Moonlysoft is an agentic AI development company based in Cluj-Napoca, Romania. We design, build, and ship multi-agent systems that plan, decide, and act — wired into your real tools, data, and workflows.
Agentic AI goes beyond a single prompt-and-response. We build systems where specialised agents reason over a goal, break it into steps, call your tools and APIs, and coordinate with one another to get real work done.
Every system ships with human-in-the-loop checkpoints, guardrails, and full observability — so you stay in control as autonomy scales.
Specialised agents break a goal into steps, delegate to one another, and coordinate toward an outcome — far beyond a single prompt-and-response.
Agents read and write across your real stack — CRMs, databases, and internal APIs — so they actually get work done, not just describe it.
Approval checkpoints, overrides, and clear handoffs keep a human in the loop, so autonomy scales without losing accountability.
Tracing, evaluation suites, and policy limits wrap every decision — so each action an agent takes is visible, auditable, and reversible.
How we take an agentic concept from a first conversation to a system running in production — with you in the loop at every step.
We map your highest-leverage workflow and agree on what success looks like.
We architect the agent system — roles, tools, data flows, and guardrails.
We build a working agent against your real tools to prove value fast.
We add evaluations, observability, and human-in-the-loop controls.
We deploy to production and keep improving the system alongside your team.
Working with Moonlysoft felt like a real partnership, with them by our side from day one. We had an idea, one place for every opportunity in the NGO sector, and they made it real, simply and without complications
Working alongside Moonlysoft on our SaaS hotel reservation system has been an exceptional experience. Their technical expertise and dedication truly set them apart — they go beyond coding tasks, with remarkable communication that makes collaboration seamless and enjoyable. We wholeheartedly recommend them to anyone seeking a reliable, skilled, and committed partner.
From the very beginning, we appreciated the attention to detail and the way they understood the platform's concept — not only from a technical perspective, but also from the perspective of how it would be used in our day-to-day activity. The team was actively involved in defining the workflows and processes, offering valuable suggestions regarding the relationship between us, our clients, and our trainers.
Instead of a single model answering a prompt, an agentic system gives AI a goal, the ability to plan steps, call tools and APIs, and coordinate multiple specialised agents to complete real tasks — with checkpoints along the way.
A chatbot responds. An agent acts — it can read and write to your systems, trigger workflows, and make multi-step decisions. We focus on the "act" part, safely.
Every system ships with human-in-the-loop approvals, scoped permissions, policy guardrails, evaluation suites, and full tracing so you can see and audit every decision.
We start with a short discovery to map the highest-leverage workflow, prototype an agent against your real tools, then harden it for production with monitoring and guardrails.
We are model- and vendor-agnostic. We integrate with your existing stack — internal APIs, databases, and the LLM providers that fit your security and cost needs.
We work least-privilege by default: scoped credentials, managed secrets, encrypted connections, and full audit logging. Each agent only gets the permissions a task requires, and every action it takes is traceable and reversible.
Systems are built to scale horizontally — stateless services where possible, with queueing, rate-limiting, and caching so they absorb growing volume without a rewrite. We load-test the critical paths before launch and monitor them after.
Your data stays within your approved environment. We minimise what agents retain, support on-prem or private-cloud deployments, and never use your data to train third-party models without your explicit consent. As an ISO 9001 and ISO 27001 certified company, this is baked into how we work.
All data is encrypted in transit (TLS) and at rest with provider-grade encryption. We can keep processing inside your region or VPC, scope data residency to your requirements, and sign DPAs to meet GDPR and your internal compliance needs.
Both stand on their own, and both are the natural front door to a full engagement when the fit is there.
A focused look at one workflow or one business question. You get a one-page recommendation and a scoped proposal for what to build, or an honest answer that AI isn't the right fix yet.
Ask about the AI Diagnostic →A working session with your leadership team, on site or remote. We map how you operate today, pick the three highest-impact AI opportunities, and leave you a written summary. No commitment to further work.
Ask about the AI Readiness Workshop →Tell us the workflow. We'll map where agents add leverage — and what it takes to ship.
Book a discovery call →
