Technology expertise meets industry understanding.

The most valuable AI is built around the realities of a specific business: its workflows, its data, its regulations and the numbers it is measured on.

Retail and E-commerce

Smarter discovery. Better decisions. More personal commerce.

AI is changing how shoppers find products, how retailers forecast demand and how merchandising teams decide what to stock and where to send it.

Our experience: An in-house replenishment and allocation agent for Gap Inc., video-commerce product and recommendation work at Flipkart, and computer vision for fashion e-commerce.

Solutions

  • Store and DC replenishment and allocation
  • Product and video recommendations
  • Personalized search and ranking
  • Visual search and shop-the-look
  • Automated catalog tagging
  • Conversational shopping assistants
  • Demand forecasting
  • Customer behavior and churn analytics
  • Support automation

Financial Services and Fintech

Turn complex data into timely intelligence.

Markets move on information that arrives fast and unstructured. We help financial teams structure it, analyze it and act on it.

Our experience: Social-media sentiment intelligence for markets, and document intelligence for financial-services clients.

Solutions

  • Financial sentiment and social listening
  • Market narrative and event detection
  • Financial document extraction
  • Research and analyst copilots
  • Anomaly detection and risk prioritization
  • Knowledge retrieval across financial records

Healthcare and Life Sciences

Help professionals work with complex information.

Researchers and clinicians face more literature and records than anyone can read. AI can find, organize and summarize it, with experts always reviewing the output.

Our experience: NLP and data science on biomedical literature and clinical text at a healthcare AI company.

Healthcare applications need use-case validation, privacy controls, professional oversight and regulatory review, and we plan for all four from the start.

Solutions

  • Biomedical literature mining
  • Clinical and scientific document processing
  • Entity and relationship extraction
  • Knowledge retrieval and summarization
  • Administrative workflow automation
  • Human-reviewed analytical assistants

Enterprise Software and Technology

Intelligence inside the products and platforms businesses run on.

Software companies are adding AI to their products, and IT leaders want AI to make sense of their own spend and operations.

Our experience: Machine learning for an enterprise IT financial-management platform, and engineering at Google Workspace, Microsoft and Walmart Labs.

Related projects

Solutions

  • Embedded AI product features
  • Spend and transaction classification
  • Cost forecasting and anomaly detection
  • In-product copilots and assistants
  • Enterprise search
  • Platform engineering for AI workloads

Hospitality and Travel

Intelligent hospitality without losing the human touch.

Guests want instant answers. Hotel teams want fewer repetitive calls and clearer coordination.

Solutions

  • Conversational hotel concierge
  • Housekeeping and service request routing
  • Property knowledge assistants
  • Multilingual guest messaging
  • Reservation and service integration
  • Personalized guest recommendations

Media, Entertainment and Consumer AI

Personalization and generative experiences people come back to.

Content platforms need to match people with the right experiences, and generative AI makes entirely new ones possible.

Our experience: We built and run Datu, a personalized AI storytelling app for children.

Related projects

Solutions

  • Personalized content feeds
  • Video and media recommendations
  • Generative content experiences
  • Content tagging and understanding
  • Voice-enabled apps
  • AI storytelling and education
  • Engagement analytics

Telecom and Communications

Make sense of high-volume voice and text.

Communications platforms carry enormous volumes of speech and text in many languages. AI makes that searchable and useful.

Our experience: Multilingual text and speech analytics on high-volume communications platforms.

Solutions

  • Multilingual speech-to-text
  • Entity extraction and linking
  • Topic and keyword discovery
  • Conversation analytics
  • Large-scale search over communications data

Manufacturing, Logistics and Industrial

Intelligence for operations in the physical world.

Industrial teams can use AI to spot defects, anticipate failures and plan inventory with more confidence.

Solutions

  • Visual inspection and defect detection
  • Predictive maintenance
  • Inventory and demand forecasting
  • Operations document intelligence
  • Process anomaly detection
  • Equipment knowledge assistants

Professional Services and Enterprise Operations

Better information. Fewer repetitive tasks.

Enterprise AI can cut manual information gathering, connect fragmented workflows and free people for higher-value work.

Solutions

  • Enterprise knowledge assistants
  • Research and analysis agents
  • Contract and document intelligence
  • Internal helpdesk automation
  • Meeting intelligence
  • Cross-system workflow orchestration
  • Automated reporting

Don't see your industry?

The underlying methods transfer. Tell us how your business works and we will show you where AI fits.