FACILITY ONLINE · ACCEPTING DIRECTIVES
Muza Mechanica is an engineering workshop for the age of AI. We design, build and run custom software, intelligent agents and automations that take the routine off your team. Your people get their hours back for the work only humans can do.
Every company has a soul: its people. Every company also has a machine: its routine. Too often the soul spends its days feeding the machine.
We reverse that. We study how your company actually works, find the hours lost to copying, checking, reporting and answering the same questions, and build machines that do it for you, quietly and reliably, around the clock. What's left for people is judgement, creativity and care. That's the part worth keeping.
From a single automated report to a full AI-driven platform. One team, one standard, from first sketch to production.
Web and mobile applications, internal tools, client portals and SaaS products. Architecture, design, code, testing, release. You own the code and the IP.
LLM-powered agents that read documents, answer customers, qualify leads and take real actions in your systems, with guardrails, audit logs and human sign-off where it matters.
We map the repetitive work (data entry, approvals, reconciliations, weekly reports) and hand it to machines that run 24/7 and never make the same mistake twice.
We connect CRM, ERP, accounting, messengers and spreadsheets into one working mechanism, and turn scattered data into live dashboards you can actually decide with.
Cloud infrastructure, DevOps, monitoring, security and support, so that everything we build (and everything you already run) keeps turning.
Let the robots
do the routine
No five-year plans. Five steps, each with a clear result you can see, test and sign off on.
We sit with your team and log every repetitive task. You get a map of your routine and what it costs in hours and money.
Architecture, priorities and a fixed estimate. The automations with the highest return go first.
A working machine on your real data. You test it in daily work, we tune it until it earns its place.
Hardened, secured, integrated and documented. Your team is trained, and the old routine is switched off.
We monitor, improve and extend. The machine keeps learning, and the list of things it handles keeps growing.
Every department has a routine. Here is what it looks like before and after the workshop.
BEFORE · Managers copy leads into the CRM by hand and call them back hours later.
AFTER · An agent qualifies, enriches and routes every lead within a minute, with a summary for the manager.
BEFORE · The same fifty questions, every day, in every channel.
AFTER · An AI agent resolves first-line tickets and hands the rest to a human with full context.
BEFORE · Invoices and acts retyped from PDFs into accounting.
AFTER · Documents are read, checked against contracts and posted automatically.
BEFORE · The weekly report eats a whole day of an analyst's time.
AFTER · Reports assemble themselves overnight and land in your messenger by 9:00.
BEFORE · Onboarding is a pile of forms, accounts and forgotten access.
AFTER · New hires get accounts, documents and a personal guide on day one, automatically.
BEFORE · The numbers live in ten systems and nobody trusts any of them.
AFTER · One live dashboard, fed from every source, with an assistant you can ask in plain language.
Four rules that every machine leaving the workshop must pass. Non-negotiable, written into every contract.
Everything we build belongs to you: source, models, documentation. No lock-in, no hostage situations.
Agents act within clear limits. Critical decisions always go to a person, and every action is logged.
Your data stays in your perimeter. Need models that never leave your servers? We deploy them on-premise.
Fixed scope per stage, measurable results, and a clear answer when something should not be automated at all.
Tell us what eats your team's time. We reply within one working day with questions, a first idea and an honest view of whether automation is worth it.
