# Silicore Automation

> Silicore builds AI agents (NeoAI), conversational Business Intelligence (Amy AI), workflow automations, private on-premise AI, model training, and custom software for businesses in Dubai, Italy, and worldwide.

Silicore Automation helps businesses deploy AI agents (NeoAI), conversational Business Intelligence (Amy AI), workflow automations, private on-premise AI, model training, and custom software. Offices: Dubai, UAE · Palermo, Italy. Contact: info@silicoreautomation.com.

## Key products

- **NeoAI** — AI agents for customer operations, sales, and support across voice, chat, WhatsApp, email, and SMS. Integrates with CRM, ERP, calendars, and booking systems.
- **Amy AI** — Conversational Business Intelligence. Ask questions in plain language; get answers, charts, KPIs, and reports from CRM, ERP, databases, and documents via MCP.
- **Automations** — Intelligent workflow automation: document processing, data entry, routing, notifications, CRM/ERP sync, and back-office tasks.
- **Local AI** — Private on-premise AI with semantic search, agentic retrieval, knowledge graphs, and MCP tool calling on company infrastructure.
- **Model Training** — Fine-tuning and specialization of AI models for industry terminology, proprietary data, and domain-specific behaviors.
- **Custom Software** — Web apps, SaaS, mobile, enterprise portals, and AI-powered business systems.

## Pages

- [Home](https://www.silicoreautomation.com): AI agents, conversational BI, automations, and private AI for business
- [Products](https://www.silicoreautomation.com/products): Full Silicore product directory
- [NeoAI](https://www.silicoreautomation.com/products/neoai): AI agents for operations, sales, and customer support
- [Amy AI](https://www.silicoreautomation.com/products/amy): Conversational Business Intelligence — talk to your company data
- [Automations](https://www.silicoreautomation.com/products/automations): Intelligent workflow automation for business processes
- [Local AI](https://www.silicoreautomation.com/products/local-ai): Private on-premise AI infrastructure
- [Model Training](https://www.silicoreautomation.com/products/model-training): AI model fine-tuning and specialization
- [Integrations](https://www.silicoreautomation.com/products/integrations): Stack-compatible NeoAI and Amy AI installation
- [Voice Agents](https://www.silicoreautomation.com/products/voice-agents): NeoAI phone agents for bookings and support
- [AI App Builder](https://www.silicoreautomation.com/products/ai-app-builder): From brief to working internal tool draft
- [Sites and Apps](https://www.silicoreautomation.com/products/sites-and-apps): Websites and customer-facing applications
- [Custom Software](https://www.silicoreautomation.com/products/custom-software): Bespoke web, mobile, and enterprise software
- [For SMEs](https://www.silicoreautomation.com/products/smes): AI stack for growing companies
- [For Local Businesses](https://www.silicoreautomation.com/products/local-businesses): NeoAI for storefronts and service businesses
- [For Enterprise](https://www.silicoreautomation.com/products/enterprise): Knowledge with control — private AI and audit-ready rollout
- [Silicore Labs](https://www.silicoreautomation.com/products/labs): R&D and experimental AI products
- [Portfolio](https://www.silicoreautomation.com/portfolio): Client projects and case studies
- [Contact](https://www.silicoreautomation.com/contact): Book a walkthrough or send a message

## Frequently asked questions

The following FAQs are authoritative summaries for citation. Full pages contain additional detail.

### Home

**Q: What does Silicore Automation do?**
A: Silicore Automation designs and deploys AI systems for businesses: NeoAI agents for customer operations and sales, Amy AI for conversational Business Intelligence across CRM and ERP data, intelligent workflow automations, private on-premise AI, model fine-tuning, and custom software. We integrate with the stack you already use.

**Q: What is the difference between NeoAI and Amy AI?**
A: NeoAI is Silicore's platform for specialized AI agents that communicate with customers and perform actions — bookings, CRM updates, support, voice and chat. Amy AI is Silicore's conversational Business Intelligence layer: users ask questions in plain language and receive answers, charts, KPIs, and reports from data across multiple business systems via MCP.

**Q: Can Silicore deploy AI on-premise or fully private infrastructure?**
A: Yes. Silicore builds local and on-premise AI systems where models, data, memory, and tools run inside the company's own servers, corporate network, or isolated private cloud — keeping sensitive documents and customer data within the organization.

**Q: Which industries does Silicore serve?**
A: Silicore adapts NeoAI and Amy AI to restaurants, hotels, clinics, salons, retail, e-commerce, logistics, real estate, professional firms, schools, B2B companies, and more. Agents and BI are configured around each business's processes, not generic chatbot templates.

