# Sviluppo AI su Misura per Aziende Italiane | Morfex

> Costruiamo agenti AI, automazioni e modelli di machine learning per aziende italiane. Prototipo in 2-4 settimane, sistema in produzione in 6-8.

URL: https://www.morfex.it/ai/

Sviluppo AI per Aziende Italiane

# Agenti AI e automazioni  
su misura

Dal primo brief a un sistema operativo in 6-8 settimane. Si integra con i tuoi strumenti, risolve problemi reali, scala con te. Niente slide deck infiniti.

[Parlaci del tuo progetto →](/contact) [Confronta gli strumenti AI](/ai/comparisons/)

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Settori in cui implementiamo l'AI

### Sanità

Diagnostica assistita, trascrizione medica e ottimizzazione percorsi clinici

### Finanza

Rilevamento frodi, risk assessment e compliance automatizzata

### Legal

Analisi documentale, ricerca giuridica e review contratti con AI

### Marketing

Segmentazione predittiva, generazione contenuti e ottimizzazione campagne

### E-Commerce

Motori di raccomandazione, pricing dinamico e personalizzazione

### Education

Tutoring adattivo, valutazione automatica e percorsi personalizzati

### Manifattura

Quality control visuale, manutenzione predittiva e ottimizzazione produzione

### Assicurazioni

Automazione claims, valutazione rischio e rilevamento frodi

### HR

Screening CV intelligente, matching candidati e analisi turnover

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Alcuni dei modelli AI in cui siamo specializzati

![ChatGPT](data:image/svg+xml,%3c?xml%20version='1.0'%20encoding='iso-8859-1'?%3e%3c!--%20Generator:%20Adobe%20Illustrator%2026.1.0,%20SVG%20Export%20Plug-In%20.%20SVG%20Version:%206.00%20Build%200\)%20--%3e%3csvg%20version='1.1'%20id='Tone'%20xmlns='http://www.w3.org/2000/svg'%20xmlns:xlink='http://www.w3.org/1999/xlink'%20x='0px'%20y='0px'%20viewBox='0%200%2050%2050'%20style='enable-background:new%200%200%2050%2050;'%20xml:space='preserve'%3e%3cg%20id='Line'%3e%3c/g%3e%3cpath%20d='M45.403,25.562c-0.506-1.89-1.518-3.553-2.906-4.862c1.134-2.665,0.963-5.724-0.487-8.237%20c-1.391-2.408-3.636-4.131-6.322-4.851c-1.891-0.506-3.839-0.462-5.669,0.088C28.276,5.382,25.562,4,22.647,4%20c-4.906,0-9.021,3.416-10.116,7.991c-0.01,0.001-0.019-0.003-0.029-0.002c-2.902,0.36-5.404,2.019-6.865,4.549%20c-1.391,2.408-1.76,5.214-1.04,7.9c0.507,1.891,1.519,3.556,2.909,4.865c-1.134,2.666-0.97,5.714,0.484,8.234%20c1.391,2.408,3.636,4.131,6.322,4.851c0.896,0.24,1.807,0.359,2.711,0.359c1.003,0,1.995-0.161,2.957-0.45%20C21.722,44.619,24.425,46,27.353,46c4.911,0,9.028-3.422,10.12-8.003c2.88-0.35,5.431-2.006,6.891-4.535%20C45.754,31.054,46.123,28.248,45.403,25.562z%20M35.17,9.543c2.171,0.581,3.984,1.974,5.107,3.919c1.049,1.817,1.243,4,0.569,5.967%20c-0.099-0.062-0.193-0.131-0.294-0.19l-9.169-5.294c-0.312-0.179-0.698-0.177-1.01,0.006l-10.198,6.041l-0.052-4.607l8.663-5.001%20C30.733,9.26,33,8.963,35.17,9.543z%20M29.737,22.195l0.062,5.504l-4.736,2.805l-4.799-2.699l-0.062-5.504l4.736-2.805L29.737,22.195z%20M14.235,14.412C14.235,9.773,18.009,6,22.647,6c2.109,0,4.092,0.916,5.458,2.488C28,8.544,27.891,8.591,27.787,8.651l-9.17,5.294%20c-0.312,0.181-0.504,0.517-0.5,0.877l0.133,11.851l-4.015-2.258V14.412z%20M6.528,23.921c-0.581-2.17-0.282-4.438,0.841-6.383%20c1.06-1.836,2.823-3.074,4.884-3.474c-0.004,0.116-0.018,0.23-0.018,0.348V25c0,0.361,0.195,0.694,0.51,0.872l10.329,5.81%20L19.11,34.03l-8.662-5.002C8.502,27.905,7.11,26.092,6.528,23.921z%20M14.83,40.457c-2.171-0.581-3.984-1.974-5.107-3.919%20c-1.053-1.824-1.249-4.001-0.573-5.97c0.101,0.063,0.196,0.133,0.299,0.193l9.169,5.294c0.154,0.089,0.327,0.134,0.5,0.134%20c0.177,0,0.353-0.047,0.51-0.14l10.198-6.041l0.052,4.607l-8.663,5.001C19.269,40.741,17.001,41.04,14.83,40.457z%20M35.765,35.588%20c0,4.639-3.773,8.412-8.412,8.412c-2.119,0-4.094-0.919-5.459-2.494c0.105-0.056,0.216-0.098,0.32-0.158l9.17-5.294%20c0.312-0.181,0.504-0.517,0.5-0.877L31.75,23.327l4.015,2.258V35.588z%20M42.631,32.462c-1.056,1.83-2.84,3.086-4.884,3.483%20c0.004-0.12,0.018-0.237,0.018-0.357V25c0-0.361-0.195-0.694-0.51-0.872l-10.329-5.81l3.964-2.348l8.662,5.002%20c1.946,1.123,3.338,2.937,3.92,5.107C44.053,28.249,43.754,30.517,42.631,32.462z'/%3e%3c/svg%3e)

