# Volcanic Minds

> Custom software and AI for businesses. Volcanic Minds is a software house in Turin, Italy, that designs and builds custom business software, SaaS platforms, web and mobile apps and agentic AI systems for SMEs, startups and industry, in the cloud or on the client's own servers, with accessible interfaces.

Volcanic Minds S.r.l. (VAT IT12754330012) was founded in September 2022 and is headquartered in Turin, Corso Vinzaglio 24. In person when it matters, remote by choice for the operational work. One senior team from the plan to running it: the stack is chosen for the problem, the code passes to the client milestone by milestone, with no licence fees and no vendor lock-in.

- Extended documentation for language models: https://volcanicminds.com/en/llms-full.txt
- XML sitemap: https://volcanicminds.com/sitemap.xml
- Markdown version of every page: the same address with a `.md` extension, free of navigation and markup
- Italian index: https://volcanicminds.com/llms.txt

## Home

- [Home](https://volcanicminds.com/en.md): Software house in Turin: custom business software, SaaS platforms and AI adoption for SMEs, startups and industry. The code is yours, milestone by milestone.

## Services

- [Services](https://volcanicminds.com/en/services.md): Explore what Volcanic Minds does: Digital Factory for custom software and SaaS, AI agents integration, cloud architecture and UX/UI design.
- [AI Enablement](https://volcanicminds.com/en/services/ai-enablement.md): AI programs built on your processes rather than generic slides: from the team's skill gap to governance, through to hands-on work on the project itself.
- [Design Strategy](https://volcanicminds.com/en/services/design-strategy.md): Turn your idea into a digital product users love: design strategy, UX/UI design, user research and the creation of scalable design systems.
- [Digital Factory](https://volcanicminds.com/en/services/digital-factory.md): Our digital factory for custom solutions. Frontend and backend development, cloud architectures, DevOps and system integrations, with an Agile method.
- [Project Leading](https://volcanicminds.com/en/services/project-leading.md): Beyond project management: project leading that orchestrates teams, vendors and stakeholders, on time, on budget and at the expected quality.
- [AI Orchestration](https://volcanicminds.com/en/services/workflow-agentic-ai.md): We turn intelligence into action. See how autonomous agents and AI orchestration streamline the business processes inside your company.

## Case studies

- [Case studies](https://volcanicminds.com/en/case-studies.md): Discover how Volcanic Minds delivers tailored software and AI solutions. Real case studies across industries, business models and project challenges.
- [Document RAG for manufacturing](https://volcanicminds.com/en/case-studies/enterprise-document-rag.md): How we made 225 GB of regulations, HSE, safety and operations documents of a manufacturing company searchable in plain language, with role-based access.
- [Advanced agentic AI auditing platform](https://volcanicminds.com/en/case-studies/agentic-ai-auditing-knowledge-platform.md): Discover how we built an auditing platform powered by Agentic AI to automate data analysis and optimize decision-making. Read the project.
- [Resource and project planning](https://volcanicminds.com/en/case-studies/work-planning-platform.md): Development of an enterprise Work Planning platform. Discover how we optimized resource and workflow management with a custom solution.
- [Data intelligence for prediction markets](https://volcanicminds.com/en/case-studies/prediction-market-data-intelligence.md): We developed a Data Intelligence platform for prediction markets. Discover how we used AI to analyze real-time data streams and optimize decisions.
- [ESG platform for the supply chain](https://volcanicminds.com/en/case-studies/supply-chain-esg-platform.md): Digitalizing sustainability: discover how we built an ESG platform for the supply chain, emissions monitoring and regulatory compliance.
- [Assignments, calendars and teachers](https://volcanicminds.com/en/case-studies/corporate-training-compliance-erp.md): Courses, instructors, attendance, certificates and medical visits in one system, from a phone too: how we digitized mandatory corporate training.
- [Mechanical workshop management](https://volcanicminds.com/en/case-studies/mechanical-workshop-management.md): Digitalizing production: discover how we built a bespoke management software to optimize the workflows and logistics of a mechanical workshop.
- [Managing technical interventions](https://volcanicminds.com/en/case-studies/field-service-management-dashboard.md): Development of a Field Service Management platform to optimize technical teams. Discover how we cut intervention times with a custom dashboard.
- [Telecare monitoring and surveillance](https://volcanicminds.com/en/case-studies/telecare-monitoring-dashboard.md): Development of a telecare dashboard for remote health monitoring. Discover how we guaranteed safety and reliability for patients.
- [Bookings and healthcare assistance](https://volcanicminds.com/en/case-studies/digital-healthcare-platform.md): Development of a HealthTech logistics infrastructure for home care and video consultations. Discover how we orchestrated scalability and complex payments.

