AI-Powered Resolution — CXSphere AI Ops
AI-Powered Resolution · Autonomous Ticket Handling

From request to resolution.
Fully autonomous.

CXSphere AI-Powered Resolution triages, routes, and resolves IT requests in seconds — with zero human intervention required for 85% of inbound volume.

Request-to-Resolution Flow

Five stages.
Zero human touch
required.

From the moment a request arrives to final resolution, CXSphere handles it all — analyzing, routing, executing, and closing tickets autonomously.

01 · Ingest
📨
Request Capture

Tickets arrive via email, portal, Slack, Teams, or API. AI parses natural language into structured data.

02 · Classify
🧠
Intent Classification

ML models classify intent, urgency, and category. Contextual signals from user history enrich the ticket.

03 · Analyze
🎯
Intelligent RCA

AI analyzes root cause by referencing knowledgebase and deduplicates tickets based on ticket history and system topology.

04 · Resolve
Auto-Execute

For routine requests, AI executes approved runbooks automatically — password resets, access grants, software installs.

05 · Close
Verify & Close

Post-resolution verification confirms success. Ticket closed automatically with full audit trail and stakeholder communication .

Intelligent Triage

AI that knows
what matters
most.

Every ticket is analyzed for urgency, impact, and complexity. AI assigns priority, predicts SLA risk, and routes to the right resolver in milliseconds.

🔬
Contextual Enrichment

AI pulls user context — recent tickets, device info, app logs — to understand the full picture before routing.

⚖️
Dynamic Priority Scoring

Tickets scored on urgency, business impact, and SLA risk. VIP users, production systems, and P1 incidents jump the queue.

🎯
Auto-Categorization

ML categorizes tickets across 200+ classes with 96% accuracy. No manual tagging required.

LIVE TRIAGE QUEUE
PROCESSING
P1
Production DB connection timeout · user_id: 4821
Auto-escalate · Predicted impact: 2,400 users
Route → SRE
P2
VPN access request · new employee onboarding
Auto-provision detected · SLA: 4h remaining
Auto-Resolve
P3
Password reset · email delivery failed
Standard workflow · ETA: 2m
Auto-Resolve
P3
Software install request · Adobe Creative Cloud
Approval required · Manager: J. Smith
Route → IT Admin
P4
Keyboard not working · Slack → IT channel
KB article matched: KB-1042
Send KB
148
Auto-Resolved
28s
Avg Triage Time
96%
Accuracy
Smart Routing Engine

The right resolver.
Every time.

AI routing ensures tickets land with the best resolver — automation engine, specialist team, or self-service knowledge — based on complexity, context, and capacity.

🤖
Automation-First Routing

85% of requests route to automation runbooks before humans see them. Password resets, access grants, app installs — resolved in seconds.

  • Pre-approved runbook library
  • Zero-touch execution
  • Full audit trail logging
  • Rollback on failure
👥
Skill-Based Assignment

Complex tickets route to specialists based on expertise, availability, and current workload. AI learns from resolution patterns to improve routing over time.

  • Dynamic skill matching
  • Workload balancing
  • Time-zone aware routing
  • Historical performance weighting
📚
Knowledge Base Deflection

AI matches tickets to knowledge articles and sends self-service links before creating tickets. 40% of requests deflected to KB articles.

  • Semantic article matching
  • Auto-suggest in portal
  • User feedback loop
  • KB quality scoring
Performance Metrics

Built for speed.
Proven at scale.

Enterprise teams using CXSphere AI Resolution see dramatic improvements in resolution speed, ticket deflection, and user satisfaction.

75%
Tickets auto-resolved
28s
Avg. triage time
96%
Routing accuracy
40%
KB deflection rate

See AI Resolution in action.

Watch CXSphere triage, route, and resolve live tickets in our interactive demo environment.