Engineering for dependable intelligent systems.

Capabilities

From retrieval and agents to complete software products, CraftWyre designs systems around real workflows, measurable quality, and long-term ownership.

AI agents & multi-agent systems

Controlled agents that use approved tools, permissions, and human checkpoints.

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RAG systems

Retrieval pipelines designed around source quality, grounding, and measurable evaluation.

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MCP servers & tool integrations

Typed connections that let intelligent systems work safely with business tools and data.

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Enterprise search

Search across fragmented knowledge using lexical, semantic, and hybrid retrieval.

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Document intelligence

Extraction, classification, analysis, and review workflows for complex files.

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Workflow automation

Reliable software for repeatable decisions, handoffs, and operational processes.

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Custom AI software

Production-oriented applications shaped around real users, constraints, and risk.

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SaaS product engineering

Maintainable software products from architecture through deployment and improvement.

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Financial intelligence & NLP

Careful language and document systems for financial information workflows.

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AI evaluation & reliability

Evaluation suites for retrieval, faithfulness, usability, safety, latency, and cost.

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Let’s look at the problem together.

Share the users, information, workflow, and constraints. CraftWyre will help you find the right architecture and a realistic path forward.

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