AI Factory

We Build What Matters

From POC and MVP development to dedicated engineering pods for high-ambition projects. We use AI to achieve hyper-acceleration, delivering results in days instead of weeks.

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What We Build

Five core capability areas. Each one a deep specialization — not a checkbox.

Agents & Agentic Systems

Multi-agent architectures with MCP, tool use, real-time context and memory. From customer support voice agents handling 700K+ interactions to autonomous security scanners operating 24/7 — we build systems that act, not just respond.

RAG & Knowledge Systems

Semantic retrieval across Confluence, Jira, codebases, PDFs, and any structured or unstructured data source. Context-aware answers from disconnected systems, with compliance guardrails built in from day one.

AI Automations

Complex multi-step workflows with n8n, Zapier, Make and custom solutions. Engineering-grade reliability, not drag-and-drop fragility. We build automations that handle edge cases, fail gracefully, and scale.

Custom Fine-Tuned Models

Faster, smarter, cheaper than prompting mainstream models for specialized tasks. SFT and RLHF for domain-specific intelligence at a fraction of the cost. Your data, your model, your competitive moat.

Private & Sovereign LLM Deployment

Open-source LLMs on private or on-premise infrastructure. Data never leaves your environment. For industries where that's not optional — finance, healthcare, defense, legal — this is the only acceptable architecture.

Case Studies

Selected engagements. Real outcomes.

Multinational drink & brewing company

Agentic Voice Customer Support

Replaced static IVR bots serving 700K+ customers across 8 countries with context-aware agentic voice. Full RAG integration with CRM, billing, and logistics systems. 6 languages, sub-second response time, 24/7 availability. Escalation accuracy exceeded human routing by 34%.

Brazilian InsurTech startup

Automated Agentic Cyber Scans

Multi-agent security system with sandboxed execution environments. No-code interface enabling non-technical security leads to configure and deploy agents. 10x asset coverage, 24/7 monitoring, 1/10th the time to insight compared to manual processes.

Leading Nordic bank

SW Engineering Support Agents

Context-aware engineering agent deployed across Confluence, Jira, runbooks and internal wikis. Semantic RAG with strict compliance guardrails for financial regulation. 5x faster knowledge retrieval, 3x faster developer onboarding, 0 compliance incidents in first 6 months.

Three Modes of Delivery

Let's Build Something

Have a POC in mind? A system that needs to scale? A problem that no off-the-shelf tool solves? Book a call and let's scope it out. We'll give you a direct read on feasibility, timeline, and approach.

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