Skip to content
Let's talk
Menu
Let's talk

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

Our data and AI capabilities

Data modernization goes beyond migration.  We connect data, analytics, and AI to the broader continuous modernization journey, combining deep engineering expertise with business insight to build stronger foundations, operationalize AI, and deliver measurable value as your business evolves. 

young black female smiling at her tablet screen
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 readiness assessed against modernization priorities before new platforms and use cases are introduced 
  • Ownership and stewardship established as data moves across systems, platforms, and teams 
  • Quality standards and controls defined for the target environment and validated as data is migrated 
  • Governance embedded into new workflows and operating models rather than added after implementation 
blue and black tunnel made up of data
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:
  • Connect data across on-premises, cloud, and hybrid environments without disrupting critical operations  platform architecture
  • Rebuild brittle or siloed pipelines for reliable, reusable data flows 
  • Enable real-time data movement where faster decisions and automation depend on it 
  • Engineer platforms to absorb new data sources, workloads, and AI demands without repeated redesign
neon lights passing through a cityscape
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:
  • Define KPIs that connect strategy to measurable outcomes 
  • Create decision-ready views of business and operational performance 
  • Embed intelligence into the workflows where decisions happen 
  • Build self-service analytics capabilities that scale across the organization 
globe lit up with neon pink and yellow lights
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:
  • Identify and prioritize AI opportunities based on business value and readiness 
  • Establish MLOps and LLMOps practices for scalable, reliable AI 
  • Integrate AI into products, workflows, and operational decision-making 

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.  
young white female conducting an online purchase with her credit card

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.