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ARRAYMATIC

ArrayMatic Technologies

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Generative AI Solutions×Healthcare

Generative AI Solutions for Healthcare

Custom generative AI applications — from LLM-powered workflows to fine-tuned production models — built and deployed directly into your product stack.

Generative AI Solutions

Generative AI refers to large language models and diffusion systems trained to produce new content — text, code, images, and structured data — from learned patterns. These models can be accessed via API, fine-tuned on proprietary data, or deployed privately within your infrastructure.

Healthcare

Healthcare technology for patient care, diagnostics, clinical documentation, and health data management — built to HIPAA and regulatory standards.

How we deliver Generative AI Solutions

From prototype to production AI

Most generative AI projects fail between the proof of concept and production. The gap is not the model — it is the surrounding infrastructure: prompt management, output validation, retrieval pipelines, latency budgets, and the cost of running inference at scale. We build the complete system, not just the API wrapper.

We work with GPT-4o, Claude 3.5, Mistral, Llama 3, and open-source models from Hugging Face. Our team handles model selection based on your latency, cost, and data-privacy constraints — and builds the retrieval-augmented generation (RAG) pipelines or fine-tuning workflows that make outputs reliable rather than probabilistic.

Engagements start with a focused discovery sprint to map your use case to the right architecture, define success metrics, and identify data requirements before a single line of production code is written.

Key capabilities for Healthcare

Custom LLM application development
Retrieval-augmented generation (RAG) pipeline design
Model fine-tuning on proprietary datasets
Prompt engineering and output validation
Multi-modal AI — text, image, and structured data
LLM orchestration with LangChain and LlamaIndex
Private model deployment (on-prem or VPC)
Cost and latency optimisation for inference at scale

Technologies we use

OpenAIPythonTensorFlow

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Ready to bring Generative AI Solutions to your Healthcare business?

Tell us what you're building. We'll scope it honestly and tell you whether we're the right fit.

Get a free consultationAbout Generative AI Solutions