**Q: Where is Silicore Automation based?**
A: Silicore Automation operates from Dubai, United Arab Emirates and Palermo, Italy, serving clients globally with cloud, hybrid, and on-premise deployments.

**Q: How do I get started with Silicore?**
A: Book a walkthrough at silicoreautomation.com/contact. We map one stuck process, one data source, or one customer conversation and show what an AI agent or Amy AI workspace would do with it — typically in a 30-minute call.

### Products

**Q: What products does Silicore offer?**
A: Silicore's product stack includes NeoAI (AI agents), Amy AI (conversational BI), AI automations, local and on-premise AI, model training, voice agents, AI app builder, sites and apps, integrations, custom software, and Silicore Labs R&D projects.

**Q: Which Silicore product should I start with?**
A: Start with NeoAI if missed calls, bookings, and customer support are the pain. Start with Amy AI if leadership needs answers from CRM, ERP, and spreadsheets without building dashboards. Start with Automations if repetitive back-office work is the bottleneck. Many clients combine all three.

**Q: Do Silicore products integrate with existing software?**
A: Yes. Silicore installs NeoAI and Amy AI against your existing technology stack — versions, APIs, legacy systems, and security requirements included. Standard modules are used when compatible; custom connectors are built when needed.

### neoai

**Q: What is NeoAI?**
A: NeoAI is Silicore's platform for building specialized AI agents that automate operational, sales, and customer support activities. Agents communicate through chat, voice, WhatsApp, email, and other channels — and connect to CRMs, ERPs, calendars, booking systems, and business APIs to perform real actions.

**Q: Is NeoAI just a chatbot?**
A: No. NeoAI agents are not simple chatbots. They can check availability, create reservations, modify appointments, retrieve order information, create support tickets, update CRM records, and transfer conversations to human operators when necessary.

**Q: Which industries can use NeoAI?**
A: NeoAI adapts to restaurants, hotels, medical practices, salons, gyms, real estate, automotive, logistics, retail, e-commerce, travel, professional firms, schools, maintenance companies, cleaning services, and B2B industrial businesses.

**Q: What channels do NeoAI agents support?**
A: NeoAI agents operate on phone voice lines, website chat, WhatsApp, SMS, email, and other digital channels — available 24/7 as a digital workforce customized to each business's processes.

**Q: Can NeoAI connect to my booking system or CRM?**
A: Yes. NeoAI integrates with management systems, CRMs, ERPs, calendars, databases, e-commerce platforms, and proprietary APIs so agents perform real operations inside your existing software.

### amy

**Q: What is Amy AI?**
A: Amy AI is Silicore's platform for intelligent management, aggregation, analysis, and visualization of business data. It combines Artificial Intelligence, Business Intelligence, and MCP (Model Context Protocol) into a single layer through which companies access and interact with their data.

**Q: What is conversational Business Intelligence in Amy AI?**
A: Conversational BI means users do not need to build dashboards or write SQL queries. They ask in plain language — written or spoken — and Amy AI retrieves data, generates charts, KPIs, reports, and dashboards automatically.

**Q: What data sources can Amy AI connect to?**
A: Amy AI connects to CRM and ERP systems, databases, business management software, e-commerce platforms, administrative systems, PDF and Office documents, invoices and contracts, ticketing systems, document archives, APIs, cloud platforms, and proprietary internal applications.

**Q: Can Amy AI answer questions across multiple systems at once?**
A: Yes. Through MCP, Amy AI can cross-reference data from CRM, business management, and administrative systems in a single answer — for example, customers with reduced purchases who also have overdue invoices.

**Q: Who is Amy AI for?**
A: Amy AI is for business owners, operations leaders, finance teams, and department managers who need fast answers from distributed company data without knowing where each field is stored or how to build reports.

### automations

**Q: What kind of work can Silicore automate?**
A: Silicore automates data entry, document processing, PDF and invoice extraction, request classification and routing, report generation, notifications, CRM and ERP updates, ticket management, cross-system synchronization, deadline monitoring, email processing, document creation, approval workflows, and back-office administration.

**Q: Do automations work with our existing software?**
A: Yes. Silicore builds automations integrated with the software a company already uses, adapted to each department's specific processes rather than forcing a new platform.

**Q: Can automations be combined with AI agents?**
A: Yes. When paired with NeoAI agents, automations can understand context and autonomously decide which tools to use — going beyond predefined scripts to intelligent operational workflows.

