InContextAdvisory

Sectors

We focus where AI meets regulation, complexity, and high stakes — the sectors where getting it right matters most.

Banking & Financial Services

Kuwait's banking sector operates under rigorous CBK oversight. AI adoption must navigate compliance, model risk, and data governance simultaneously.

Use Cases

  • KYC/AML automation
  • Credit risk modeling
  • Regulatory reporting
  • Customer intelligence
  • Fraud detection

Key Challenges

  • CBK compliance requirements
  • Legacy system integration
  • Data quality across siloed cores
  • Model risk governance

Telecommunications

Mobile-first operators face churn, network complexity, and customer expectations that demand intelligent automation at every touchpoint.

Use Cases

  • Churn prediction
  • Network optimization
  • Customer lifetime value
  • Revenue assurance
  • Service personalization

Key Challenges

  • Real-time data processing
  • BSS/OSS modernization
  • Competitive pressure
  • Kuwaitization requirements

Oil, Gas & Energy

KPC and its subsidiaries operate aging infrastructure where unplanned downtime costs millions per hour. AI-driven predictive capabilities are no longer optional.

Use Cases

  • Predictive maintenance
  • Asset optimization
  • Supply chain intelligence
  • Safety monitoring
  • Production forecasting

Key Challenges

  • Sensor data integration
  • Operational technology security
  • Workforce transformation
  • Environmental compliance

Government & Public Sector

Kuwait's New Kuwait 2035 vision demands digital transformation across ministries. Open data, citizen services, and AI readiness are national priorities.

Use Cases

  • Open data platforms
  • Citizen service automation
  • Policy intelligence
  • Digital identity
  • Smart city infrastructure

Key Challenges

  • Cross-ministry coordination
  • Data sovereignty
  • Citizen trust
  • Talent acquisition