# LLM Applications & Copilots

> AI features your users actually use. We design and build LLM-powered product features and internal copilots: drafting, summarising, extracting, classifying and conversing, with the UX, streaming, feedback loops and cost profile that make them work at scale.

Source: https://aibyos.com/services/llm-apps

❖ Capability

# LLM Applications & Copilots

AI features your users actually use.

[Discuss LLM Apps & Copilots](https://aibyos.com/contact)

We design and build LLM-powered product features and internal copilots: drafting, summarising, extracting, classifying and conversing, with the UX, streaming, feedback loops and cost profile that make them work at scale.

## Typical use cases

### In-product AI copilot

**Challenge.** Users struggle with complex workflows in your software.

**What we build.** A context-aware copilot that explains, fills forms and performs actions inside your app, with undo and clear previews.

### Document extraction to structured data

**Challenge.** Invoices, forms and emails are keyed in manually.

**What we build.** LLM extraction into validated JSON schemas with confidence scores and human review for edge cases.

### Sales & marketing content engine

**Challenge.** Teams produce the same proposals and product copy over and over.

**What we build.** Brand-aligned generation grounded in your product data, with approval workflow and tone controls.

## What you get

-   UX & prompt design
-   Production backend & streaming APIs
-   Structured-output pipelines
-   Feedback & analytics loop

## Typical stack

-   Claude / GPT / Gemini / Mistral
-   TypeScript & Python
-   Vercel AI SDK
-   FastAPI
-   Postgres

Examples

## Use cases with LLM Apps & Copilots.

[Finance & Insurance KYC / AML analyst copilot Speed up customer due diligence while keeping every decision explainable. _LLM Apps & Copilots__RAG & Search__EU AI Act & Governance_ Open →](https://aibyos.com/use-cases/kyc) [Healthcare & Life Sciences Clinical documentation assistant Turn doctor–patient conversations into structured notes. _Voice AI__LLM Apps & Copilots__Evals & Guardrails_ Open →](https://aibyos.com/use-cases/clinical-docs) [Retail & E-commerce Conversational shopping assistant Help shoppers find the right product in natural language, on site and in AI assistants. _RAG & Search__LLM Apps & Copilots__MCP Servers_ Open →](https://aibyos.com/use-cases/shopping) [Retail & E-commerce Product content & imagery at scale Generate descriptions, attributes and lifestyle images for thousands of SKUs. _Image & Vision__Fine-tuning__LLM Apps & Copilots_ Open →](https://aibyos.com/use-cases/product-content) [Manufacturing & Logistics Shipping document automation Process CMRs, invoices and customs documents automatically. _LLM Apps & Copilots__Image & Vision__AI Agents_ Open →](https://aibyos.com/use-cases/logistics-docs) [Retail & E-commerce Microsoft Fabric analytics + Copilot for retail One platform for sales analytics, demand forecasting and natural-language reporting. _Data & AI Platforms__Data for AI__LLM Apps & Copilots_ Open →](https://aibyos.com/use-cases/fabric-retail)