## Applications

- **Real-time operational dashboards**: If finding out where the work stands takes three programs and two phone calls, the problem is not the data: it is that the data lives in different places. We build the screen where events, devices, jobs and indicators arrive as they happen, with priorities readable at a glance. Everyone sees what concerns their role, and nobody has to ask "where are we?" anymore. Delivered for: Professional firms and consulting, Service companies, Product companies, Manufacturing, Healthcare, medical and pharma, Startups. Suited to: Trade and distribution, Public sector and mobility. Evidence: [Resource and project planning](https://volcanicminds.com/en/case-studies/work-planning-platform.md), [ESG platform for the supply chain](https://volcanicminds.com/en/case-studies/supply-chain-esg-platform.md), [Managing technical interventions](https://volcanicminds.com/en/case-studies/field-service-management-dashboard.md), [Advanced agentic AI auditing platform](https://volcanicminds.com/en/case-studies/agentic-ai-auditing-knowledge-platform.md), [Telecare monitoring and surveillance](https://volcanicminds.com/en/case-studies/telecare-monitoring-dashboard.md), [Mechanical workshop management](https://volcanicminds.com/en/case-studies/mechanical-workshop-management.md), [Data intelligence for prediction markets](https://volcanicminds.com/en/case-studies/prediction-market-data-intelligence.md), [Alarm monitoring software](https://volcanicminds.com/en/alarm-monitoring-software.md).
- **Resource, shift and job planning**: Putting a name next to a date in a spreadsheet works while the people are few and the projects only slightly more. Then come the double shifts, the vehicles booked twice, the hours rebuilt at the end of the month. We build the calendar or timeline where you decide who does what, when and with which equipment, and where overlaps show up before they become a problem. Hours are logged from a phone, at the moment the work is done. Delivered for: Professional firms and consulting, Service companies, Manufacturing, Healthcare, medical and pharma, Startups. Suited to: Product companies, Trade and distribution, Public sector and mobility. Evidence: [Resource and project planning](https://volcanicminds.com/en/case-studies/work-planning-platform.md), [Managing technical interventions](https://volcanicminds.com/en/case-studies/field-service-management-dashboard.md), [Assignments, calendars and teachers](https://volcanicminds.com/en/case-studies/corporate-training-compliance-erp.md), [Mechanical workshop management](https://volcanicminds.com/en/case-studies/mechanical-workshop-management.md), [Bookings and healthcare assistance](https://volcanicminds.com/en/case-studies/digital-healthcare-platform.md).
- **Vertical management systems**: Generic management software is written for an average company that does not exist. We build the one that follows your trade: the customer record as you actually use it, the quote that becomes a job without being rewritten, the history of every intervention attached to the customer. The accounting software you already use stays where it is: we connect to it, we do not replace it. Delivered for: Professional firms and consulting, Service companies, Manufacturing, Startups. Suited to: Product companies. Evidence: [Resource and project planning](https://volcanicminds.com/en/case-studies/work-planning-platform.md), [Assignments, calendars and teachers](https://volcanicminds.com/en/case-studies/corporate-training-compliance-erp.md), [Telecare monitoring and surveillance](https://volcanicminds.com/en/case-studies/telecare-monitoring-dashboard.md), [Managing technical interventions](https://volcanicminds.com/en/case-studies/field-service-management-dashboard.md), [Mechanical workshop management](https://volcanicminds.com/en/case-studies/mechanical-workshop-management.md), [ERP and business software integration](https://volcanicminds.com/en/erp-integration.md), [Workshop management software](https://volcanicminds.com/en/workshop-management-software.md).
- **Service bookings and marketplaces with complex payments**: Connecting people who need a service with people who provide it looks like a directory with a calendar. The difficulty sits underneath: every professional has their own tax regime, every service its own invoice, and the payment has to be split to the cent between several parties. We build platforms that automate all of this, so whoever provides the service can focus on the service. Delivered for: Healthcare, medical and pharma, Startups. Suited to: Public sector and mobility. Evidence: [Bookings and healthcare assistance](https://volcanicminds.com/en/case-studies/digital-healthcare-platform.md).
- **AI agents inside your processes**: An agent that answers well in a demo is not a system a company can rely on. We put agents inside one precise step of your process, such as running an audit or collecting data from people outside the company, and surround them with controls: every answer goes through validation, risky operations stop for human approval, and every run leaves a trace. If an agent does not pay off at some point, we tell you. Delivered for: Service companies. Suited to: Professional firms and consulting, Healthcare, medical and pharma, Trade and distribution, Public sector and mobility. Evidence: [Advanced agentic AI auditing platform](https://volcanicminds.com/en/case-studies/agentic-ai-auditing-knowledge-platform.md), [AI agent orchestration](https://volcanicminds.com/en/ai-agent-orchestration.md).