ChatGPT

![Claude](/_astro/claude.BbQ028DO.svg)

Claude

![Gemini](data:image/svg+xml,%3c?xml%20version='1.0'%20encoding='iso-8859-1'?%3e%3c!--%20Generator:%20Adobe%20Illustrator%2029.4.0,%20SVG%20Export%20Plug-In%20.%20SVG%20Version:%209.03%20Build%200\)%20--%3e%3csvg%20version='1.1'%20baseProfile='basic'%20id='Layer_1'%20xmlns='http://www.w3.org/2000/svg'%20xmlns:xlink='http://www.w3.org/1999/xlink'%20x='0px'%20y='0px'%20viewBox='0%200%2048%2048'%20xml:space='preserve'%3e%3clinearGradient%20id='SVGID_1_'%20gradientUnits='userSpaceOnUse'%20x1='3.906'%20y1='3.906'%20x2='45.4284'%20y2='45.4284'%3e%3cstop%20offset='0'%20style='stop-color:%23CA5DF5'/%3e%3cstop%20offset='0.0357'%20style='stop-color:%23C05FF4'/%3e%3cstop%20offset='0.2935'%20style='stop-color:%23806CEA'/%3e%3cstop%20offset='0.528'%20style='stop-color:%234D77E3'/%3e%3cstop%20offset='0.7312'%20style='stop-color:%23297FDD'/%3e%3cstop%20offset='0.8954'%20style='stop-color:%231283DA'/%3e%3cstop%20offset='1'%20style='stop-color:%230A85D9'/%3e%3c/linearGradient%3e%3cpath%20style='fill:url\(%23SVGID_1_\);'%20d='M46.117,23.081l-0.995-0.04H45.12C34.243,22.613,25.387,13.757,24.959,2.88l-0.04-0.996%20C24.9,1.39,24.494,1,24,1s-0.9,0.39-0.919,0.883l-0.04,0.996c-0.429,10.877-9.285,19.733-20.163,20.162l-0.995,0.04%20C1.39,23.1,1,23.506,1,24s0.39,0.9,0.884,0.919l0.995,0.039c10.877,0.43,19.733,9.286,20.162,20.163l0.04,0.996%20C23.1,46.61,23.506,47,24,47s0.9-0.39,0.919-0.883l0.04-0.996c0.429-10.877,9.285-19.733,20.162-20.163l0.995-0.039%20C46.61,24.9,47,24.494,47,24S46.61,23.1,46.117,23.081z'/%3e%3c/svg%3e)

