AI-Powered IT Automation for
Smarter Enterprise Operations
Streamline complex IT workflows with AI-powered automation across applications, infrastructure, and enterprise systems. AutomationCOE combines AI-powered process discovery with runtime assurance through ARIA and AURA. This gives technology and shared services teams the standards, dependency visibility, and monitoring they need to keep automation reliable across every entity.
The Problem
Where Complex IT Environments Create Automation Bottlenecks
There's a specific failure mode here: the estate outgrows the governance, and nobody notices until the incidents start. 90% of organizations now treat hyperautomation as a staple, and under 20% have worked out how to measure it.
01
Ticket volume outpacing triage capacity
Free-text tickets arrive faster than they can be classified, and the cost gets paid three reassignments later rather than at intake.
02
Shared services sprawl across entities
Estates spanning dozens of entities collect local variations of the same process, each automated slightly differently, none of them documented the same way.
03
Incident response bound by human diagnosis
ISO, AS9100, and customer-specific quality requirements demand extensive documentation that consumes significant engineering and quality team capacity.
04
Joiner, mover, leaver at scale
Access provisioning and deprovisioning across dozens of systems and entities. High volume, compliance-relevant, unforgiving of error.
05
Environment and access management drift
Credentials expire, permissions change, service accounts get rotated. The automations depending on them fail quietly.
06
No dependency visibility across the estate
A system goes down and nobody can say which automations break, so every outage turns into an investigation instead of a known blast radius.
The Solution
Restoring Governance to Complex IT Estates
Our automation platform brings order to IT sprawl, replacing silent failures and manual triage with centralized dependency intelligence, automated compliance, and self-healing workflows.
Intelligent Ticket Triage
Deploy AI to instantly parse and classify free-text tickets at intake. Eliminate costly reassignments by automatically routing issues or triggering self-service resolutions on day one.
Unified Estate Governance
Standardize shared services across multiple entities. Our framework enforces consistent automation blueprints and centralizes documentation, eliminating undocumented local variations.
Automated Incident Diagnosis
Accelerate incident response with automated root-cause analysis while simultaneously generating the extensive compliance and quality documentation required by ISO and AS9100 standards.
Zero-Touch JML Provisioning
Automate complex Joiner, Mover, Leaver workflows across dozens of systems. Ensure compliant, error-free access provisioning and deprovisioning at scale without human intervention.
Proactive Credential Management
Prevent quiet automation failures caused by rotated service accounts or expired credentials. Continuously monitor access drift and dynamically update permissions before processes break.
Real-Time Dependency Mapping
Instantly map the relationships between systems and bots. When an outage occurs, immediately calculate the exact blast radius instead of wasting hours on manual investigations.
412
Incidents prevented in 90 days
3,000+
Automations monitored
71%
Reduction in MTTR
INDUSTRY OVERVIEW
Powering Scalable, More Resilient Technology Operations
Technology organizations have spent years automating enterprise processes, creating increasingly complex estates spanning applications, infrastructure, APIs, and shared services. At scale, understanding how these components interact becomes as important as the automation itself.
AutomationCOE helps technology organizations run automation at scale with control. ARIA speeds up process discovery and documentation. AURA provides runtime monitoring and a live dependency map, so teams know what broke and why before the war room starts.
Why AutomationCOE
Turning Complex IT Workflows into Scalable Automation
We provide what's needed to run automation at scale: dependency-aware, standards-governed, observable across every entity.

Discover with ARIA
Technology automation starts with understanding fast-moving service operations, like ticket handling, access provisioning, environment management, and incident workflows. Walk ARIA through how a ticket gets triaged or how access gets granted. It produces the BRD, test cases, feasibility review, and effort estimate for you, usually within hours. Your teams get the documentation without the overhead, and move from discovery to development faster. ARIA also detects and anonymizes PII by default, keeping employee and user data in recordings protected.
Learn about ARIA →Deliver with 5D1S
The 5D1S methodology delivers at technology pace, with reusable components across ITSM, identity, and cloud platforms. The delivery framework is built for estates that span entities, not just departments.
Explore the framework →
Sustain with AURA
Technology organizations run automations where one failure can break ticket routing, access provisioning, or service delivery for thousands of users. AURA provides runtime support and dependency intelligence. It continuously monitors bots and the applications, APIs, databases, and infrastructure they depend on. It detects issues early and pinpoints root causes, turning a system outage into one known blast radius instead of dozens of parallel investigations.
Learn about AURA →USE CASES
Technology use cases
Enterprise IT
Autonomous incident response
Alerts triaged, correlated across systems, known remediations executed, and a complete diagnostic package on anything that does need a person.
Shared services
Ticket triage and routing
Free-text tickets classified, prioritised and routed correctly at intake, rather than after the third reassignment.
Enterprise IT
Joiner, mover, leaver
Access provisioned and deprovisioned across dozens of systems and entities, with compliance evidence produced as a by-product.
Shared services
Multi-entity estate governance
One standard, one dependency graph, one monitoring view, across an estate that grew through acquisition rather than design.
Proven results in technology.
Global shared services, 90+ entities
Alert volume triaged by hand across 90+ entities, with no dependency visibility, so every upstream change produced an unpredictable set of silent bot failures and every incident started with an investigation.
Full dependency graph registered under AURA, with an agentic triage layer absorbing alert volume at intake
AURA prevented 412 production incidents in 90 days. Uptime at 99%. MTTR down 71%.
Tier 2 Aerospace Manufacturer
Quality documentation consuming 35% of engineering team capacity across AS9100 and customer-specific requirements.
Automated quality document generation, routing, and archival with full audit trail and compliance verification.
Engineering time on documentation reduced by 72%. Zero non-conformances in first 18 months post-deployment.
BUSINESS OUTCOMES
From IT Automation to Faster, More Resilient Operations
From active enterprise deployments across technology organizations and global shared services.
412
Incidents prevented in 90 days
Dependency-aware monitoring catching the upstream change before it reached the bot, and the bot before it reached the business.
71%
Faster mean time to resolution
Diagnosis replaced by a dependency graph that already knows which system changed and what it broke.
98%
Of issues meeting SLA
Fewer failed runs, fewer reruns, fewer breach events across the monitored estate.
99%
Uptime across the estate
Availability held across 90+ entities without headcount growing in proportion.
SERVICES
Relevant solutions for IT & Technology
Related reading
Why Automation programs Stall in the First Six Weeks
