AI-enabled Observability as Governance 

Operational Resilience Workbench

service solutions blueprint

AI‑enabled Observability for Tech, Risk & Business Leaders, giving shared visibility and faster action on critical risks and third‑party issues across the business.

Operational resilience challenge for business leaders

Businesses are facing rapid technological changes and increasing regulatory pressures requiring comprehensive operational resilience. The isolated monitoring approaches no longer suffice for the complexity of modern business processes. An AI driven integrated approach that connects business, risk and technology is required. 

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PwC Operational resilience workbench

AI‑enabled Observability for Tech, Risk & Business Leaders, giving shared visibility and faster action on critical risks and third‑party issues across the business.

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What is PwC offering: Operational resilience enabled via a programmatic layer  

PwC’s observability solution connects business, risk and technology data to give critical business and operations owners a single, integrated view of process and control health. By ingesting and enriching existing technology data and mapping it to key operational controls, the solution enables executives to gain real-time insight into service performance, emerging disruptions, and the areas that most need their attention to minimise risk and downtime.

Steel Thread

The Steel Thread is a comprehensive, end-to-end visibility framework that connects business needs, technology capabilities, and risk requirements into a unified view. It transforms risk management from static, siloed methods to AI-powered, automated, real-time insights across teams.

  • Maps critical service flows and KPI’s aligned to strategy and regulation
  • Implements comprehensive technology instrumentation and third-party monitoring
  • Provides CPS230 aligned risk, compliance dashboards and accountability models.
1Identify keyservice flows 2Map outthe service flows 3Understandthe technology4Map to businessmetrics andKPI’s5Implementmonitoring Building out the Steel threadBusinessprocessFront-endlayerMiddleware layerNetworklayerThird party layerBusinessmetricsRisks andcontrolsApplicationlayerPlatform / InfrastructurelayerVendorlayerSteel threadTechResilience andperformance BusinessCustomer experience, innovation andops resiliencyRiskRisk and control requirements

Benefits

  • Single pane of glass for monitoring business-critical processes & third party dependencies. 
  • Proactive risk identification and mitigation that aligns with evolving regulations. 
  • Enhanced collaboration and accountability across Business, Technology & Risk Teams. 
  • Faster incident detection, diagnosis and resolution.  
  • Continuous compliance through automated controls, reporting and frameworks. 
  • Observability framework built to leverage advanced AIOps & Automation. 

AI-Powered Integrated Risk Management

  • Drives proactive anomaly detection 
  • Accelerates Root Cause Analysis 
  • Facilitates automated self-healing 
  • Prioritises alerts to reduce noise 
  • Integrates with Leading Observability Platforms 
  • Supports continuous improvement and optimisation 
  • Enhances observability operations with natural language interfaces  

Power of 3

PwC combines a robust AWS-native infrastructure with leading third-party observability and governance tools to deliver a scalable, secure, and automated compliance and resilience platform.   

  • Amazon Bedrock 
  • Amazon Bedrock Agentcore 
  • AWS Lambda 
  • Amazon Dynamo DB 
  • Leading Third-Party Observability Tools 

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Contact us

Matt Cudworth

Matt Cudworth

Partner, Engineering Practice leader, PwC Australia

Binqi Zhang

Binqi Zhang

AWS Alliance Lead, PwC Australia

Tharun Rajan

Tharun Rajan

Director , PwC Australia

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