Guaranteed Response Times for a 24/7 Operation
Case Study · Sybase Production Support

Guaranteed Response Times for a 24/7 Operation

A 24/7 logistics dispatch operation had no formal SLA covering its Sybase ASE platform and no way to prove response times to its own leadership. A written SLA matrix, 3-tier escalation, and a structured incident lifecycle changed that.

Logistics Dispatch Operation SLA Matrix Incident Lifecycle ASE 16
42m → 11m
Average P1 response time
Industry
24/7 logistics dispatch operation
8 Weeks
Duration to full cutover
The Challenge

A 24/7 Operation Running on Best-Effort Support

No Formal SLA

Response Times Were Whatever the Night Allowed

Dispatch and routing ran around the clock on Sybase ASE, but the prior support arrangement had no written response-time commitment — incidents were picked up "as soon as someone was available," which varied wildly by time of day.

No Escalation Path

Every Incident Went to the Same One Person

There was no tiered structure and no defined priority levels, so a minor reporting glitch and a dispatch-halting outage competed for the same single point of contact, with no way to guarantee the critical one won.

Zero Visibility

Leadership Had No Data on Support Performance

Operations leadership could not answer basic questions — how many incidents last month, how fast were they resolved, is capacity keeping pace with dispatch volume growth — because nothing was being tracked or reported.

How We Solved It

A Written SLA, a Defined Lifecycle, Numbers Leadership Could Trust

The goal was to replace "best effort" with a commitment that could be measured, reported, and held to every single month.

Priority Classification & SLA Matrix

Defined P1–P4 priority criteria specific to the dispatch platform and agreed a written SLA matrix — response and resolution targets for each tier — signed off by operations leadership before go-live.

3-Tier Escalation Structure

Introduced L1/L2/L3 escalation so routine tickets no longer competed with dispatch-halting incidents for the same engineer, with P1s routing straight to L2/L3 rather than queuing behind lower-priority work.

Structured Incident Lifecycle

Implemented the full raise-to-close lifecycle — ticket intake, priority assignment starting the SLA clock, investigation, fix and test, deployment, and client sign-off — so every incident followed the same measurable path.

24/7 On-Call With Named Coverage

Put a named on-call rotation in place with defined handoffs across shifts, closing the gap where overnight and weekend incidents had previously waited for the next business day.

Monthly Capacity & SLA Reporting

Introduced monthly reports covering SLA attainment by priority tier alongside capacity trends and cache hit ratios, giving leadership a running record instead of an anecdotal impression of support quality.

~74% Faster P1 Response Time Average critical incident response dropped from roughly 42 minutes to about 11 minutes once P1s routed directly to L2/L3 instead of queuing behind lower-priority tickets.
A Written SLA Where None Existed Response and resolution targets for every priority tier are now documented and signed off, replacing a "best effort, whenever someone's available" arrangement with an enforceable commitment.
True 24/7 Coverage for a 24/7 Operation A named on-call rotation with defined shift handoffs closed the gap where overnight and weekend incidents previously waited for the next business day.
Monthly Proof Instead of Anecdote for Leadership Operations leadership went from having no data on support performance to a monthly SLA-attainment and capacity report they can act on and hold the support model to.
The Impact

The Business Impact

  • Average P1 response time cut from roughly 42 minutes to about 11 minutes
  • Written SLA matrix in place with response and resolution targets for every priority tier
  • 3-tier L1/L2/L3 escalation model routing critical incidents to the right engineer immediately
  • 24/7 named on-call rotation replacing ad hoc, best-effort coverage
  • Monthly SLA attainment and capacity reports giving leadership ongoing visibility
  • Every incident now follows the same documented lifecycle from raise to sign-off
"We run dispatch 24/7, but our support never had to prove it could match that. Now every month I get a report that shows exactly how fast we responded and where capacity is headed — that's the difference between hoping and knowing." — OptiSol Sybase Production Support Lead

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