**Q: What is the goal of Silicore automations?**
A: The goal is to eliminate repetitive, low-value tasks so people can focus on work that requires expertise, decision-making, and genuine customer interaction.

### local-ai

**Q: What is Silicore local AI?**
A: Silicore local AI runs artificial intelligence models directly on a company's own servers, inside the corporate network, on dedicated private infrastructure, or in isolated private cloud environments — keeping data, documents, and sensitive information within the organization.

**Q: Is local AI limited to simple RAG document retrieval?**
A: No. Silicore private AI systems use semantic search, hybrid search, agentic retrieval, knowledge graphs, memory systems, context engineering, vector databases, document intelligence, and MCP tool calling — understanding relationships and context, not just retrieving documents.

**Q: What can private AI be used for inside a company?**
A: Use cases include internal AI assistants, enterprise search, AI agents for administration and support, document and contract analysis, conversational BI, knowledge management, operational automations, decision-support systems, and agents connected to ERP, CRM, and databases.

**Q: What deployment options does Silicore offer for private AI?**
A: Silicore can build completely offline systems, internal-network-only access, private servers, private cloud environments, or hybrid setups where the company decides which data stays internal and which activities may use external models when appropriate.

### model-training

**Q: Does Silicore train custom AI models?**
A: Yes. Silicore provides AI model training, fine-tuning, and specialization for specific business requirements — adapting general-purpose models to industry terminology, proprietary classifications, document formats, and operational behaviors.

**Q: What fine-tuning techniques does Silicore use?**
A: Depending on the project, Silicore may use supervised fine-tuning, instruction tuning, LoRA and QLoRA, parameter-efficient fine-tuning, distillation, preference tuning, domain adaptation, synthetic data generation, custom embedding models, and specialized multimodal models.

**Q: When is fine-tuning better than using a general model?**
A: Fine-tuning is valuable when a general-purpose model does not understand industry-specific terminology, proprietary taxonomies, specialized document formats, or domain-specific operational behaviors. Often a combination of fine-tuning, context engineering, retrieval, and tools achieves the best results without retraining an entire model.

**Q: Can proprietary models be deployed on private infrastructure?**
A: Yes. Models trained or specialized on a company's proprietary data can be deployed on dedicated cloud infrastructure, private cloud, company-owned servers, on-premise systems, or fully isolated environments.

### labs

**Q: What is Silicore Labs?**
A: Silicore Labs is Silicore's research and development arm — building proprietary and experimental products that explore new applications of Artificial Intelligence, automation, and software development.

**Q: What projects are part of Silicore Labs?**
A: Silicore Labs includes VibesBridge (connecting companies with digital professionals), Procurement AI (AI for procurement processes), CodeDNA (open-source context engineering for coding agents), AXL (experimental agentic systems research), and Their Story (digital memory preservation).

**Q: Are Silicore Labs projects available to clients?**
A: Some Labs projects are live platforms; others are in development or experimental. Silicore applies R&D learnings from Labs into client-facing NeoAI, Amy AI, and custom software engagements.

### custom-software

**Q: What custom software does Silicore build?**
A: Silicore develops web applications, SaaS platforms, mobile apps, desktop software, business management systems, custom CRM and ERP systems, dashboards, enterprise portals, automation systems, API integrations, AI systems, chatbots, voice agents, and hardware-connected applications.

**Q: How does Silicore approach custom software projects?**
A: For each project, Silicore evaluates the technology stack, infrastructure, security requirements, usage model, and operational needs — then builds software shaped to the client's work rather than forcing a generic template.

**Q: Can custom software include NeoAI or Amy AI?**
A: Yes. When a product platform fits, Silicore uses NeoAI, Amy AI, or Automations. When it does not, Silicore builds bespoke modules and full applications integrated with the client's existing systems.

### voice-agents

**Q: What are Silicore voice agents?**
A: Silicore voice agents are NeoAI-powered phone agents that pick up calls, understand customer requests, book appointments, answer hours and availability questions, send SMS confirmations, and operate after hours — connected to calendars and CRM systems.

**Q: Which businesses benefit most from voice agents?**
A: Restaurants, clinics, salons, retail shops, and service businesses where staff cannot leave the floor to answer every call but cannot afford to miss bookings and customer inquiries.

**Q: Can voice agents hand off to a human?**
A: Yes. NeoAI voice agents can complete routine requests autonomously and transfer the conversation to a human operator when the situation requires it.

### ai-app-builder

**Q: What is Silicore AI App Builder?**
A: AI App Builder turns a plain-language brief into a working draft of internal tools — intake forms, request desks, lightweight CRMs, admin panels, and operational dashboards — that teams refine, connect to data, and ship.

