Artificial Intelligence
AI in production: chatbots in MoreCRM, image analysis in photo services. Systems that pay back in 4-6 months — not buzzword deliverables.
Free ConsultationChatbots and AI assistants (LLM, RAG)
Document analysis and data extraction
Recommendation and personalization systems
Predictive business analytics
Decision process automation
AI integration with existing systems
How we work
Technologies
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40+ systems in production. SaaS, PWA, Enterprise and GovTech platforms — architecture built around your processes.
Custom Software
Avg. 30% maintenance cost reduction post-audit. We map technical debt and show where your system blocks growth.
Consulting & IT Audits
ROI in weeks, not months. We eliminate manual work and human error where repetition costs you money.
Process Automation
Lighthouse 100/100 as standard. Sites and stores optimized for conversion, Core Web Vitals and SEO.
Websites & E-commerce
15+ rescued projects. We step in, stabilize and deliver — specializing in takeovers from failed teams.
Rescue Missions
Questions we answer before you ask them.
It depends. Default: OpenAI / Anthropic / Gemini via API — fastest to ship, low operating cost. Local models (Llama, Mistral via Ollama / vLLM) when compliance demands it (public sector, sensitive data) or when volume makes API costlier than self-hosted infra.
Provider APIs (OpenAI Enterprise, Anthropic, Gemini) offer no-training modes and DPAs. For compliance-heavy projects we filter PII before sending + use a local model for sensitive data. Every AI integration goes through a privacy review before production.
Assist. Every AI system we ship has a human in the loop — the agent proposes, the human accepts (graceful degradation). That's how Textio (our AI product) works: it generates, an editor approves, the system publishes. If you want "AI that replaces" — we pass.
Operating cost = API tokens + infrastructure. For a mid-size system (10k queries/mo, GPT-4 class): PLN 200-800/mo. At scale (100k+/mo) we consider fine-tuning + caching; cost drops to PLN 100-300/mo. We model this before shipping.