Org card: AI model focus, no agents

README.md

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-# Keytech SRL — AI for the enterprise
+# Keytech AI
 
-**Keytech** is an AI and software company based in **Italy and Spain**. We build AI solutions that run inside real business processes: finance, accounting, document handling and operations. They plug directly into **SAP** and other ERP systems.
+**Applied AI models for enterprise documents, finance and ERP data.** Built in Italy 🇮🇹 and Spain 🇪🇸.
 
-We combine deep process know-how (finance, treasury, supply chain) with modern AI: **Large Language Models, multi-agent orchestration, machine learning and mathematical optimization**. The result is automation that delivers measurable value, not just demos.
+We build, adapt and evaluate AI models that work on real business data: invoices, purchase orders, bank statements, expense reports and accounting records. Our models are designed to run in production, inside SAP and other ERP systems, with private and efficient deployment.
 
-## 🚀 Our AI products
+## 🔬 Focus areas
 
-| Product | What it does |
-|---|---|
-| **K-ORCHESTRA** | AI orchestration platform: coordinates multiple AI agents to run document- and decision-heavy processes end-to-end (e.g. accounts receivable/payable), natively integrated with ERP. Launched at AI WEEK 2026, Milan. |
-| **K-BRAIN** | AI-powered automatic accounting and bank reconciliation. |
-| **K-ORDER** | Reads purchase orders received as PDF and enters them into your ERP in under a minute. |
-| **K-TEXT** | Document AI that actually reads and understands business documents. |
-| **K-EXP** | Automated digital workflow for corporate expense reports. |
+- **Document understanding:** multilingual (IT / ES / EN) models that read and classify business documents.
+- **Structured extraction:** from unstructured PDFs and text to clean, ERP-ready data.
+- **Domain-adapted language models** for finance, accounting and treasury.
+- **Predictive & optimization models** for forecasting, planning and decision support.
+- **Efficient inference:** private, cost-effective deployment on cloud and on-premise infrastructure.
 
-## 🧩 What we work on
+## 📦 What you'll find here
 
-- **LLMs & AI agents:** document understanding, intelligent chatbots, agentic workflows for finance and back-office
-- **Document AI:** extraction and classification from PDFs, invoices, orders and bank communications
-- **Predictive analytics & ML:** forecasting and decision support on enterprise data
-- **Optimization & decision systems:** mathematical models (IBM ILOG CPLEX, Gecode) for capacity leveling, source determination and what-if simulations
-- **Enterprise integration:** SAP S/4HANA and legacy ERPs, cloud-native deployments on AWS and Microsoft Azure, with a focus on data security and regulatory compliance
+Models, datasets, evaluation benchmarks and demo Spaces from our work on enterprise AI. First releases coming soon. Follow us to stay updated.
 
-## 🔗 Links
+## ⚙️ Powered by our models
 
-- 🌐 Website: [keytech.srl](https://www.keytech.srl)
-- 🤖 AI services: [keytech.srl/servizi/SAP/artificial-intelligence.html](https://www.keytech.srl/servizi/SAP/artificial-intelligence.html)
-- 📊 Data science & decision systems: [keytech.srl/servizi/SAP/decision-system-data-science.html](https://www.keytech.srl/servizi/SAP/decision-system-data-science.html)
-- 💼 LinkedIn: [keytech-srl](https://www.linkedin.com/company/keytech-srl)
-- ✉️ Contact: [keytech.srl/contact-us.html](https://www.keytech.srl/contact-us.html)
+- **K-BRAIN**: automatic accounting and bank reconciliation.
+- **K-ORDER**: purchase orders from PDF straight into the ERP, in under a minute.
+- **K-TEXT**: document AI that reads and understands business documents.
+- **K-EXP**: automated expense report processing.
+
+🌐 [keytech.srl](https://www.keytech.srl) · 🤖 [AI at Keytech](https://www.keytech.srl/servizi/SAP/artificial-intelligence.html) · 💼 [LinkedIn](https://www.linkedin.com/company/keytech-srl) · ✉️ [Contact](https://www.keytech.srl/contact-us.html)