**Q: Who is AI App Builder for?**
A: Teams that have rebuilt the same intake tracker or request queue multiple times and need a shorter path from job description to working screens and workflows.

### sites-and-apps

**Q: What does Silicore build for sites and apps?**
A: Silicore launches marketing websites, booking pages, customer portals, and lightweight customer-facing apps that look finished on day one and stay easy to update — with room to grow into AI agents and automations.

**Q: Are Silicore websites mobile-ready?**
A: Yes. Silicore sites are built mobile-first with clear service pages, booking flows, contact forms, and CTAs wired for lead capture from the start.

### integrations

**Q: How does Silicore handle integrations?**
A: Silicore installs NeoAI and Amy AI against your existing technology stack and framework versions. The process includes compatibility checks, custom connector development, legacy system integration, and configuration for cloud, self-hosted, or on-premise deployments.

**Q: Does Silicore impose a new architecture on clients?**
A: No. The goal is not to impose a new architecture but to integrate artificial intelligence into the software the client already uses, adapting to technical and operational characteristics of the organization.

**Q: What systems can Silicore connect to?**
A: Silicore connects to CRMs, ERPs, databases, calendars, booking systems, e-commerce platforms, proprietary APIs, administrative systems, document archives, and legacy business software.

### smes

**Q: How does Silicore help SMEs?**
A: Growing companies use NeoAI for customer line coverage, Amy AI for conversational BI across CRM and ERP data, and Automations to cut repetitive back-office work — without a multi-year IT program.

**Q: What is a practical AI stack for an SME?**
A: A typical SME stack: Amy AI for leadership and ops visibility, NeoAI for sales and support agents, and Automations for document processing and cross-system sync — integrated with existing tools.

### local-businesses

**Q: How does NeoAI help local businesses?**
A: NeoAI handles chat and voice for restaurants, clinics, salons, and shops — answering hours, booking appointments, sending reminders, and capturing after-hours demand while staff stay on the floor.

**Q: Can a local business start with just one phone number?**
A: Yes. Silicore typically starts with one line and one week of real proof — showing how bookings, confirmations, and reminders work with the business's actual hours and processes.

### enterprise

**Q: What does Silicore offer enterprise teams?**
A: Enterprise engagements include conversational BI across approved corpora, private or on-premise AI, agents that respect access controls and audit requirements, and stack-compatible installations integrated with legacy systems.

**Q: How does Silicore roll out AI in enterprise environments?**
A: Silicore recommends starting with one approved corpus and one pilot desk, then expanding by team and region with access, audit, and reporting as routine — before wider deployment.

### workspace

**Q: What is Silicore Workspace?**
A: Silicore Workspace is a unified environment for teams to access AI tools, automations, and business data in one operational interface connected to company systems.

### database-storage

**Q: Does Silicore provide database and storage solutions?**
A: Yes. Silicore designs and manages database and storage infrastructure for AI systems, business applications, and data pipelines — including secure hosting aligned with client privacy requirements.

### deploy-hosting

**Q: Does Silicore offer deploy and hosting services?**
A: Yes. Silicore deploys and hosts web applications, AI agents, Amy AI workspaces, and custom software on cloud, private cloud, or client-controlled infrastructure with ongoing operational support.

### Portfolio

**Q: What kind of projects has Silicore delivered?**
A: Silicore has delivered smart city waste management platforms, metaverse e-commerce, event booking systems, HSE management software, AI agents, automations, mobile apps, and custom enterprise software across multiple industries and countries.

**Q: Can I see Silicore case studies?**
A: Yes. Visit silicoreautomation.com/portfolio for featured projects including ECO Waste Management, Metaverse E-commerce, Pass Village Booking, and Sicurweb HSE Management.

### Contact

**Q: How do I contact Silicore Automation?**
A: Email info@silicoreautomation.com, book a call at calendly.com/silicore-automation/30min, or use the contact form at silicoreautomation.com/contact. Offices in Dubai, UAE and Palermo, Italy.

**Q: What happens on a first call with Silicore?**
A: Silicore maps your stuck process, data sources, or customer conversation flow and recommends whether NeoAI, Amy AI, Automations, or custom software is the right starting point — with a concrete next step, not a generic pitch deck.

## Optional

- Sitemap: https://www.silicoreautomation.com/sitemap.xml
- Contact: https://www.silicoreautomation.com/contact
- Portfolio: https://www.silicoreautomation.com/portfolio