Industries
Sector-specific playbooks grounded in data, AI, and cloud execution.
Retail, energy, finance, IT/technology, transportation, and aviation—we bring repeatable solutions plus the context that makes them work for your teams.
Where we focus
Challenges we tackle and how DCG helps
We translate sector constraints into clear, actionable AI programs so teams can move from pilots to production.
Challenges we tackle
- Fragmented data across systems and teams
- Pilots that stall before production
- Limited AI adoption on the frontline
- Architecture debt slowing experimentation
How DCG helps
- Design AI-first workflows and agentic patterns
- Operationalize analytics with governance and MLOps
- Coach teams on adoption, training, and safety
- Link services, projects, and industry playbooks for reuse
Industries we serve
Sector depth with AI-first execution.
From retail and energy to aviation and finance, DCG translates data and AI into operational impact. Each industry card links to deeper playbooks and examples.
Retail
Demand forecasting, dynamic pricing, and waste reduction tuned to every store.
- Demand forecasting and inventory optimization
- Dynamic pricing near expiration to minimize waste
- Context-aware models by location, events, and demographics
Energy & Oil and Gas
Predictive maintenance, production forecasting, and digital twins for critical assets.
- Production forecasting across complex upstream/downstream operations
- Predictive maintenance for equipment fleets
- Digital twins for operations, monitoring, and forecasting
Finance
Fraud detection, risk models, and compliance systems that keep pace with regulation.
- Risk scoring and compliance automation
- Fraud detection and transaction monitoring
- Customer insights with secure, anonymized data pipelines
IT / Technology
Scalable architectures, data migration, and MLOps to accelerate product teams.
- Data migration and platform modernization
- MLOps platforms for faster experiments and safer releases
- Secure, composable architectures for growth
Transportation
Passenger analytics and operational optimization for rail and logistics.
- Passenger demand modeling and station analytics
- Railway queue optimization and routing
- Operational dashboards for day-of adjustments
Aviation
Pricing, revenue management, and customer analytics for airlines and airports.
- Dynamic pricing and revenue management
- Customer analytics for loyalty and service design
- Forecasting and operational decision support