Who we serve

Regulation, data sensitivity and operating models differ by industry. We work in depth in four sectors and apply the same methods in others. Regulations are listed as context, not legal advice.

Enterprise operations team

Industry

Healthcare & Life Sciences

Providers, payers, pharmaceutical and medical device companies hold some of the most sensitive data there is, under close regulatory oversight.

AI and analytics in this sector have to be designed for privacy, validation and auditability from the start. We plan against HIPAA in the US, GDPR and UK GDPR, FDA 21 CFR Part 11 and GxP for regulated records and systems, the EU Medical Device Regulation and India's DPDP Act. A typical starting point is an AI governance and data-privacy assessment, so that later use cases build on controls that are already approved.

Where we focus

  • Privacy-first governance for patient and trial data
  • Clinical supply and inventory analytics
  • Document processing for claims and prior authorization

Relevant services

Healthcare & Life Sciences

Industry

Manufacturing

Manufacturers run on planning accuracy, quality and asset uptime, usually with SAP at the core and plant, quality and supplier systems around it.

Most of the value is in connecting those sources. We work on demand and supply planning across SAP and other data, predictive maintenance from sensor and work-order data, quality deviation and root-cause analysis, and supplier risk. The regulatory context includes ISO 9001, IATF 16949 in automotive, product traceability, export controls and the EU AI Act where AI is a safety component of a product.

Where we focus

  • Demand and supply planning on SAP and other data
  • Predictive maintenance from sensor and work-order data
  • Quality deviation and root-cause analysis

Relevant services

Manufacturing

Industry

Financial Services

Banks, insurers and asset managers already manage model risk formally. AI has to fit that discipline.

That means documented, validated, explainable where it affects customers, and operationally resilient. We align AI governance with SR 11-7 model risk guidance in the US, the EU AI Act, which treats credit scoring as high-risk, DORA in the EU, GDPR, PCI DSS and India's DPDP Act, so AI use cases follow a process your regulators already recognize.

Where we focus

  • AI governance aligned with model risk management
  • Document processing for onboarding and claims
  • Regulatory and management reporting

Relevant services

Financial Services

Industry

Retail & Consumer

Retailers and consumer brands compete on availability, price and customer experience, on thin margins.

Forecasting and pricing depend on combining SAP data with point-of-sale, e-commerce and customer data. We work on demand forecasting and replenishment, pricing and promotion analytics, customer service assistance with human review, and unified customer and sales reporting, within PCI DSS, GDPR, CCPA/CPRA and the EU AI Act's transparency obligations for customer-facing AI.

Where we focus

  • Demand forecasting and replenishment
  • Pricing and promotion analytics
  • Unified customer and sales reporting

Relevant services

Retail & Consumer

Industry

Energy & Utilities

Utilities and energy companies manage long-lived physical assets under regulatory reporting obligations.

The same methods, governance and architecture we apply in our focus sectors apply here. Typical work covers asset health analytics, maintenance planning across SAP and operational systems, and regulatory reporting built on data with known quality and lineage.

Where we focus

  • Asset health analytics
  • Maintenance planning
  • Regulatory reporting

Relevant services

Energy & Utilities

Industry

Logistics & Distribution

Logistics businesses live on utilization, visibility and the speed of exceptions.

We apply the same methods here: order exception prediction, network and capacity planning, and supplier risk, connected to SAP for finance and procurement and to the operational systems that move goods.

Where we focus

  • Order exception prediction
  • Network and capacity planning
  • Supplier risk

Relevant services

Logistics & Distribution

Industry

Public Sector

Public bodies handle large volumes of cases and documents, with high expectations of transparency.

Governance comes first: decision rights, risk tiers and human review for anything that affects citizens. Typical work covers case and document processing, citizen service assistance and performance reporting.

Where we focus

  • Case and document processing
  • Citizen service assistance
  • Performance reporting

Relevant services

Public Sector

Working in a sector we have not listed?

Most of what we do transfers between industries: governance, SAP and data work follow the same methods. Tell us about the business and we will say plainly whether we are the right fit.

Contact us