DOPEST.software: AI systems, RAG and process automation for large companies

RAG pairs a language model with search across your company's documents. Instead of answering from memory, the model first finds the relevant passages in procedures, contracts or manuals, then builds an answer from them with the source cited. That keeps answers current, verifiable and grounded in your own data.

It depends on the architecture we choose. We can work with cloud models under contracts that exclude your data from training, or deploy open source models on your own infrastructure so data never leaves the company. The decision is made together with your security team.

A prototype for one process usually costs several tens of thousands of PLN (roughly EUR 2,300 to 9,000) and a few weeks of work. A production deployment with integrations and security starts around 150,000 PLN (about EUR 35,000). Before starting, you get an estimate of both deployment cost and monthly running cost.

A prototype takes 3 to 6 weeks. Production deployment of the first process usually takes 3 to 5 months, including integrations and user testing. Later processes move faster since the infrastructure is already in place.

Yes, that's the default model. We define the architecture with your engineers, follow your security standards, and hand over code and documentation at the end. We can also maintain the system if you'd rather we did.

Claude, OpenAI models, Gemini, and open source models such as Llama and Mistral. We choose the model based on the task, the data and the budget, and design the system so switching models later doesn't require a rebuild.