Software architecture · AI automation · Cluj-Napoca
AI Automation Built Around Your Business.
We build the AI agents, n8n workflows, and MCP integrations that take the repetitive, unglamorous work off your team, so people spend their time on the parts of the job that need a human.
Experience across healthcare, insurance, fintech & SaaS
Published on DEV, YouTube & industry blogs
HIPAA · HL7 · FHIR experience
The stack we ship on
01 What we do
What We Do
Two ways to work with us: strategic consultancy when the decisions are expensive, and hands-on delivery when it's time to build. Often both.
01
Software Architecture & Technical Consultancy
A senior architect in your corner, without the full-time headcount. Independent system and architecture audits, technical due diligence, vendor code reviews, cloud and container readiness assessments, and costed modernization roadmaps. We produce written, data-driven reports executives can act on and engineers actually respect. Especially useful before acquisitions, major rebuilds, or any six-figure technical decision.
Architecture and system audits
Technical due diligence
Vendor code reviews
Cloud and container readiness
Costed modernization roadmaps
02
AI Automation, Agents & n8n Workflows
Production-grade automation, not demo-ware. We design n8n workflows, build custom agentic AI with LangGraph, and ship MCP servers that plug your internal tools straight into Claude, ChatGPT, and Copilot. Autonomous agents for support, invoicing, and back-office ops. Clean integrations between ERP, CRM, and AI that keep working on a Monday morning.
n8n workflows
LangGraph agents
MCP servers for Claude, ChatGPT and Copilot
Support, invoicing and back-office agents
ERP and CRM integrations
02 Fit
Is this you?
Most of our best engagements start with one of these.
Your SaaS stack has quietly become a spreadsheet with extra steps.
Ten tools, three of them half-used, and the real process still lives in someone's inbox. You need software that fits the way your team works.
02
You inherited a codebase and you're not sure if it's salvageable.
Maybe a previous agency, maybe a co-founder who left. You need a clear-eyed second opinion before you put another cent into it.
03
Your team spends half its week on work a computer should be doing.
Invoicing, triage, copy-pasting between systems, answering the same five questions. You're ready to automate but want it done properly, not with a fragile chain of scripts.
04
You're about to commit to a 6-figure build and want a second pair of eyes.
An independent architecture review before you sign. Vendor quotes decoded into plain English. A roadmap you can follow.
05
You know AI should be helping, but you don't know where to start.
Not another chatbot demo: automations and agents plugged into the systems you already run, with straight advice about what is worth doing and what is hype.
03 Capabilities
When Off-the-Shelf Software Stops Fitting
When the SaaS subscriptions stop adding up and the spreadsheets start creaking, it's time for something built around how your business works. Here's where we come in.
Custom Software, Built Around Your Workflow
One-size-fits-all fits nobody in particular. We design and ship software that matches the way your team operates, not the way a generic product wants you to.
AI Automation & Agentic Workflows
n8n orchestrations, LangGraph agents, and RAG pipelines that quietly handle the repetitive work in the background. Fewer tickets, fewer copy-paste jobs, more throughput.
MCP Integrations for AI-Ready Tools
We build Model Context Protocol servers that expose your internal systems to Claude, ChatGPT, and Copilot, so your team can use AI safely against the data that matters.
ERP, CRM & Data Integrations
We wire up the systems that should have been talking years ago. Clean data flows between ERP, CRM, and operational tools, plus dashboards that turn it into decisions.
Full-Stack Engineering
Frontend, backend, databases, APIs: we cover the whole build in Vue, React, Node, Python, PostgreSQL, Redis and MongoDB. One team owning the stack top-to-bottom means fewer seams for bugs to hide in.
Cloud, Platform Engineering & DevOps
AWS, Azure, GCP. Kubernetes, Terraform, CI/CD pipelines, infrastructure as code. We build the platform your app runs on so deploys are boring, environments are reproducible, and on-call isn't a horror story.