index.html

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-		<title>Keytech SRL</title>
+		<title>Keytech AI</title>
 		<link rel="stylesheet" href="style.css" />
 	</head>
 	<body>
 		<div class="card">
-			<h1>Keytech SRL — AI for the enterprise</h1>
-			<p><b>Keytech</b> is an AI and software company based in <b>Italy and Spain</b>. We build AI solutions that run inside real business processes: finance, accounting, document handling and operations. They plug directly into <b>SAP</b> and other ERP systems.</p>
-			<p>We combine deep process know-how (finance, treasury, supply chain) with modern AI: <b>Large Language Models, multi-agent orchestration, machine learning and mathematical optimization</b>. The result is automation that delivers measurable value, not just demos.</p>
+			<h1>Keytech AI</h1>
+			<p><b>Applied AI models for enterprise documents, finance and ERP data.</b> Built in Italy 🇮🇹 and Spain 🇪🇸.</p>
+			<p>We build, adapt and evaluate AI models that work on real business data: invoices, purchase orders, bank statements, expense reports and accounting records. Our models are designed to run in production, inside SAP and other ERP systems, with private and efficient deployment.</p>
 
-			<h2>🚀 Our AI products</h2>
+			<h2>🔬 Focus areas</h2>
 			<ul>
-				<li><b>K-ORCHESTRA</b>: AI orchestration platform that coordinates multiple AI agents to run document- and decision-heavy processes end-to-end (e.g. accounts receivable/payable), natively integrated with ERP. Launched at AI WEEK 2026, Milan.</li>
-				<li><b>K-BRAIN</b>: AI-powered automatic accounting and bank reconciliation.</li>
-				<li><b>K-ORDER</b>: reads purchase orders received as PDF and enters them into your ERP in under a minute.</li>
-				<li><b>K-TEXT</b>: document AI that actually reads and understands business documents.</li>
-				<li><b>K-EXP</b>: automated digital workflow for corporate expense reports.</li>
+				<li><b>Document understanding:</b> multilingual (IT / ES / EN) models that read and classify business documents.</li>
+				<li><b>Structured extraction:</b> from unstructured PDFs and text to clean, ERP-ready data.</li>
+				<li><b>Domain-adapted language models</b> for finance, accounting and treasury.</li>
+				<li><b>Predictive &amp; optimization models</b> for forecasting, planning and decision support.</li>
+				<li><b>Efficient inference:</b> private, cost-effective deployment on cloud and on-premise infrastructure.</li>
 			</ul>
 
-			<h2>🧩 What we work on</h2>
+			<h2>📦 What you'll find here</h2>
+			<p>Models, datasets, evaluation benchmarks and demo Spaces from our work on enterprise AI. First releases coming soon. Follow us to stay updated.</p>
+
+			<h2>⚙️ Powered by our models</h2>
 			<ul>
-				<li><b>LLMs &amp; AI agents:</b> document understanding, intelligent chatbots, agentic workflows for finance and back-office</li>
-				<li><b>Document AI:</b> extraction and classification from PDFs, invoices, orders and bank communications</li>
-				<li><b>Predictive analytics &amp; ML:</b> forecasting and decision support on enterprise data</li>
-				<li><b>Optimization &amp; decision systems:</b> mathematical models (IBM ILOG CPLEX, Gecode) for capacity leveling, source determination and what-if simulations</li>
-				<li><b>Enterprise integration:</b> SAP S/4HANA and legacy ERPs, cloud-native deployments on AWS and Microsoft Azure, with a focus on data security and regulatory compliance</li>
+				<li><b>K-BRAIN</b>: automatic accounting and bank reconciliation.</li>
+				<li><b>K-ORDER</b>: purchase orders from PDF straight into the ERP, in under a minute.</li>
+				<li><b>K-TEXT</b>: document AI that reads and understands business documents.</li>
+				<li><b>K-EXP</b>: automated expense report processing.</li>
 			</ul>
 
-			<h2>🔗 Links</h2>
 			<p>
 				🌐 <a href="https://www.keytech.srl" target="_blank">keytech.srl</a> ·
-				🤖 <a href="https://www.keytech.srl/servizi/SAP/artificial-intelligence.html" target="_blank">AI services</a> ·
-				📊 <a href="https://www.keytech.srl/servizi/SAP/decision-system-data-science.html" target="_blank">Data science &amp; decision systems</a> ·
+				🤖 <a href="https://www.keytech.srl/servizi/SAP/artificial-intelligence.html" target="_blank">AI at Keytech</a> ·
 				💼 <a href="https://www.linkedin.com/company/keytech-srl" target="_blank">LinkedIn</a> ·
 				✉️ <a href="https://www.keytech.srl/contact-us.html" target="_blank">Contact</a>
 			</p>