Stop paying people to do what an AI agent can run 24/7.

We build autonomous AI agents, enterprise RAG and production SaaS that cut manual work and API costs - measurable ROI, MVP in 7-14 days, and no vendor lock-in.

7-14 days
to a production MVP
up to -60%
on LLM & API costs
100%
you own the code
24/7
autonomous & monitored
How we help

What we automate for you

From cold outreach and lead qualification to searching your private data and running full products - we take repetitive, high-volume work off your team.

Autonomous B2B AI Agents & AI SDR

Complete automation of cold outbound pipelines and lead qualification. Agents monitor job openings, enrich decision-maker data via Apollo.io, write hyper-personalized pitches, and book calls directly to your calendar.

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Enterprise RAG & Private Knowledge

Domain-specific AI assistants trained on proprietary corporate documents and statutory databases. Battle-tested across 6,600+ statutory German laws with precise article citations and zero hallucinations.

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Modern Web & Desktop Engineering

Engineering lightning-fast web applications with Next.js 15 and Astro. Building lightweight cross-platform desktop applications using Tauri (Rust) and Electron with embedded local AI models.

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Production Portfolio

Client Case Studies & Live Deployments

Battle-tested systems operating across Europe with verified ROI metrics, clean architecture, and public domains.

AI & Customs Compliance · Live

KodCelny.pl - EU TARIC Customs Classifier

Challenge: Brokers spend hours cross-referencing tens of thousands of EU customs codes; wrong codes cause impoundment and penalties.

Solution: Next.js 15 + pgvector semantic matching over 100k+ binding WIT rulings, with multilingual (PL/EN/RU) ingestion.

98.6% accuracy · < 3sOpen Live →
Multi-Tenant SaaS · Live

Chill CRM - Agency PSA & Profitability

Challenge: Agencies lose up to 25% of billable revenue to scattered spreadsheets, unlogged overtime and manual invoicing.

Solution: Multi-tenant PSA with schema isolation, hierarchical rate cards, retainer forecasting and automated Stripe billing.

+28% margin · 15 h/wk savedOpen Live →

How We Engineer & Deploy Production Systems

01: Architecture Audit & MVP in 7-14 Days

We analyze your business bottleneck, design the multi-agent or scraping architecture, and deploy a functioning MVP into production to validate performance metrics immediately.

02: Production Integration & Cost Optimization

We configure containerized Docker environments, implement smart multi-tier prompt caching (-60% API bills), connect external APIs and databases, and cover code with rigorous automated tests.

03: 100% IP Ownership & SLA Maintenance

You take 100% ownership of the repository and server infrastructure. No vendor lock-in or recurring software licensing fees. We provide ongoing SLA monitoring and rapid scaling.

Transparent Engineering Pricing

Interactive Autonomous Agent Simulator

Estimate your project complexity using our AI assessment tool. Powered by local Qwen-2.5-3B-Instruct.

Engineering Philosophy & Culture

Who We Are & Why Clients Trust Us

“We do not build toy prototypes or fragile wrappers. We engineer industrial-grade autonomous systems that take over mission-critical business operations and run reliably 24/7.”

Valery Balabanets

Founder & Client Delivery

Denys Kucher

Denys Kucher

Lead AI Engineer

Ihor Bereteli

Senior Software Engineer

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