CanCode Devs

Ideascompile.Productsship.

AI can spin up a tool. Scalable, logical systems that hold in production take engineering. That is what we build.

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Health

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Custom SoftwareLangGraphLLM Fine-tuningFlutterDocument IntelligenceRAG AgentsKubernetesSelf-hosted LLMsComputer VisionCI/CDPyTorchAWSCustom SoftwareLangGraphLLM Fine-tuningFlutterDocument IntelligenceRAG AgentsKubernetesSelf-hosted LLMsComputer VisionCI/CDPyTorchAWS

The hard truth

AI can build a tool. It cannot build a scalable one.

Most people miss this. Prompt-built demos look impressive until traffic, edge cases, and real users show up. We design logical applications that scale, stay stable, and do not crash in production.

Contact us for systems that last

Services

Capabilities, not buzzwords.

Software, AI, and apps built to survive production, not just demos.

Full service details

Custom Software Development

Built around your workflow, not the other way around.

AI & Machine Learning

Train it. Tune it. Trust it in production.

Custom Models & LLM Fine-tuning

Models that speak your business.

Agentic AI & RAG Systems

Agents that act. Answers you can cite.

Document Intelligence

Messy documents in. Structured truth out.

Flutter / Mobile Apps

One codebase. Native-feel everywhere.

Production AI Infrastructure & MLOps

From notebook to Kubernetes.

Work

Proof over promises.

Selected engagements across document intelligence, agentic AI, self-hosted LLMs, and release engineering.

Explore the work.

Medical Document Entity Extraction

Multimodal LLM extraction that raised accuracy from 84% to 88% and cut manual review overhead by around 60%.

Underwriter's Assistant Chatbot

An agentic natural-language interface that lets underwriters query cases, policies, and guidelines in under 30 seconds.

End-to-End Document Intelligence Pipeline

An eight-stage production platform that turns messy scans into structured data: 84% end-to-end, later 88% with an LLM layer.

Local LLM Deployment & Serving

Self-hosted LLMs on owned GPUs serving two production pipelines, cutting cost per document from ~$0.35 to ~$0.10.

Talk to the studio.

Need software that won’t fold in production?

Contact us for scalable, logical applications engineered to survive real load, not just a demo day.