Topic
AI
Our articles on AI. Practical pieces on AI in the IT service desk, ticket automation, and integrations.
Email to ticket automation: cleaning up the inbox
Email to ticket automation filters noise, dedupes threads, and classifies free text into a routed ticket, asking one clarifying question when needed.
Read more →Problem management with AI: find root causes across tickets
Problem management automation with AI clusters recurring incidents, traces the shared root cause, and attaches the known error fix automatically.
Read more →Ticket deflection rate: what it is and how to raise it honestly
Ticket deflection rate measures issues resolved before they consume agent time. Learn how to measure it honestly and raise it without frustrating users.
Read more →The service desk in summer: thin staffing, full inbox
Service desk summer staffing drops while ticket volume stays flat. See how AI agents act as a capacity buffer and why summer suits a shadow-mode pilot.
Read more →Understand, simplify, automate: automating a service desk without automating the chaos
Most automation fails because you automate complexity instead of removing it. The five steps we follow: understand, simplify, automate, make room, improve.
Read more →Improving end-user experience with AI-powered IT support
End users want fast IT support, not ticket queues. Learn how AI delivers instant acknowledgment, faster resolution, consistent quality, and 24/7 availability.
Read more →IT asset management meets AI | smarter tracking, fewer tickets
AI automates asset-related IT tickets by checking CMDB data, warranty status, and lifecycle policies. Fewer manual steps, faster hardware and software requests.
Read more →AI in your service desk | security and compliance guide
Address security and compliance concerns when adopting AI for IT support. Covers GDPR, PII masking, BYOK, audit trails, and multi-tenant data isolation.
Read more →Build vs buy | AI for your service desk
Should you build your own AI solution for IT support or buy a ready-made platform? Compare cost, time, and capability for the build vs buy decision.
Read more →Why your self-service portal fails (and how AI fixes it)
Most self-service portals have under 30% adoption. Learn how AI transforms your portal from a frustrating search engine into a conversational resolution tool.
Read more →How AI uses your CMDB to resolve tickets faster
Your CMDB holds valuable context about users, assets, and services. Learn how AI enriches tickets with CMDB data to speed up classification and resolution.
Read more →IT knowledge management | how AI builds your knowledge base while you work
Nobody has time to write knowledge articles. Learn how AI extracts solutions from resolved tickets and builds your knowledge base automatically over time.
Read more →Stop solving the same ticket twice | automate recurring issues
40-60% of service desk tickets are recurring issues. Learn how AI captures solutions and automates them so your team never solves the same problem twice.
Read more →AI in change management | risk assessment and smarter approvals
AI analyzes historical change data to predict risk, auto-approve standard changes, and flag high-risk changes for review. Reduce CAB bottlenecks safely.
Read more →AI-powered incident management | classify, resolve, learn
AI enhances every phase of incident management: detection, classification, investigation, resolution, and learning. A practical guide for ITSM teams.
Read more →How AI fits into ITIL service management
AI enhances ITIL processes like incident, problem, knowledge, and change management. Learn how AI makes your ITIL framework work better, not differently.
Read more →AI agent vs chatbot for your service desk: what is the real difference?
AI agents and chatbots work fundamentally differently on service desks. Comparison table, use cases, and how to choose the right tool for IT support.
Read more →TOPdesk and AI: how to connect AI agents to your ITSM platform
Practical guide to connecting AI agents to TOPdesk. API setup, event triggers, knowledge base sync, shadow-mode rollout, and common pitfalls to avoid.
Read more →How AI transforms your service desk | from tickets to resolution in seconds
Learn how AI agents automate IT service desk tasks like ticket classification, knowledge management, and triage. Start in 15 minutes with ITSM Autopilot.
Read more →How to improve First Call Resolution with AI on your service desk
Boost your First Call Resolution rate by 15-25 percentage points using AI-powered knowledge suggestions. Practical tips for service desk managers.
Read more →How AI protects sensitive data in service desk tickets | PII masking explained
Automatic PII detection and masking in service desk tickets protects personal data and ensures GDPR compliance. Learn how it works in practice.
Read more →How to calculate the ROI of AI on your service desk
A practical ROI calculation framework for AI automation on your service desk. Cost per ticket, time savings, FTE impact, and a worked example.
Read more →5 service desk KPIs that improve immediately with AI automation
From resolution time to cost per ticket: five measurable KPIs that improve when you deploy AI on your service desk. With benchmarks and targets.
Read more →How to reduce service desk workload with AI automation
40-60% of service desk tickets are repetitive. Learn how AI automation reduces workload, prevents burnout, and lets your team focus on complex problems.
Read more →Why AI prioritizes service desk tickets better than humans
AI ticket prioritization is consistent, bias-free, and available 24/7. Learn why AI triage is more reliable than manual prioritization for your service desk.
Read more →TOPdesk or Freshservice: does your ITSM platform matter for AI automation?
Both TOPdesk and Freshservice work seamlessly with AI automation. Your ITSM platform is the container; knowledge and ticket data determine AI success.
Read more →What is shadow mode? Let AI observe your service desk without risk
Shadow mode lets AI analyze service desk tickets without taking action. Learn what it is, how it works, and why it is the safest way to start with AI.
Read more →AI strategy for IT managers: how to start small and prove value fast
Build an AI strategy for your service desk without the big bang. Start with shadow mode in 15 minutes, prove value with data, then scale gradually.
Read more →How AI builds your IT knowledge base automatically | the KEDB flywheel
The KEDB flywheel turns every resolved ticket into reusable knowledge. Learn how AI automatically builds and improves your IT knowledge base.
Read more →How to automate ticket triage: from rule-based to AI-driven classification
Move from manual or rule-based ticket triage to AI-driven classification. Step-by-step plan, data requirements, measurement plan, and real benchmarks.
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