m.
mescio
IT
What we do

Technical
services

Three concrete ways to reduce technical complexity, manual work and risk: audits, software development and AI automation.

Software architecture and technical systems
consulting · development · applied AI
01
Technical audit & fractional CTO

Code, infrastructure and process analysis. Clear priorities for founders and teams who need to decide what to fix first.

AuditFractional CTORoadmap
02
Software Development

Backend, APIs, web apps, integrations and WordPress plugins. Documented, transferable, production-ready code.

TypeScriptPythonAPI
03
AI Automation

AI workflows, RAG and agents only when they actually reduce repetitive tasks, errors or operational time.

AgentsRAGLLM

Architecture & CTO

Code analysis and architecture

We start from real code, processes and constraints. At the end of an audit you know what is blocking the product, which risks are building up and which fixes have the biggest business impact.

Codebase and system audit
Technical roadmap with explicit priorities
Team mentoring and code review
Data-informed stack decisions

Software for production

We build tools your team has to use every day: backends, dashboards, APIs, WordPress plugins and integrations between CRM, ecommerce, ERP and SaaS tools.

Full-stack web applications with tests
Documented REST and GraphQL APIs
CRM / ERP / SaaS integrations
Advanced WordPress plugins and themes
Software development and code

AI systems with guardrails

Production AI agent architecture
INPUT data / request VALIDATION guardrails logging error handling LLM MODEL tool use / RAG memory OUTPUT verified · logged MONITORING / FEEDBACK LOOP
AI and automation in production

AI makes sense when it enters a measurable workflow: classifying requests, drafting replies, searching documents, enriching data or assisting operators. Every automation needs logs, fallbacks and quality criteria.

Agents with memory and tool use
RAG pipelines with reranking
n8n / Make automations on LLMs
Evaluation and quality checkpoints

The process

01 · Analysis
Understand the system

Free first call. We read the code, processes and real constraints before any proposal.

02 · Proposal
Precise scope

Defined milestones, detailed budget, written acceptance criteria. No surprises.

03 · Build
Code in production

Git from day one, continuous deployment, weekly updates. The code is yours.

04 · Verify
Explicit criteria

Each milestone verified against agreed criteria. Documented, transferable.

30 minutes free, no commitment.

Tell us the problem. We'll figure out if we can help — and if not, we'll say so straight away.

Book the call
Got a real technical problem?

Tell us what you want to simplify or build. We reply with a direct opinion within 48 hours.

Write to us