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Case study 03 · Leading financial institution

A governed automation estate: 30% fewer incidents

Leading financial institution · Middle East, Europe, Asia and the Americas · with a partner. Client anonymized under NDA.

IAC.ai: A governed automation estate: 30% fewer incidents

The case at a glance

The situation, what we did, and the result.

IAC.ai: A governed automation estate: 30% fewer incidents
The client situation

The challenge

Each team ran its own automations, with no common support, no monitoring and no change control, in a regulated business.

IAC.ai: Four support practices keep your automation under control
What we did

Our work

  • Incident, problem and change management for the whole automation estate
  • Proactive monitoring of every automation
  • License use reviewed and optimized
IAC.ai: The value of all nine case studies, on one page
The result

What the client got

30%fewer incidents
+40%SLA adherence
20%lower license cost
100%of automations covered

Client anonymized under NDA. Figures are delivered results across the engagement.

How the engagement created value

From the challenge to outputs, impact and next steps.

IAC.ai: How the engagement created value
What this unlocked
Governed supportCompliance achievedLicense savings
1
Delivery modelAutomation support over several years

One program for the whole estate, instead of ad hoc support in each department.

2
Scope covered4 support practices

Incident management, proactive monitoring, change management and problem management.

3
Key outputs4 practices, 100% bot coverage

A structured support framework live across all automations. SLA, monitoring, change and root cause processes in place.

4
Operational impact40% SLA improvement

30% fewer incident tickets. Every automation covered for the whole engagement.

5
Business impactCost and compliance targets met

Up to 20% automation license savings. 100% compliance in security activities. Zero unmanaged bots.

6
Why it workedStructure replaced ad hoc firefighting

Governance, monitoring and change control built into the Center of Excellence removed root causes, not just symptoms.

From reactive firefighting to a governed, measurable automation operation.

In detail

Four pillars turned a fragmented estate into governed operations

IAC.ai: Four pillars turned a fragmented estate into governed operations
Why this approach worked

IAC built four structured support capabilities into the client’s automation Center of Excellence. They replaced ad hoc practices and delivered measurable SLA, cost and compliance results.

Why it mattered for the client
  • SLA adherence improved 40%, which gave business stakeholders confidence in the automation operation.
  • License cost cut by up to 20%, through better bot scheduling and use.
  • 100% security compliance kept across all activities, for the whole engagement.
Incident management

Incident management on three levels

Frontline triage, specialist resolution, and senior escalation for business-critical failures.

30% fewer incident ticketsFaster mean time to resolution
Monitoring

Proactive monitoring, eyes on glass

Real-time monitoring of all automations, with alert thresholds, auto-remediation triggers and license use tracking.

100% bot visibilityIssues found before escalation
Change control

Change management

A formal request for change process and a change advisory board: business and technical review before any bot change.

Zero uncontrolled changesAn audit-ready change log
Problem management

Root cause analysis

Root cause analysis for recurring incidents: log analysis, performance diagnostics and documented fixes.

Recurrence eliminatedSystemic issues fixed at the root

All targets met or exceeded.

IAC.ai: Support engineers: level 2 and 3 inside your team
The offer behind this result3.1 Support engineers

Named engineers who run and fix your AI and automation on your hours, up to 24/7. You steer, we find, equip and replace.

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