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AI & Data Science

AI and data science

We build and deploy machine learning and AI-powered features, with attention to quality, privacy and cost.

About ai & data science

AI is most useful when it solves a specific problem inside a product or process. That takes good data, careful testing and a plan for running the model after launch.

Soch Tech builds machine learning models and applications that use large language models (LLMs), and integrates them into web and mobile products. We evaluate quality, cost and safety, and we take data protection seriously.

We are straightforward about what AI can and cannot do. If a simpler approach will work, we will say so.

Scope

What this covers

  • Machine learning models built and evaluated on your data.

  • LLM applications such as search, assistants and document workflows.

  • Retrieval-augmented generation (RAG) over your own documents.

  • Deployment, monitoring and updating of models.

  • Privacy and security practice for data used by AI.

Process

How we deliver

  1. 01

    Planning and Requirement Analysis

    We define the problem and check that the data can support it.

  2. 02

    Design and Architecture

    We build a prototype and evaluate it honestly.

  3. 03

    Development and Coding

    We integrate and deploy the solution with monitoring.

  4. 04

    Testing and Deployment

    We review results with you and improve it over time.

AI & Data Science: common questions

Do we need a lot of data to start?

It depends on the problem. Some LLM-based features need little training data, while custom models need more. We check this first.

Is it safe to use our data with AI services?

It depends on the service and how it is set up. We look at data protection requirements, including GDPR, as part of the design. This is not legal advice.

Can you add AI to an existing product?

Often yes, through APIs and services connected to your current application.

How long does it take?

It depends on scope. We confirm after requirements analysis, once we understand what you need.

How much does it cost?

We do not publish fixed prices because every project differs. Contact us with your requirements and we reply with a clear next step.

Our other services

Let’s build it

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Tell us what you want to automate, build or secure. We reply with a clear next step.