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.
Book a Free Consultation →Five core capability areas. Each one a deep specialization — not a checkbox.
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.
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.
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.
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.
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.
Selected engagements. Real outcomes.
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%.
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.
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.
Demos over slides. We ship working prototypes fast — typically days, not weeks. The right way to validate before committing to full-scale engineering investment.
Engineering pods scaling to tens of engineers for ambitious builds. Full project ownership from architecture to deployment, with shared context across the entire team.
On-premise deployment for regulated industries. No vendor lock-in, no data leaving your infrastructure, no compromise on compliance. Full stack from model selection to production.
For open-ended, complex projects we work in 10-day sprints with a dedicated pod of 1–4 AI engineers. Teams are based in Europe or nearshoring from Mexico and Argentina — same quality bar, full async transparency.
Environment, architecture, scaffolding
Build, integrate LLMs, iterate on quality
Testing, edge cases, demo prep
Align on goals at sprint start. Pod assembled, context shared, scope locked.
No standups. Progress shared async. Full visibility without the overhead.
End-of-sprint demo, direct feedback loop, scope next sprint together.
We keep a bench of independent AI builders and add to it whenever we meet someone who fits. No hiring rounds. If that's you, the door is open.
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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