Production engineering, applied to agents.
Elicon is an AI operations and engineering firm for regulated industries. Elicon’s founding engineers have spent two decades building systems where failure is expensive — trading networks, exchanges, underwriting platforms, gaming servers and data centers. We bring that discipline to agents.
TWO MODELS
How we work with clients.
WE RUN IT
Managed products: you connect your tools and choose an outcome, and we operate the workflow on agents, with your people handling the exceptions.
Products →WE BUILD IT
Engineering services: agent systems, AI products and production hardening, built in your repository and handed to your team.
Services →EXPERIENCE
Where our engineers come from.
INVESTMENT BANKING
Designed and engineered network and software infrastructure for ultra-low-latency equities and FX trading.
Capital Markets & Brokerage →AGENTIC AI
Built large-scale agentic AI systems for investment banks and brokers.
Capital Markets & Brokerage →EXCHANGES AND DIGITAL ASSETS
Built forex and crypto exchanges and DeFi investment systems.
Exchanges & Digital Assets →INSURANCE
Built underwriting systems for insurance companies and the agents who sell their policies.
Insurance →ONLINE GAMING
Built ultra-low-latency game servers and online gaming platforms.
iGaming →MANAGED SERVICES
Built systems, servers and data centers for managed service providers.
IT & Managed Services →
WHY AGENTS
AI-native isn’t a feature you ship.
It’s what’s left when the coordination work stops being human work. Agents don’t just do the task faster — they delete the queue the task was sitting in. The result is a different operating model, not just a faster one.
.01
The overhead disappears
Approvals, chasing, rekeying the same data into a third system. Nobody was hired to do that work, and an agent does it without being reminded.
.02
Work stops waiting
Processes that stalled between three inboxes run continuously. Your people handle the exceptions instead of the queue.
.03
Capacity without headcount
Output grows without adding people — and without adding the coordination layers that new people bring with them.
We’ll tell you which of your processes is worth handing to an agent — and which isn’t.
PRINCIPLES
What we hold to.
People keep the decisions that matter
Agents take the repetitive, verifiable work. Anything irreversible, regulated or sensitive goes to a person, with the context attached.
Boundaries are written down
What an agent may do, must escalate and may never touch is agreed in writing before anything goes live, and enforced in code.
Claims are measured
Quality, cost and escalation rates are numbers we track. If we can't measure something, we don't claim it.
Confidentiality by default
Client engagements stay confidential. That's why this site describes our experience by kind of work rather than by client name.
LOCATION
Cyprus-based, working EU-wide.
Elicon is based in Cyprus and works with clients across the EU. Contracts are under Cyprus law, and our managed products process and store client data in the EU only.
CONTACT
Talk to an engineer, not a salesperson.
Tell us what you're dealing with. An engineer reads every message and replies within one business day.
Talk to an engineer →