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Explore representative scenarios

How this workflow could help

Service desk SLA recovery

Multi-site IFM operator with inconsistent triage and weak ticket QA against client SLA scorecards.

01 / At a glance

The opportunity this scenario explores.

See the work this workflow could organise and the decisions your team would retain.

Pre-breach

watchlist surfaces tickets in the morning

Weekly

QA scoring rhythm - not month-end review

Per ticket

immutable QA + triage decision row

Current pattern

  • Tickets escalate after they breach, not before
  • Triage classification is operator-by-operator, no shared rules
  • QA samples are spreadsheet exports nobody trusts
  • SLA scorecards land at month-end with no time to react

With a structured workflow

  • Pre-breach watchlist surfaces tickets in the morning rhythm
  • Triage rules are templated and applied consistently
  • QA scoring writes an immutable row, reviewed weekly
  • SLA cohort view tracks recovery within the period it lands

Situation

A multi-site IFM operator was being scored down at monthly client reviews because P1/P2 triage decisions varied by helpdesk operator. Ticket-level QA was anecdotal, and SLA breaches were investigated reactively rather than tracked weekly.

Each missed SLA was investigated in isolation after the client raised it, so the same triage gaps recurred month after month - and the scorecard penalty compounded before anyone connected the pattern.

Discipline installed

Triage workflow with classification rules and named QA gates per ticket priority. SLA cohort views slice the active backlog by SLA proximity rather than open age.

Weekly cadence reviewing breach risk before it lands; knowledge-capture register turning recurring failure modes into reusable resolution patterns.

What could change

A shared triage record could help operators surface breach-risk tickets before the SLA window closes.

Monthly client reviews would have the triage decision and named QA reviewer alongside each SLA outcome.

Governance gate reinforced

Reinforces the audit-trail non-negotiable: every ticket decision writes an audit-logged QA row. Operators and supervisors review the same record at the monthly client meeting.

In practice

What could be prepared

The working setup.

Triage workflow, SLA cohort views, ticket QA checklist, knowledge-capture register and weekly cadence.

Potential change

Could support sharper triage decisions, clearer SLA scorecards and a more complete monthly review record.

Read the Dispatch Desk pack

03 / Your next step

What could clearer workflows unlock for your business?

Bring us the work you want to improve. We can explore where BuiltAI could help, what information it needs and where your people stay in control.

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