No second console
Suggestions appear against the incident your agent already has open. No new tool, nothing to copy between systems, which is what decides adoption long before anyone compares model quality.
ServiceNow
AI Companion for ServiceNow
Your ITSM process is settled, and your agents are not going to leave the incident record to use a second tool. Ascendo works inside ServiceNow: the resolution worth trying, the incidents that resemble this one, and a drafted update, in the record the agent already has open.
- Assistance arrives in the incident, not in a second tab
- Grounded in your own incidents and documentation
- The agent edits and approves — nothing is sent for them
- No change to how incidents are managed or reported
The assistance is only useful where the work already is
Support organisations that have standardised on ServiceNow are rarely looking to replace it. The incident is the record of truth, reporting hangs off it, and the process took years to settle into something that works.
That is what usually kills an AI layer, and it has nothing to do with model quality: it arrives as a separate console, gets used while the pilot team is watching, and is quietly abandoned. The other half is grounding. A general assistant has never seen your install base, your fault codes or the incidents you closed last quarter.
What sits behind a suggestion
The value is not a model in a sidebar. It is that the suggestion is built out of your own resolved work.
- Step 1
Your incident history is indexed
Closed incidents, their resolution notes and the documentation they reference are read in, so the system knows how your team has actually solved things.
- Step 2
The open incident is matched
Ascendo reasons across that history and your documentation to find what genuinely resembles the incident: the same symptom on the same product.
- Step 3
A resolution and a draft come back
The agent gets the step worth trying and a drafted update, along with the incidents and documents it was drawn from.
- Step 4
The agent stays in control
Nothing reaches a customer without approval. What the agent accepts, edits or discards feeds the next suggestion.
What actually changes for a ServiceNow team
Three differences that decide whether an AI layer is still in use six months after the pilot.
Grounded in your resolutions
Suggestions are built from your closed incidents, your resolution notes and your own documentation, which is what makes them specific enough to act on.
The process does not change
Incidents are still created, assigned, escalated and reported exactly as they are today. Ascendo adds assistance inside that process rather than asking you to rebuild it.
Why the usual approaches fall short
The failure is almost never the model. It is where the model was put.
A standalone AI console next to ServiceNow
Agents leave the incident to use it and paste the result back. It survives the pilot, then stops being opened.
A general-purpose assistant with no access to your data
It has never seen your fault codes or the incidents you closed last quarter, so the answers are fluent and generic.
Keyword search over the knowledge base
Returns articles sharing vocabulary with the incident. Someone still has to work out which one applies.
Writing more knowledge articles
Worth doing, and it does not solve retrieval. The article that would have helped usually already exists.
What things are called
Where the ServiceNow vocabulary and the Ascendo vocabulary meet.
- Incident
- The ServiceNow record an agent works. Ascendo attaches to it rather than replacing it.
- Agent workspace
- The ServiceNow interface your support agents work in day to day.
- AI Resolve
- The Ascendo resolution surface that can be embedded into another application or portal.
- Grounding
- Restricting what the system can answer from to your own documentation and resolved incidents.
- Similar incidents
- Previously resolved records matched on symptom and product rather than on shared wording.
- Write-back
- Returning an Ascendo result into the ServiceNow record so the system of record stays complete.
Frequently Asked Questions
No, and that is the whole point of the companion pattern. Suggested resolutions, similar incidents and drafted updates appear against the incident the agent already has open, so there is no second console and nothing to copy between systems.
Where this fits
ServiceNow integration setup
The administrator’s view of the same deployment: what data moves between the two systems, and which way.
Using Ascendo in ServiceNow
The day-to-day version: what an agent does with a suggestion once it is in front of them.
Teradata case study
A published deployment of Ascendo alongside ServiceNow, and what changed in their support operation.
More ServiceNow tours
ServiceNow
See it against your own incidents
The quickest way to judge this is on incidents you have already closed, where you know the ending. Give us a representative sample and we will show you what Ascendo would have suggested.
Talk to us