Careful language and document systems for financial information workflows.
The problem
Important information is often distributed across documents, systems, teams, and repeated manual steps. Useful software must account for the actual workflow, access boundaries, failure modes, and decisions—not only the model response.
Our approach
CraftWyre begins with discovery and evidence. We map the information flow, design retrieval and permissions, define evaluation criteria, build the smallest useful system, and improve it with observed failures and user feedback.
Core capabilities
Typical architecture
A production system may combine ingestion, parsing, indexing, hybrid retrieval, reranking, model orchestration, tool permissions, citation handling, evaluation, observability, and administrator controls. The exact architecture is selected only after the data and risks are understood.
Engagement process
Discover, architect, build, evaluate, deploy, and improve. Each stage produces decisions and evidence your team can understand and maintain.
Questions
Availability, scope, architecture, deployment, and pricing depend on the problem and are confirmed during consultation. Product status remains visible and editable in the CMS.
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