Industries

Sector reality shapes the architecture.

MS Global Growth starts from the data shapes, controls and economics of your industry — then designs the AI, data and automation layer around them.

Financial Services

Risk, fraud and reporting workloads under strict auditability.

Representative use cases

  • Real-time transaction anomaly scoring
  • Automated regulatory report assembly
  • Credit document extraction and validation
  • Model governance and challenger monitoring

Healthcare

Clinical and operational data unified without loosening controls.

Representative use cases

  • Referral and prior-authorisation automation
  • Capacity and staffing forecasts
  • Clinical document summarisation with review
  • Claims exception routing

Retail

Demand, assortment and margin decisions on live data.

Representative use cases

  • Demand forecasting per store and SKU
  • Dynamic pricing guardrails
  • Catalogue enrichment and deduplication
  • Return-fraud pattern detection

Manufacturing

Plant telemetry turned into maintenance and yield decisions.

Representative use cases

  • Predictive maintenance on sensor streams
  • Visual quality inspection pipelines
  • Yield and scrap root-cause analysis
  • Production scheduling optimisation

Logistics

Network visibility and exception handling at scale.

Representative use cases

  • ETA prediction and deviation alerts
  • Route and load optimisation
  • Customs document automation
  • Carrier performance analytics

Technology

Platform data foundations and AI features inside products.

Representative use cases

  • Usage-based billing pipelines
  • In-product AI features with evaluation
  • Infrastructure cost attribution
  • Support triage automation

Energy

Grid, asset and consumption intelligence.

Representative use cases

  • Load and generation forecasting
  • Asset health monitoring
  • Outage prediction and crew dispatch
  • Emissions and consumption reporting

Professional Services

Knowledge work leverage without losing oversight.

Representative use cases

  • Proposal and contract drafting support
  • Engagement profitability analytics
  • Knowledge retrieval across matters
  • Timesheet and billing anomaly checks