A next step beats more information
A junior agent with a hard fault does not need more to read. The useful output is the single next thing to check, which is the form knowledge takes in an experienced head.
Resolution Agent
A junior agent, unfamiliar problem
Follow a newer agent taking a problem they have never seen from first contact through to a closed ticket. Ascendo suggests the next diagnostic step, pulls the matching history from similar cases, and keeps them moving — instead of the escalation that would otherwise happen in the first four minutes.
- The next diagnostic step, not a wall of articles
- Matching history from cases already resolved
- Fewer escalations leaving Tier 1
- Ramp measured in weeks rather than quarters
The escalation happens before the diagnosis starts
A new agent facing an unfamiliar fault has two options and both are bad. Guess, and risk making it worse in front of a customer. Or escalate, which is safe, slow, and consumes a senior engineer for something they will close in four minutes.
Most escalate, and they are right to. That is how the majority of Tier 1 volume ends up on the desk of the five people who can least afford it — and training does not close the gap, because the gap is judgement built from cases.
Keeping a newer agent moving
The fourth step matters as much as the first three.
- Step 1
Suggest the next step
Not a list of possibilities. The step worth trying next on this symptom, so an agent without the instinct still starts in the right place.
- Step 2
Show what resembles it
Cases with the same symptom on the same product, including what was tried and what worked.
- Step 3
Explain where it came from
Each suggestion carries the case or document behind it, which turns following one into learning something.
- Step 4
Escalate when it should
Some cases genuinely need a senior engineer. What changes is that the escalation happens after the elimination rather than instead of it.
Why this moves ramp time rather than handle time
The operational effect lands on your senior engineers, not on the individual ticket.
They inherit the organisation’s cases
The difference between a new agent and a good one is largely how many faults they have seen. Retrieval across resolved cases hands over a version of that on day one.
The senior queue gets shorter
Every case closed without escalating is capacity returned to your actual constraint — usually a larger effect than minutes off any individual ticket.
Why the usual approaches fall short
Three of these give a new agent more to read. The fourth removes the need to learn.
Classroom training and shadowing
Necessary, and it teaches products rather than judgement.
A knowledge base search
Returns documents to somebody who cannot yet tell which one applies.
Escalating early by policy
Safe, and it turns your senior engineers into the Tier 1 queue.
Scripts and decision trees
Work for the faults somebody anticipated and collapse on anything phrased differently.
What things are called
Elimination is the word that describes what a diagnosis mostly is.
- Next best step
- The single diagnostic action worth taking now, rather than a list of possibilities to weigh.
- Similar case
- A resolved ticket matched on symptom and product rather than on shared wording.
- Elimination
- Ruling out candidate causes in order, which is what a diagnosis mostly consists of.
- Escalation
- Passing a case to a more senior engineer. Still correct sometimes, and much cheaper after elimination.
- Ramp
- The time it takes a new agent to reach normal productivity.
Frequently Asked Questions
No, and it should not try to. Some cases genuinely need a senior engineer. What changes is that the escalation arrives with the elimination already done, so it costs that person four minutes instead of forty.
Where this fits
What it gives your experts
The other end of the same system: prior art and install-base patterns for senior engineers.
Agent Swarming tour
What happens when a case genuinely needs an expert, and how their answer gets captured.
Resolve
The agent reasoning across manuals, tickets and service records at once.
More Resolution Agent tours
Resolution Agent
Look at what your Tier 1 escalates
Take the cases your junior team escalated last month. We will show you which of them would not have needed to leave Tier 1 at all.
Talk to us