Shadow AI and tool sprawl
Employees and teams may use unapproved tools, models or data sources outside formal privacy, security and legal controls.
Strategic Alliance
TomorrowX and Deloitte Cyber
TomorrowX is a Strategic Alliance partner of Deloitte. Deloitte has certified personnel to consult, advise, deploy and operate Data Mediation solutions for customers in complex and regulated environments.
TomorrowX solution · Deloitte capability
AI Data Guard: governance at the speed of AI.
Generative AI use is expanding across tools, models and teams. Without an operational view, accountable leaders cannot see where AI is being used, what data may be exposed, how costs are accumulating or where intervention is required.
AI Data Guard is a TomorrowX solution built on Data Mediation. It provides visibility, alerting, enforceable policy and cost control across AI interactions, independently of the selected model or provider. Deloitte personnel can advise, configure, deploy and support the solution for Deloitte customers.
Strategic Alliance
Certified capability for Data Mediation delivery.
TomorrowX is a Strategic Alliance partner of Deloitte. Deloitte has certified personnel with the capability to consult, advise, deploy and operate Data Mediation solutions.
Deloitte is also actively engaged in the Data Mediation ecosystem, advising on persistent customer problems and creating solutions that apply Data Mediation to enterprise AI, cyber security, interoperability and assurance.
Why the challenge is urgent
Unknown AI activity becomes unmanaged enterprise risk.
Regulatory exposure
Organisations need evidence that AI use complies with evolving transparency, accountability and data-protection obligations.
Governance at velocity
Decision rights and guardrails must operate continuously, not through slow retrospective review after AI has already been deployed.
Uncontrolled AI cost
Usage can spread across models, providers and teams without consistent limits, routing policy or an accountable view of consumption.
The operating shift
From uncontrolled sprawl to visible, governed use.
The same AI landscape can remain fragmented or be governed through a consistent control point in the data path.
Unknown. Unmanaged. Uncontrolled.
AITool 1
AITool 2
AITool 3
AITool 4
AITool 5
Uncontrolled requests and responses
Employee
Each tool is accessed independently, without a consolidated view of models, data exposure, policy, evidence or cost.
Visible. Governed. Enforceable.
AITool 1
AITool 2
AITool 3
AITool 4
AITool 5
Data MediationObserve · Assess · Enforce · Optimise
Employee
Executive visibilitySecurity and compliance alertsModel and cost policy
Data Mediation applies consistent controls and evidence while the organisation retains authority over data, models and permitted use.
What AI Data Guard provides
An evidence-based view of enterprise GenAI use.
Record interactions
Securely record GenAI interactions initiated by employees within the defined operating scope.
Identify tools and models
Establish which AI services are in use and where unapproved or unexpected activity is occurring.
Assess data exposure
Evaluate the type of data accessible at the point of each request and identify patterns requiring intervention.
Provide executive visibility
Synthesise adoption, exposure and risk trends into dashboards and graphical views for accountable leaders.
Control model and usage cost
Apply consistent model-selection, usage, routing and cost policy across AI providers and enterprise teams.
In the field
The alliance in practice.
TomorrowX and Deloitte Cyber are actively engaging customers and industry leaders on the application of Data Mediation to sovereign AI, cyber assurance and enterprise data control.
LinkedIn · AWS Summit Sydney
AI Data Guard demonstrated at AWS Summit Sydney
TomorrowX joined Deloitte Cyber at AWS Summit Sydney to show how governance, evidence and control can be built into AI adoption from the start.
View the field update LinkedIn · Canberra briefingData access and control discussed with government and industry leaders in Canberra
A Deloitte-hosted discussion in Canberra connected the technology to cyber operations, AI integration and cloud migration in complex government environments.
View the Canberra updateThe legacy system paradox: cyber security and innovation with data in motion
Recorded at Deloitte’s Sydney headquarters, the discussion brings together TomorrowX, Deloitte Cyber and defence cyber leadership on protecting data in motion and introducing new controls around legacy systems.
Deloitte delivery capability
Consult, advise, deploy and operate.
Deloitte has certified personnel who can support customers from problem definition and advisory through configuration, deployment, operation and ongoing improvement of Data Mediation solutions.
Start with a bounded view of AI use and prove the controls required for broader adoption.
Define a Proof of Capability and Value