Gemini

![Llama](data:image/svg+xml,%3c?xml%20version='1.0'%20encoding='iso-8859-1'?%3e%3c!--%20Generator:%20Adobe%20Illustrator%2025.4.1,%20SVG%20Export%20Plug-In%20.%20SVG%20Version:%206.00%20Build%200\)%20--%3e%3csvg%20version='1.1'%20id='Layer_1'%20xmlns='http://www.w3.org/2000/svg'%20xmlns:xlink='http://www.w3.org/1999/xlink'%20x='0px'%20y='0px'%20viewBox='0%200%2048%2048'%20style='enable-background:new%200%200%2048%2048;'%20xml:space='preserve'%3e%3cpath%20style='fill:%230081FB;'%20d='M47,29.36l-2.193,1.663L42.62,29.5c0-0.16,0-0.33-0.01-0.5c0-0.16,0-0.33-0.01-0.5%20c-0.14-3.94-1.14-8.16-3.14-11.25c-1.54-2.37-3.51-3.5-5.71-3.5c-2.31,0-4.19,1.38-6.27,4.38c-0.06,0.09-0.13,0.18-0.19,0.28%20c-0.04,0.05-0.07,0.1-0.11,0.16c-0.1,0.15-0.2,0.3-0.3,0.46c-0.9,1.4-1.84,3.03-2.86,4.83c-0.09,0.17-0.19,0.34-0.28,0.51%20c-0.03,0.04-0.06,0.09-0.08,0.13l-0.21,0.37l-1.24,2.19c-2.91,5.15-3.65,6.33-5.1,8.26C14.56,38.71,12.38,40,9.51,40%20c-3.4,0-5.56-1.47-6.89-3.69C1.53,34.51,1,32.14,1,29.44l4.97,0.17c0,1.76,0.38,3.1,0.89,3.92C7.52,34.59,8.49,35,9.5,35%20c1.29,0,2.49-0.27,4.77-3.43c1.83-2.53,3.99-6.07,5.44-8.3l1.37-2.09l0.29-0.46l0.3-0.45l0.5-0.77c0.76-1.16,1.58-2.39,2.46-3.57%20c0.1-0.14,0.2-0.28,0.31-0.42c0.1-0.14,0.21-0.28,0.31-0.41c0.9-1.15,1.85-2.22,2.87-3.1c1.85-1.61,3.84-2.5,5.85-2.5%20c3.37,0,6.58,1.95,9.04,5.61c2.51,3.74,3.82,8.4,3.97,13.25c0.01,0.16,0.01,0.33,0.01,0.5C47,29.03,47,29.19,47,29.36z'/%3e%3clinearGradient%20id='Logo1_00000044151889968508607740000009099785544822328751_'%20gradientUnits='userSpaceOnUse'%20x1='42.3043'%20y1='24.75'%20x2='13.5329'%20y2='24.75'%3e%3cstop%20offset='0'%20style='stop-color:%230081FB'/%3e%3cstop%20offset='0.9947'%20style='stop-color:%230064E1'/%3e%3c/linearGradient%3e%3cpath%20id='Logo1'%20style='fill:url\(%23Logo1_00000044151889968508607740000009099785544822328751_\);'%20d='M4.918,15.456%20C7.195,11.951,10.483,9.5,14.253,9.5c2.184,0,4.354,0.645,6.621,2.493c2.479,2.02,5.122,5.346,8.