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Data and Artificial Intelligence

Build AI-enabled data platforms that move beyond pilots to deliver trusted insights, automation, and measurable impact at scale. We help organizations unify fragmented data, embed governance and security from the start, and integrate AI into everyday workflows so it drives real decisions, not just experimentation. 

Capabilities to get AI-ready fast

Our data and AI capabilities

 

Data modernization goes beyond migration. We combine deep engineering expertise with business insight to operationalize AI and deliver measurable value.  

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Data strategy and governance
 
Establish trusted, well-governed data by aligning strategy, ownership, and accountability to business priorities, enabling confident analytics, AI, and decision-making at scale.
 
Core capabilities:
  • Data maturity and readiness assessments
  • Data ownership and stewardship models
  • Quality standards and metrics
  • Governance integration into operating models
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Data engineering and platforms
 
Design and build modern data pipelines and platforms that integrate legacy and cloud environments, delivering reliable foundations for analytics while enabling continuous modernization at scale.
 
Core capabilities:
  • Cloud and hybrid data platform architecture
  • Legacy system integration
  • Batch and real-time data pipelines
  • Platform scalability and performance optimization
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Intelligence and analytics
 
Deliver intelligent insights aligned to business outcomes, embedded in operations, and continuously refined to sustain performance, improve decisions, and drive measurable value at scale.
 
Core capabilities:
  • KPI and metrics design
  • Operational and executive dashboards
  • Predictive analytics and forecasting
  • Analytics enablement for operations and leadership
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AI enablement and product development
 
Enable and develop AI solutions aligned to clear business use cases, managing the full lifecycle from readiness through deployment and evolution to deliver trusted impact at scale.
 
Core capabilities:
  • AI readiness assessments
  • ML model deployment and monitoring
  • MLOps / LLMOps enablement
  • Workflow integration of AI capabilities

From strategy to operational intelligence

Our data and AI services are designed to translate strategy into execution and sustained outcomes across every phase of the modernization path.  
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CASE STUDY

 

Accelerating cashierless experiences with AI

See how a global retailer partnered with TSG to leverage cross-disciplinary expertise in computer vision, machine learning, and sensing system, to rapidly scaled R&D, validated advanced sensing, and launched secure touchless checkout at speed.

AI at the checkout line

Turn intelligence into measurable value

Build the foundation that converts data into foresight and AI into measurable business performance. 

Our latest insights  

Stay current on the shifts defining the future of business and technology.