We build autonomous AI agents and software MVPs that run on your infrastructure.
No vendor lock-in. You own everything.
What we do
01
30-minute process audit. Working prototype in 5 days. Full deployment in 2 weeks.
02
Runs on your infrastructure. No data leaving your perimeter.
03
Purpose-built for your workflow. You own the system. Walk away anytime.
Selected work
Designed and deployed automated ingestion and normalization pipelines that gave AI agents a clean, structured view of the business — powering both internal tooling and customer-facing products from a single data foundation.
Processed 3 million public corporate records spanning 20 years for a major European economy. Built an end-to-end AI pipeline for language normalization, data standardization, and structured insight extraction — at national scale.
Integrated a semantic embeddings layer into a massive, high-traffic chatbot. Dramatically improved answer precision and cut time-to-market for new content — turning keyword matching into genuine understanding.
Use cases
Orders, inventory, supplier comms — every workflow your ops team dreads. Agents handle the volume, humans handle the exceptions.
Agents resolve tickets, respond to emails, and escalate only what needs a human. 24/7, every language, instant response.
Invoices, contracts, compliance docs — routed, read, and filed by an agent in seconds. 24/7, zero errors, no human in the loop.
Agents query your databases, build the report, and deliver it before anyone asks. No spreadsheets, no manual pulls, no delays.
New hire to fully provisioned in minutes. Accounts, access, training schedule — handled automatically. No tickets, no waiting on IT.
Lead enrichment, follow-ups, CRM hygiene, proposal generation. Your sales team sells instead of doing data entry.
Technologies
Qwen, Gemma, Llama, DeepSeek and Mistral running on your own GPUs. Quantized and optimized to fit your hardware. No per-token bill, no data leaving.
Answers grounded in your documents, with citations and per-user permissions. Measured for precision before it reaches production.
Multi-agent orchestration that operates your ERP, CRM and inbox. Every action logged, human approval where it matters.
Classify, route, rank and approve with calibrated probabilities instead of free text. Milliseconds per decision, auditable, a fraction of LLM cost.
OCR, object detection, speech-to-text and natural voices. All on-prem, in every language.
GCP, AWS, Azure or your own servers. Containerized, monitored and handed over to you.
Pay once. Run forever.
You own it.