues—password resets, access requests, troubleshooting—with proper guardrails and audit trails.

35% Target ticket deflection
90% Target L1 auto-handled
4-6 wks Target to production
Book Discovery Call See Use Cases
it_support_agent.py
$ support_agent.handle --ticket TKT-8847
# Analyzing ticket: "Can't access Salesforce"
✓ User identified: j.smith@company.com
# Checking SSO status...
! SSO token expired 2 hours ago
# Initiating token refresh...
✓ SSO token refreshed successfully
→ Issue resolved: SSO re-authenticated
→ Resolution time: 47 seconds
🔧 Auto-resolve
🔐 Secure Actions
Related Resources

Resources for IT helpdesk and support automation

Support workflows need strong release discipline because tool permissions, rollback behavior, and route quality change quickly as environments evolve.

Evaluation Harness Guide

Use this to test ticket routing, response quality, escalation accuracy, and post-change regressions.

Production Guide

Use the workflow-first operating model when turning IT automation from demo into production service.

Why Pilots Stall

See the operational mistakes that keep internal AI support projects from shipping past the pilot phase.
The Challenge

IT teams drowning in repetitive tickets

Password resets, access requests, "how do I" questions—60% of tickets are routine but still require human intervention.

Ticket Overload

Help desk agents spend 70% of time on L1 tickets. Complex issues wait while simple requests queue up.

After-Hours Gaps

Users can't get help outside business hours. Password resets wait until morning. Productivity lost.

Knowledge Silos

Tribal knowledge locked in senior engineers' heads. Onboarding takes months. Same questions answered repeatedly.

Security Concerns

Previous chatbots couldn't take action—no password resets, no access grants. AI that just answers questions isn't enough.

Use Cases

AI agents that actually take action

From ticket resolution to developer productivity.

🔑 Password Reset
👤 Access Grant
🔧 Troubleshoot
📋 Create Ticket
Most Requested

IT Helpdesk Automation

AI agent that resolves tickets—not just responds. Resets passwords, grants access, runs diagnostics, with proper approval workflows and audit trails.

  • 35% target ticket deflection
  • 90% target of L1 tickets auto-handled
  • 24/7 target availability
View workflow blueprint →

Intelligent Ticket Triage

Classifies tickets by type, urgency, and complexity. Routes to the right team. Flags duplicates and related issues.

  • 80% target routing accuracy
  • 50% target faster escalation

Internal Knowledge Copilot

Answers questions using internal docs, runbooks, and historical tickets. Cites sources. Learns from expert responses.

  • 70% target self-service resolution
  • 3x target faster onboarding

SDLC Automation

PR reviews, deployment approvals, incident triage. Integrates with GitHub, Jira, PagerDuty to automate developer workflows.

  • 40% target faster code review
  • Compliance-ready checks
Integrations

Connects to your stack

ITSM

Identity

DevOps

Communication

Proof

Target outcomes (scoped PoV)

Workflow blueprint: IT ticket workflow with approval gates, audit logging, and rollback-ready actions.

Target outcome (PoV)

Measured on a reproducible test set; results vary by tooling and approval policy.

Ticket deflection estimated during PoV
Team member Team member Team member

Ready to scope a proof of value?

Book a discovery call to map one support workflow, define one KPI, and outline the controls required for production.

Book a Discovery Call View Workflow Library

Free 30-minute consultation. No commitment required.