- **Compliance, traceability and supply chain data**: A regulation becomes manageable when it turns into data: who has to do what, with which evidence, by when, and who changed what. We build systems that hold up to an inspection months later, on the framework you already use instead of the preset tree of a generic suite. Delivered for: Professional firms and consulting, Service companies, Manufacturing. Suited to: Healthcare, medical and pharma, Trade and distribution, Public sector and mobility. Evidence: [ESG platform for the supply chain](https://volcanicminds.com/en/case-studies/supply-chain-esg-platform.md), [Assignments, calendars and teachers](https://volcanicminds.com/en/case-studies/corporate-training-compliance-erp.md), [Advanced agentic AI auditing platform](https://volcanicminds.com/en/case-studies/agentic-ai-auditing-knowledge-platform.md), [Risk management software](https://volcanicminds.com/en/risk-management-software.md).
- **Data intelligence on data streams**: When data comes from many sources, the risk is not having too little: it is failing to separate signal from noise. We build the layer that combines it into a single reading and flags what departs from normal before anyone notices by hand. Delivered for: Service companies, Startups. Suited to: Product companies, Manufacturing. Evidence: [Data intelligence for prediction markets](https://volcanicminds.com/en/case-studies/prediction-market-data-intelligence.md), [Telecare monitoring and surveillance](https://volcanicminds.com/en/case-studies/telecare-monitoring-dashboard.md), [ESG platform for the supply chain](https://volcanicminds.com/en/case-studies/supply-chain-esg-platform.md), [Alarm monitoring software](https://volcanicminds.com/en/alarm-monitoring-software.md), [Data quality: data decides, not the model](https://volcanicminds.com/en/insights/data-quality-why-ai-fails-on-dirty-data.md).
- **Predictive AI and maintenance**: Repairing after a failure is the most expensive way to do maintenance. We use real usage data to estimate when a component will wear out, and move the work from repair to scheduled maintenance, with the customer warned in advance. Delivered for: Manufacturing, Startups. Suited to: Service companies. Evidence: [Mechanical workshop management](https://volcanicminds.com/en/case-studies/mechanical-workshop-management.md).
- **Document knowledge and agentic platforms**: Procedures, contracts, manuals and regulations exist, but finding them at the right moment depends on who remembers them. We build assistants that answer from your documents and cite the source, and agents that reach them through RAG and MCP with permissions separated by user and by client. The quality of the sources decides the quality of the answer, so that is where we start. Delivered for: Professional firms and consulting, Service companies, Manufacturing. Suited to: Product companies, Healthcare, medical and pharma, Startups, Trade and distribution, Public sector and mobility. Evidence: [Document RAG for manufacturing](https://volcanicminds.com/en/case-studies/enterprise-document-rag.md), [Advanced agentic AI auditing platform](https://volcanicminds.com/en/case-studies/agentic-ai-auditing-knowledge-platform.md), [AI agent orchestration](https://volcanicminds.com/en/ai-agent-orchestration.md), [RAG agents on your own PDFs](https://volcanicminds.com/en/insights/rag-agent-mastra-ai.md), [Multi-tenant: SaaS data segregation](https://volcanicminds.com/en/insights/multi-tenant-ai-saas-strategy.md).
- **From prototype to SaaS product**: An idea is validated with a prototype; a product holds up only if it is built to grow. We take you from the first prototype to a subscription platform: data isolated for every client, plans and recurring payments, licenses the client manages on their own. The code stays yours. Delivered for: Professional firms and consulting, Service companies, Manufacturing, Healthcare, medical and pharma, Startups. Suited to: Product companies. Evidence: [ESG platform for the supply chain](https://volcanicminds.com/en/case-studies/supply-chain-esg-platform.md), [Advanced agentic AI auditing platform](https://volcanicminds.com/en/case-studies/agentic-ai-auditing-knowledge-platform.md), [Data intelligence for prediction markets](https://volcanicminds.com/en/case-studies/prediction-market-data-intelligence.md), [Telecare monitoring and surveillance](https://volcanicminds.com/en/case-studies/telecare-monitoring-dashboard.md), [Bookings and healthcare assistance](https://volcanicminds.com/en/case-studies/digital-healthcare-platform.md), [Mechanical workshop management](https://volcanicminds.com/en/case-studies/mechanical-workshop-management.md), [SaaS platform development](https://volcanicminds.com/en/saas-development.md), [Multi-tenant: SaaS data segregation](https://volcanicminds.com/en/insights/multi-tenant-ai-saas-strategy.md).
- **B2B portals, orders and catalogs**: If your customers still order by email or over the phone, every order passes through a person twice. We build the portal where customers and resellers browse the catalog, see their own prices and availability, place orders and follow their status, connected to the management system you already use. Suited to: Manufacturing, Trade and distribution. Evidence: [ESG platform for the supply chain](https://volcanicminds.com/en/case-studies/supply-chain-esg-platform.md).
- **Digital services for citizens**: A public service works when people can use it on their own, from a phone, without asking for help. We build services for booking, requesting assistance or following an application that are designed to be usable by everyone from the start, not through a widget added afterwards. Delivered for: Healthcare, medical and pharma. Suited to: Public sector and mobility. Evidence: [Bookings and healthcare assistance](https://volcanicminds.com/en/case-studies/digital-healthcare-platform.md), [Telecare monitoring and surveillance](https://volcanicminds.com/en/case-studies/telecare-monitoring-dashboard.md), [Digital accessibility is not a badge](https://volcanicminds.com/en/insights/why-accessibility-overlays-fail.md).