Security, SecOps & Compliance
Security built in from day one, not bolted on before the audit. Threat modelling, least-privilege access, secret management, dependency hygiene, and the paper trail to prove it. Comfortable working under HIPAA, SOC 2, and enterprise security review.
Architecture & System Design
Monolith, microservices, event-driven or serverless: we pick the shape that matches your scale, your team, and your budget, not the one that looks impressive in a talk. Clear boundaries, clean contracts, documentation a human can read.
Industry Experience That Transfers
Healthcare (HIPAA, HL7, FHIR), insurance, fintech, logistics, SaaS. Different industries share the same underlying problems, and the patterns that solve them carry over.
The Idea You Haven't Built Yet
Got a weird integration, a backlog of 'we should automate this', or a product idea that no vendor covers? Tell us about it. The interesting work tends to start with a messy whiteboard.
No mystery, no 40-page Statements of Work. Here is what working with us looks like.
01
30 min · free
Discovery Call
A 30-minute conversation. You describe what's slow, broken, or blocking. We ask the awkward questions. No deck, no pitch, no obligation. If we're not the right fit, we'll say so and point you at someone who is, when we know one.
02
1–2 weeks · fixed fee
Architecture & Scoping
A short, paid deep-dive of one to two weeks. You get a written architecture recommendation, a risk list, and a costed roadmap. This alone is often the most valuable thing clients buy from us.
03
2-week cycles
Build, Automate, Integrate
Delivered in short, visible iterations: two-week cycles with working software at the end of each. We work in the open: shared backlog, shared repo, direct access to the engineers.
04
Optional retainer
Handover & Keep-The-Lights-On
You get clean code, documentation a human can read, and a team that's trained to own it. We stick around on a light retainer if you want ongoing architectural guidance, or step fully out. Your call.
05 Engagements
Ways to Work With Us
Pick the engagement shape that fits the problem. We'll tell you which one you probably need.
Typical first step
Discovery Sprint
teams with a fuzzy problem and a real deadline.
A focused one-to-two week engagement to turn a vague brief into a concrete plan. You walk away with an architecture recommendation, a costed roadmap, and a clear go/no-go.
Fixed fee · scoped up front
Architecture Review
existing systems, vendor proposals, or pre-build sanity checks.
We review your codebase, infrastructure, or an incoming quote and give you a plain-English report: what's solid, what's risky, what to fix first, and what it'll cost.
Fixed fee · 1–2 weeks
System & Architecture Audit
due diligence, pre-acquisition, or deep technical forensics across a product suite.
A multi-week, independent deep-dive across architecture, codebase, CI/CD, security posture, and cloud-readiness. Delivered as a structured written report for executive stakeholders: technical risks, modernization gaps, and prioritized recommendations, backed by evidence.
Fixed fee · 3–12 weeks
Fractional Architect Retainer
founders and SMEs without a full-time technical lead.
Ongoing senior technical leadership on a monthly retainer. You get a CTO-level adviser on call for hiring, architecture, vendor calls, and the decisions that are expensive to get wrong.
Monthly retainer · flexible scope
Fixed-Scope Build
automations, integrations, and well-defined features.
You know what you need. We scope it, quote it, and ship it in four to twelve weeks, with working software demoed every fortnight.
Fixed quote after discovery
Ongoing Delivery Partner
longer builds and teams that want a steady senior partner.
A small, senior pod working alongside your team on a rolling basis. Great for modernization, platform work, and anything that needs architectural consistency over months, not weeks.
Every engagement is led end-to-end by a senior software architect: the same person on the discovery call, in the design doc, and on the pull requests. No handoff to a junior delivery team, no layer of account managers translating between you and the build.
Deep n8n Expertise, Serious About AI
Extensive production experience in n8n, LangGraph, MCP, and the wider agentic AI stack. We pick the right tool for the job instead of forcing every problem into the same framework.
Enterprise Experience, Startup Pace
Patterns learned on large-scale enterprise systems, applied at the speed a smaller team needs. Secure, scalable, and not over-engineered.
