Autonomous agents
Goal-driven agents that plan, call tools, recover from failure, and complete real work end to end.
Agentic systems
We architect agents that ship.
Ukrsite designs, builds, and operates autonomous AI systems — with the engineering rigor of production software, not the theater of a demo.
What we build
Four disciplines, one delivery team.
We don't hand you a model and wish you luck. We own the system around it — from the agent loop to the API it lives behind.
AI assistants
Conversational copilots wired into your data, documents, and internal workflows — with guardrails that hold.
AI / ML engineering
Models trained, evaluated, and served — from first prototype to a production endpoint you can trust.
Software architecture
The resilient system around the intelligence: APIs, pipelines, observability, and a path to scale.
How we work
A pipeline, not a pitch deck.
Every engagement runs the same four stages — so you always know what's being decided and why.
01
Discover
Map the workflow, the data, and the single decision the agent must own.
02
Architect
Design the topology — agents, tools, guardrails, and fallbacks — before a line of glue code.
03
Build
Implement, evaluate against real tasks, and harden until the failure modes are boring.
04
Operate
Ship with monitoring and live evals, then improve on evidence — not vibes.
Signals
Read the instruments.
Representative figures from systems we run in production. We instrument everything we ship.
agents in prod
40+
tasks resolved / day
12k
eval pass rate
96%
platform uptime
99.9%
Start here
Bring us the workflow you
Bring us the workflow you
wish would run itself.
A 45-minute systems review: we'll sketch the agent topology, name the risks, and tell you honestly whether it's worth building.