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Diagnosis
We clarify the goal, data, constraints, and success metric before choosing technology.
For product teams and companies deciding where AI creates value, what to build, and how to ship it.
AI consulting that turns an operational problem into a reliable system
From feasibility and data to prototype and deployment: practical technical direction for companies applying AI beyond the demo.
Discuss the problemWhere we help
- Technical feasibility and ROI assessment
- RAG, NLP, and process automation
- LLM architectures and local models
- Pipeline, data, and deployment audits
What your team receives
- Opportunity and risk map
- Architecture and implementation plan
- Measurable proof of concept
- Prioritized technical roadmap
From uncertainty to a verifiable delivery
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Technical proof
We reduce risk with a measurable prototype or a product vertical slice.
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Delivery
We build, integrate, and document a solution your team can maintain.
Projects that make the service concrete
Problems, constraints, architectures, and observable results: each project shows how we turn technical capability into a usable system.
Screeba
An AI product that turns lecture recordings into structured Word notes ready for study.
Read the case studyMirror
A Data Ops platform making ISTAT open data easier to use through documentation, APIs, search, and guided interfaces.
Read the case study2Sequel
An enterprise text-to-SQL interface designed to make data queryable without giving up control or auditability.
Read the case studyPeople, not a black box
Simone Zannini and Matteo Cese stay involved through analysis, development, and delivery. Roles, profiles, and CVs are public.
Questions before starting
Do you always start with an AI model?
No. We start from the decision or process to improve. If a deterministic solution is better, we say so.
Can you work with our internal team?
Yes. We can work alongside product and engineering, transferring decisions, code, and documentation.
Bring the problem, not a perfect specification.
We reply within two working days with the first technical questions and a sensible next step.
magosimo99@gmail.com