## Guides

- [Guides](https://volcanicminds.com/en/guides.md): Current answers for those who choose, integrate or commission business software: costs, business systems, integration and AI, with sources cited.
- [Governing AI in an established company who decides, which data, who is accountable](https://volcanicminds.com/en/guides/ai-governance.md): How to govern AI in an established company: list of uses, who approves, which data, how to measure, who is accountable and what the law requires.
- [Field technicians and service teams when ready-made software is not enough](https://volcanicminds.com/en/guides/field-service-software.md): When ready-made field service software is enough and when it is not: price lists, custom costs, job reports, F-gas obligations and GPS on the vans.
- [Selling SaaS to enterprises security, data and contracts](https://volcanicminds.com/en/guides/selling-saas-to-enterprises.md): What a large company asks of a SaaS vendor: questionnaire, ISO 27001 or SOC 2, SSO, separated data, DPA, NIS2, DORA and the Data Act.
- [Portal for suppliers, subcontractors and partners when you need one, what it must do and what it costs](https://volcanicminds.com/en/guides/supplier-portal.md): When a portal replaces email and sheets with subcontractors, suppliers and partners, what it must do, what it costs and how to get it used.
- [Switching software house in the age of do-it-yourself AI](https://volcanicminds.com/en/guides/switch-software-house.md): What to have in hand before you give notice: code, accesses, data and handover. What switching costs, and how far doing it yourself with AI holds up.
- [When to bring in a software house and what to bring to the first meeting](https://volcanicminds.com/en/guides/when-to-hire-software-house.md): The right time to call a software house, when you do not need one, what to bring to the first meeting and when to pay for a feasibility study.
- [AI in the cloud or on your own servers where the data lives and what it costs](https://volcanicminds.com/en/guides/ai-on-premise-vs-cloud.md): Where your data goes with ChatGPT, Claude, a European cloud or a model on your own servers, what changes for GDPR, what each option costs and who runs it.
- [AI quoting software what it does, what it costs, where it goes wrong](https://volcanicminds.com/en/guides/ai-quoting-software.md): What AI quoting software does, which errors it removes and which it does not, when a ready-made product is enough, when to build one, and the costs.
- [Automating a process from email to ERP when the flow runs on its own and when a person approves](https://volcanicminds.com/en/guides/business-process-automation.md): How an order gets from email into the ERP, which steps run on their own and which a person approves, which numbers decide the switch, and the costs.
- [How much custom software costs](https://volcanicminds.com/en/guides/custom-software-cost.md): From 10,000 € for an MVP to 45,000 € for an Enterprise platform: what moves the price, who pays for an overrun and how to compare two quotes.
- [Maintaining custom software and AI, what it covers and how you pay for it](https://volcanicminds.com/en/guides/custom-software-maintenance.md): What maintenance of a custom management system and of an AI assistant covers, what to write in the contract and what it costs each year.
- [Pros and cons of custom software](https://volcanicminds.com/en/guides/custom-software-pros-cons.md): When custom software pays off and when an off-the-shelf system does: pros and cons in one table, the questions that decide and the three-year sum.
- [Tyre shop software off the shelf or custom](https://volcanicminds.com/en/guides/tyre-shop-software.md): What tyre shop software has to do, from tyre storage to seasonal changes and the end-of-life tyre contribution. List prices and when custom pays off.