Small Team, Direct Access
You talk to the people doing the work. Decisions happen in hours, not change-request cycles. Lean on purpose, so your budget goes into outcomes instead of overhead.
AI-Accelerated Delivery
We use AI to move faster where it helps (code scaffolding, research, testing) and keep humans in charge of the parts that matter. You get more software, sooner, without the usual quality trade-off.
I help teams across industries design and deliver custom software that is secure, scalable, and built around real operational needs. My work combines architecture consulting with hands-on delivery through a trusted network of engineers, so you can ship without hiring a full team first.
Let's Talk About the Work You'd Rather Not Do Manually.
Tell us what's slow, brittle, or eating your team's week. We'll tell you whether automation, an AI agent, or a proper architecture rethink is the right call, and what it would take.
Get Started In 4 Easy Steps
1
Reach Out
Email us or fill out the contact form describing your project requirements.
2
Discovery Call
We'll schedule a discovery call to discuss your vision and goals.
3
Get a Quote
Get a tailored proposal outlining the recommended solutions, timeline, and cost.
4
We Start Building
Once you're ready, we kick off the development process and keep you updated every step of the way.
We're a small software consultancy. Two things we do well: help you make the big technical decisions (architecture, stack, vendors, scaling), and build the software and automations that come out of those decisions. Think senior engineering partner rather than body-shop agency.
Who do you work with?
Founders and SMEs who've outgrown spreadsheets and SaaS duct tape, scale-ups that need a senior hand on the architecture, and established companies that want to modernize operations without a year-long transformation project. Industry-wise we've shipped work in healthcare, insurance, fintech, logistics, and SaaS.
How is this different from hiring an agency or a dev shop?
You talk to the people doing the work. No layered account managers, no pitch-deck team handing you off to juniors. Engagements are led by a senior software architect, delivered by a small trusted network, and sized to the outcome — not to fill a bench.
Do you only do AI work?
No. AI and automation are a big part of what we do because that's where most of the quick wins are right now, but the core of the business is solid software architecture and custom development. Sometimes the best answer is a better database schema, not an AI agent.
How do engagements typically start?
With a short discovery call: no deck, no hard sell. We want to understand what is slow, brittle, or blocked. From there you get one of three things: a fixed-scope project proposal, a retainer for ongoing architectural guidance, or an honest 'you don't need us for this' and a pointer in the right direction.
How much does a project cost?
It depends on scope and on how involved you want us to be. Discovery sprints, reviews and audits are fixed-fee and scoped up front. Builds get a fixed quote once discovery has defined them. Advisory and delivery partnerships run on a monthly retainer. Every proposal lists the deliverables, what is out of scope and how each deliverable will be accepted. We'd rather quote accurately than quote fast.
How quickly can you start?
Discovery calls usually happen within the week. For smaller automation or advisory work we can often start within two weeks. Larger builds are planned around your timeline and ours. We deliberately keep the active client list small so the people you meet are the ones actually doing the work.
Will you work with our existing team and tools?
Almost always, yes. Most of our work augments an in-house team rather than replacing it. We adapt to your stack, your processes, and your codebase; we're not here to rewrite everything in our favorite framework.
What about security, compliance, and data protection?
Taken seriously by default. We've worked under HIPAA in healthcare and inside the security expectations of large regulated enterprises. NDAs are standard, data stays where it should, and we're comfortable operating in environments where audit trails and access control aren't optional.
Do you have a preferred automation platform?
We use n8n heavily because it provides the right balance of power and transparency for most business automation. That said, we're not religious about tools. If a project is better served by a custom workflow engine, a LangGraph agent, or even plain code, that's what we'll recommend.
We're not sure what we need yet. Is it too early to talk?
That's the best time to talk. A 30-minute call before you commit to a direction tends to save months of rebuilding later. Bring the problem, not a spec, and we'll help you figure out the shape of the solution.
