Vivantio AI Enrich

The complex work your best people handle, done faster.

Many service requests need skilled investigation, proprietary knowledge, and coordination across teams — not a bot. AI Enrich reduces the friction that slows your experts down: incomplete context, repeated questions, misrouting, and poor visibility at handoffs.

Built for the work that needs expertise — not just the work that can be deflected.

Vivantio AI Enrich — AI-powered agent workspace

Service teams at leading organisations trust Vivantio

The problem it solves

The drag on your best agents isn't the work — it's the friction.

Most time lost in complex service work is not effort — it's friction. Tickets arrive missing context, so agents spend their first exchange gathering what should have been captured at intake. Requests sit in the wrong queue. Handoffs lack summaries, so the next person starts over. Risk signals appear in the notes but no one surfaces them until an SLA breach is imminent. Skilled people spend time on coordination rather than resolution. AI Enrich targets exactly this.

What AI Enrich does

Less friction. Faster resolution. Better use of skilled people.

AI Enrich operates inside Vivantio's workflow and lifecycle engine — the area where Vivantio already has depth, AI-amplified.

Summarisation & draft responses

Agents start from understanding — not from scratch

AI Enrich reads the ticket history and surfaces what matters: a concise summary of the issue, what's been tried, and what context the agent needs to act. Where a resolution is clear, it can draft a response. At handoff, it generates a structured summary so the next team picks up in the same position. No re-reading. No re-asking.

  • AI-generated ticket summary at the point of assignment
  • Draft response suggestions for well-understood resolutions
  • Structured handoff summaries at every transfer point
See how the agent workspace works
AI Enrich — ticket summary and draft response in the agent workspace
Smart routing, classification & prioritisation

The right person. The right priority. The first time.

AI Enrich reads impact and risk cues — urgency language, affected services, account history, volume of similar concurrent tickets — and recommends routing and prioritisation. Teams spend less time on triage and less time correcting misrouted work. The right person gets the ticket before the situation escalates.

  • Impact and risk cues inform routing recommendations
  • Recommended assignment based on skill, workload and priority
  • Fewer misroutes and unnecessary reassignments
See how ITSM workflows work
AI Enrich — smart routing and priority recommendation
Next-best-action & escalation risk signals

Surface what matters — before it becomes a problem

AI Enrich surfaces knowledge recommendations contextually — the right article, the right resolution path, the right specialist — at the moment an agent needs it. Simultaneously, it monitors for escalation risk: sentiment shifts, SLA proximity, increasing reassignments. Supervisors see early warnings. Teams can act before a breach becomes a complaint.

  • Contextual knowledge and next-action recommendations
  • Sentiment and risk signals visible to supervisors
  • Early escalation alerts before SLA impact is inevitable
See how automation works alongside AI
AI Enrich — next-best-action guidance and escalation risk signals
What's coming

Progressively more capable agentic support

The current capabilities are the foundation. As confidence in AI outputs grows within your environment, AI Enrich will expand into recommending workflow paths and automating tightly-defined, high-confidence tasks — always within the boundaries and controls you set.

Works alongside

Where AI Enrich fits in your platform

AI Enrich amplifies the workflow and lifecycle depth already in Vivantio.

Recognised by the teams who use us every day
Common questions

AI Enrich: what teams ask us

What makes AI Enrich different from basic ticket classification?

Basic classification assigns a category and a queue. Vivantio AI Enrich goes further: it surfaces impact and risk cues, recommends assignment based on skill and workload, generates handoff summaries, surfaces relevant knowledge at the moment an agent needs it, and flags escalation risk before an SLA is breached. It is designed to reduce the friction that slows expert work — not just move tickets between queues.

How does AI Enrich help with complex multi-team requests?

Complex requests often stall at handoff points — the next team lacks context and has to re-gather information. AI Enrich addresses this with structured handoff summaries, cross-team visibility into risk signals, and recommended next actions based on similar past work. Each team picks up with what they need to move forward immediately.

Is AI Enrich suitable for ITIL-aligned service teams?

Yes. AI Enrich is designed to complement structured ITIL workflows — incident management, request fulfilment, and change processes — by reducing the friction inside them. Smart routing respects defined assignment groups; knowledge recommendations surface your own documented processes and resolutions; escalation signals integrate with SLA management.

Does AI Enrich work with existing automation in Vivantio?

Yes. AI Enrich sits alongside Vivantio's existing automation engine — it doesn't replace it. AI surfaces recommendations and signals; automation handles execution. As confidence in AI outputs grows, progressively more workflow execution can be handed to automation — within the boundaries and controls you define.

See it in action

Faster resolutions. Better use of your best people.

We'll show you how AI Enrich fits into your existing service workflows — with a demo built around your team's complexity, not a simple use case.

~30-minute demo No commitment Built around your service complexity