AI Integrations
Chatbots, RAG, LLM agents. We embed AI into your workflows - where it actually saves money and time.
AI that works in prod, not just in demos
We build custom chatbots that understand your business context and communicate with customers in natural language. These aren't template responses - they're full-fledged AI assistants trained on your data: knowledge base, documentation, and support history.
RAG systems (Retrieval-Augmented Generation) enable AI to work with your company's up-to-date information. The model doesn't hallucinate - it looks for answers in verified sources: corporate documents, databases, and internal service APIs.
Automating routine processes with LLMs cuts time spent on request processing, ticket classification, report generation, and data analysis. We integrate AI into your existing workflows without the need to rebuild your infrastructure.
LLM product integration means embedding artificial intelligence capabilities directly into your applications, CRM systems, internal portals, and customer-facing services via OpenAI, Claude, and open-source model APIs.
Key facts
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Processing time reduction Up to 80% of routine tasks automated
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Answer accuracy RAG approach eliminates model hallucinations
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Drop-in integration We embed AI into your existing infrastructure
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24/7 without human involvement Chatbots work around the clock
Stack & tools
Как мы работаем
We analyze business processes, identify automation opportunities, evaluate data, and select the optimal model.
We build a working prototype: prompt engineering, knowledge base connection, and initial tests with real data.
We embed the solution into your systems: CRM, messengers, internal portals, API gateways. We set up data pipelines.
We validate answer quality, edge cases, and run load tests. We calibrate prompts and model confidence thresholds.
We deploy to production: containerization, environment setup, fault tolerance, and auto-scaling.
We track answer quality, token costs, and response times. Regular fine-tuning and system optimization.
Discovery
Prototype
Integration
Testing
Deployment
Monitoring
AI can save you money. Starting now.
Describe the process you want to automate - we'll show you how and how much it saves.
Get in touch