419,10.828l1.182,1.967%20c2.854,4.746,4.477,7.187,5.428,8.339C37.125,34.606,37.888,35,39,35c2.82,0,3.617-2.54,3.617-5.501L47,29.362%20c0,3.095-0.611,5.369-1.651,7.165C44.345,38.264,42.387,40,39.093,40c-2.048,0-3.862-0.444-5.868-2.333%20c-1.542-1.45-3.345-4.026-4.732-6.341l-4.126-6.879c-2.07-3.452-3.969-6.027-5.068-7.192c-1.182-1.254-2.642-2.754-5.067-2.754%20c-1.963,0-3.689,1.362-5.084,3.465L4.918,15.456z'/%3e%3clinearGradient%20id='Logo2_00000123418518336210521270000008152590512037017265_'%20gradientUnits='userSpaceOnUse'%20x1='7.6352'%20y1='32.8696'%20x2='7.6352'%20y2='13.0121'%3e%3cstop%20offset='0'%20style='stop-color:%230081FB'/%3e%3cstop%20offset='0.9947'%20style='stop-color:%230064E1'/%3e%3c/linearGradient%3e%3cpath%20id='Logo2'%20style='fill:url\(%23Logo2_00000123418518336210521270000008152590512037017265_\);'%20d='M14.25,14.5%20c-1.959,0-3.683,1.362-5.075,3.465C7.206,20.937,6,25.363,6,29.614c0,1.753-0.003,3.072,0.5,3.886l-3.84,2.813%20C1.574,34.507,1,32.2,1,29.5c0-4.91,1.355-10.091,3.918-14.044C7.192,11.951,10.507,9.5,14.27,9.5L14.25,14.5z'/%3e%3cg%20id='Logo1_00000157308912346429461210000013209903728339298495_'%3e%3cg%20style='opacity:0.05;'%3e%3cpath%20d='M21.67,20.27l-0.3,0.45l-0.29,0.46c0.71,1.03,1.52,2.27,2.37,3.69l0.21-0.37c0.02-0.04,0.05-0.09,0.08-0.13%20c0.09-0.17,0.19-0.34,0.28-0.51C23.19,22.5,22.39,21.29,21.67,20.27z%20M24.94,15.51c-0.11,0.14-0.21,0.28-0.31,0.42%20c0.73,0.91,1.47,1.94,2.25,3.1c0.1-0.16,0.2-0.31,0.3-0.46c0.04-0.06,0.07-0.11,0.11-0.16c0.06-0.1,0.13-0.19,0.19-0.28%20c-0.76-1.12-1.5-2.13-2.23-3.03C25.15,15.23,25.04,15.37,24.94,15.51z'/%3e%3c/g%3e%3cg%20style='opacity:0.07;'%3e%3cpath%20d='M21.67,20.27l-0.3,0.45c0.71,1.02,1.51,2.24,2.37,3.65c0.09-0.17,0.19-0.34,0.28-0.51C23.19,22.5,22.39,21.29,21.67,20.27%20z%20M24.63,15.93c0.73,0.91,1.47,1.94,2.25,3.1c0.1-0.16,0.2-0.31,0.3-0.46c-0.77-1.14-1.52-2.16-2.24-3.06%20C24.83,15.65,24.73,15.79,24.63,15.93z'/%3e%3c/g%3e%3c/g%3e%3c/svg%3e)

