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Document search assistant displaying an answer with source citations
Document search assistant displaying an answer with source citations

AI Application Development

Custom assistants and search tools that work with your documents and business data.

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Project scope

For example, a team sorting incoming documents can start with a few anonymized samples and the decisions a reviewer makes today. We agree on what a correct result looks like, test the difficult cases, and identify which decisions still need a person. You can commission that assessment on its own or have me build and hand over the working system.

Deliverables

  • Opportunity and workflow assessment tied to a measurable outcome
  • Model, data, privacy, latency, and operating-cost trade-off review
  • Prototype using representative data and real user tasks
  • AI application, assistant, RAG workflow, or embedded product feature
  • Evaluation cases, human approval points, error handling, and monitoring
  • Deployment in your accounts with source code and operating documentation