# Custom LLM solution development

[VION Labs](https://vion-labs-v24.priontekai.chatgpt.site/en/services/llm)

AI assistants, knowledge bases, document processing and workflow automation built around language models.

## What can LLMs do for your business?

We develop solutions for your data, users and processes.

### AI assistants

Assistants for customers and employees.

Build an assistant for your use case: define its tasks, available knowledge, tools and rules for handing a question to a person.

### Knowledge bases

Search and answers from your documents.

Connect corporate documents and knowledge, retrieve relevant passages and provide answers with source references.

### Document processing

Extract data, compare and summarize.

Define the information to extract or compare and how the result should be presented to your staff and systems.

### Workflow automation

Scenarios connected to CRM and services.

Connect the language model with business logic and services: define stages, available actions and result checkpoints.

## LLMs within your company’s processes.

Connect the model, corporate data and business logic into one system.

- Model and architecture selection
- Data and knowledge connections
- CRM and service integration
- Quality evaluation and deployment

## From a task to LLMs in your product.

1. **Task and data** — Scenarios, sources and quality criteria.

2. **Prototype** — Model selection and evaluation on examples.

3. **Develop** — Knowledge, logic and integrations.

4. **Deploy** — Evaluation, launch and development.

We define the scope, timeline and cost after reviewing the task and data.