Llama

![Mistral](/_astro/mistral.CFPMBmCs.svg)

Mistral

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DeepSeek

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Grok

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Midjourney

![Perplexity](/_astro/perplexity.B1aOfKPq.svg)

Perplexity

![Sora](/_astro/sora.Delg9Vmo.svg)

Sora

![Whisper](/_astro/whisper.CWLPbU_D.svg)

Whisper

[Inizia ora →](/contact)

---

Cosa costruiamo

### Agenti AI Autonomi

Agenti che ragionano, decidono e agiscono sui tuoi sistemi. Non chatbot: software che lavora al posto tuo.

### Automazione Processi

I tuoi team perdono ore su task ripetitivi. Li automatizziamo con AI che si integra con i tool che già usi.

### Machine Learning Custom

Modelli addestrati sui tuoi dati per previsioni, classificazione e anomaly detection specifici del tuo business.

### Consulenza AI

Non sai da dove partire? Ti aiutiamo a capire dove l'AI crea valore reale e dove è solo hype.

### Computer Vision

Ispezione qualità, analisi video e riconoscimento immagini per manifattura, retail e logistica.

### LLM & Fine Tuning

Adattiamo GPT-4, Claude, Mistral o Llama al tuo dominio. Anche on-premise, se i dati non possono uscire.

### RAG & Knowledge Base

I tuoi documenti diventano interrogabili. Risposte precise dalla tua knowledge base, non allucinazioni.

### AI Generativa

Generazione contenuti, codice, report e dati sintetici integrata nei tuoi workflow esistenti.

Dal brief al go-live in 6-8 settimane

01

### Analisi

Capiamo il tuo business, i dati disponibili e dove l'AI può avere il maggiore impatto. Niente assunzioni: dati e fattibilità tecnica prima di tutto.

02

### Progettazione

Architettura del sistema, pipeline dati e integrazioni con i tuoi strumenti. Scelte tecniche motivate dai tuoi requisiti, non dai trend.

03

### Prototipo in 2-4 settimane

Prototipo funzionale per validare le ipotesi. Se non crea valore, non continuiamo. Zero rischio per te.

04

### Go-live e crescita

Deploy in produzione con monitoring e miglioramento continuo. Il sistema impara dai tuoi dati e diventa più preciso nel tempo.

[Inizia ora →](/contact)

## Ricercare. Educare. Costruire.

**Ricerchiamo** prima di costruire. Non inseguiamo l'hype: analizziamo il problema, confrontiamo modelli e architetture con dati alla mano, e scegliamo la soluzione con il maggiore impatto reale sul tuo business.

**Educhiamo** i team con cui lavoriamo. L'AI da il massimo valore quando le persone capiscono come usarla. Per questo ogni progetto include formazione su misura, documentazione e knowledge transfer. L'obiettivo è che il tuo team sia autonomo, non dipendente da noi.

**Costruiamo** sistemi che funzionano davvero, non demo da presentazione. Soluzioni in produzione con monitoring, manutenzione e miglioramento continuo. Non spartiamo dopo il deploy: restiamo finché il sistema non gira.

FAQ

## Domande Frequenti

Le risposte alle domande che ci fanno più spesso le aziende che vogliono integrare l'AI.

### Quanto costa sviluppare una soluzione AI su misura?

Dipende dalla complessità. Un prototipo funzionante parte da poche migliaia di euro e richiede 2-4 settimane. Un sistema AI completo in produzione va da 6 a 16 settimane. Ogni progetto ha un preventivo chiaro con costi, tempi e milestone definiti prima di iniziare.

### Servono dati propri per addestrare un modello AI?

Non sempre. Per molte applicazioni utilizziamo modelli pre-addestrati (GPT-4, Claude, Gemini) con fine tuning o RAG sui tuoi documenti. Per casi ad alta precisione, come anomaly detection o modelli predittivi, i dati proprietari fanno la differenza.

### L'AI si integra con i software che già usiamo?

Sì. Ci integriamo tramite API con CRM, ERP, gestionali (anche Zucchetti, TeamSystem), piattaforme cloud (AWS, GCP, Azure) e qualsiasi strumento con webhook o SDK. Non sostituiamo i tuoi sistemi, li potenziamo.

### Quali modelli AI utilizzate?

Siamo model-agnostic: scegliamo il modello più adatto al caso d'uso e al budget. Lavoriamo con OpenAI, Anthropic, Google, Meta e modelli open source come Mistral e Llama, anche per deployment on-premise quando i dati non possono uscire dall'azienda.

### Come gestite la privacy e la conformità GDPR?

Privacy by design su ogni progetto. Crittografia end-to-end, access control granulare e, dove richiesto, deployment completamente on-premise o in VPC privata. Supportiamo compliance GDPR e siamo aggiornati sui requisiti dell'EU AI Act.

### Come si misura il ROI di un progetto AI?

Definiamo insieme KPI misurabili prima di iniziare: ore risparmiate, riduzione errori, aumento conversioni, velocità di risposta. Se il prototipo non dimostra valore concreto, non procediamo. Zero rischio per te.