Applied AI

AI That Understands Its Business Context.

We apply AI where it can improve understanding, productivity, decisions or user experience–and design the controls required for production use.

Practical AI Patterns

Start with the business behavior you want to improve.

The model is not the use case. The value comes from how intelligence is grounded, integrated and placed into the user's work.

Document Intelligence

  • Extract
  • Compare
  • Validate
  • Structure

Knowledge Intelligence

  • Grounded answers
  • Semantic retrieval
  • Citations
  • Reusable knowledge

Agentic Systems

  • Tool use
  • Multi-step tasks
  • Bounded autonomy
  • Human approvals

Predictive Intelligence

  • Patterns
  • Risk
  • Deviation
  • Optimization

Trust & Governance

Production AI needs more than a prompt.

Grounding, permissions, evaluations, observability and human approval are part of the product architecture.

Controls

Permission-aware retrieval
Human approvals
Auditability
Deployment choices

Confidence

Source grounding
Citations
Evaluation
Monitoring

Applied AI

Start with a document, a decision, a knowledge gap or a repetitive task–not with a model.

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