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AI Infrastructure Regulatory Landscape
IT HelpdeskTechOpsCloud MigrationFinance & ProcurementPlayer Operations
By AI Apps

What the agents actually do.

Five use cases across the regulated operator's business, each shown the same way: the work as it runs today, what the agent does instead, and the evidence a regulator receives when it does.

Every agent is available as a Managed AI-Operated Service or a Platform Subscription. Exceptions are noted on the use case.

01
IT & Technical Operations

IT Helpdesk

AI agents handle tier-1 and the majority of tier-2 IT support for operators and suppliers.

TodayTier-1 tickets queue behind human triage, so resolution time tracks shift coverage rather than urgency.

  • Detects and correlates the issue against known patterns and your environment
  • Resolves routine tickets end to end, targeting 65%+ first-contact resolution at launch
  • Escalates with full context attached, not a ticket number

The evidence it emits

Decision recordITHELPDESK-0117
Agent
IT Helpdesk
Action
Resolved access request, tier 1
Policy checked
Entitlement rules, role scope
Approval
Within autonomy boundary
Escalation
Not required, resolution confirmed
Evidence
Retained, exportable
02
IT & Technical Operations

TechOps

Agentic monitoring, triage, and remediation across applications, cloud estates, and infrastructure.

TodayAlert volume outpaces the team, so real signals sit behind noise and routine incidents consume senior attention.

  • Monitors application, cloud, and infrastructure layers continuously
  • Triages and remediates routine incidents inside controlled change boundaries
  • Integrates with Continent 8 Technologies managed hosting and the private network backbone

The evidence it emits

Decision recordTECHOPS-0117
Agent
TechOps
Action
Restarted degraded service node
Policy checked
Change window, blast radius limit
Approval
Pre-approved runbook
Rollback
State captured before action
Evidence
Retained, exportable
03
IT & Technical Operations

Cloud Migration

AI-accelerated discovery, dependency mapping, and migration factory tooling.

TodayDiscovery and dependency mapping consume months of manual effort before anything moves, and undocumented dependencies surface during cutover.

  • Maps dependencies across the estate and surfaces what manual discovery misses
  • Runs the migration factory work that dominates the project timeline
  • Productizes into a subscription module from 2027 for post-cutover optimization

Delivered as a services engagement in 2026, with the subscription module following in 2027.

The evidence it emits

Decision recordCLOUDMIGRATION-0117
Agent
Cloud Migration
Action
Dependency map generated, workload cluster 12
Policy checked
Data residency constraints per workload
Approval
Human required Migration plan sign-off
Output
Cutover record and rollback position
Evidence
Retained, exportable
04
Finance & Procurement

Finance & Procurement Operations

Agent-delivered AP, AR, reconciliation, procurement operations, and jurisdiction-specific regulatory reporting.

TodayPer-jurisdiction obligations for tax, responsible-gaming levies, and AML are handled market by market, largely by hand, and evidence gets assembled after the fact.

  • Handles AP, AR, and reconciliation across markets simultaneously
  • Applies the jurisdiction's rule rather than a generic one, then flags what needs a human
  • Leaves every action reviewable at the point it happens

The evidence it emits

Decision recordFINANCE-0117
Agent
Finance & Procurement
Action
Flagged payout for manual review
Policy checked
AML threshold, MGA jurisdiction
Approval
Human required Reviewed by compliance
Data residency
Processed in-jurisdiction, Malta
Evidence
Retained, exportable
05
Player Operations

Player Operations

Multichannel player-facing operations via voice and chat, with integrated KYC and responsible-gaming flagging.

TodaySupport SLAs and safer-gambling obligations pull against each other under cost pressure, and routine volume crowds out the interactions that need a person.

  • Resolves routine contact across voice and chat with operator-specific tone models
  • Runs KYC and responsible-gaming flagging inside every interaction
  • Hands complex RG interventions to human supervisors, by design

The evidence it emits

Decision recordPLAYEROPS-0117
Agent
Player Operations
Action
Responsible-gaming marker raised
Policy checked
RG intervention policy, UKGC
Approval
Human required Routed to RG supervisor
Autonomy
Agent did not act on the marker independently
Evidence
Retained, exportable

Start with one workflow

Most operators begin with a readiness assessment to decide which one.