- [A prototype built with AI, how to bring it into the company](https://volcanicminds.com/en/guides/ai-prototype-to-production.md): What lies between a demo built with Lovable, Claude Code or Replit and an app for real customers: the checks, GDPR, fix or rebuild, what it costs.
- [AI Act for deployers what falls on those who use AI](https://volcanicminds.com/en/guides/ai-act-deployer-obligations.md): What the AI Act asks of a company that uses AI, from when, what Italian employment law adds and what is at stake, with a self-check to tick.
- [AI agents for SMEs what they do, what they cost, what can go wrong](https://volcanicminds.com/en/guides/ai-agents-for-smes.md): What an AI agent is, what it does in a manufacturing SME, what it costs, what the risks are and what the AI Act asks, with an example on incoming orders.
- [Risks of a custom software project, how to keep budget and timeline in check](https://volcanicminds.com/en/guides/custom-software-project-risks.md): Why cost and time overrun, fixed price or time and materials, who pays for a change under Italian law and what to write into the contract.
- [How to choose a software house, and who owns the code](https://volcanicminds.com/en/guides/choose-software-house.md): The code is yours only if the contract assigns it in writing. What the law says, the clauses to ask for, what you get handed over and how to choose.
- [ERP and MES differences and integration](https://volcanicminds.com/en/guides/erp-mes-integration.md): The ERP plans, the MES runs production: the differences in one table, when you need an MES, what data they exchange and how they are connected.
- [Excel or business software when it pays to switch](https://volcanicminds.com/en/guides/excel-or-business-software.md): When Excel spreadsheets cost more than business software: the signals, the four ways out, list and custom prices, and how to switch without stopping work.
- [Job costing in the shop before the job closes](https://volcanicminds.com/en/guides/machine-shop-job-costing.md): How to know every week whether a job is making money, before it closes. Hours per operation, materials at issue, hourly cost, estimate at completion, costs.
- [Legacy software: rebuild, modernize or migrate](https://volcanicminds.com/en/guides/legacy-software-modernization.md): When to replace old software, the six paths with times and costs, how to move to the new system without stopping work and what to do with historical data.
- [AI in business: where to start](https://volcanicminds.com/en/guides/start-with-ai-in-business.md): Which process to start from, which rules to set now, how to run a pilot that can say no and what it costs: the guide for SMEs, with ISTAT data and the AI Act.

## Insights

- [Insights](https://volcanicminds.com/en/insights.md): Explore the future of technology. Technical and strategic articles on AI agents, cloud native architectures, governance and enterprise development.
- [GraphRAG or hybrid RAG: when the graph is worth what it costs](https://volcanicminds.com/en/insights/graphrag-vs-hybrid-rag.md): GraphRAG, vector RAG and hybrid RAG on the 2024-2026 benchmarks: which questions the graph wins and what it costs to build and keep up to date.
- [This website for people and agents](https://volcanicminds.com/en/insights/static-website-for-humans-and-ai-agents.md): The Volcanic Minds website is static, built with Astro, managed with a Git-based CMS and readable by AI agents via Markdown, llms.txt, JSON-LD and WebMCP.
- [Web Bot Auth: visitors with no eyes](https://volcanicminds.com/en/insights/web-bot-auth-agentic-traffic.md): AI agents read your site and convert better than organic, yet they never show up in analytics. How to measure them and verify them with Web Bot Auth.
- [Generative UI: for humans and machines](https://volcanicminds.com/en/insights/generative-ui-agents-dual-mode.md): Explore how Generative UI and Dual-Interaction UX transform enterprise SaaS by creating adaptive interfaces for human operators and AI agents.
- [Data quality: data decides, not the model](https://volcanicminds.com/en/insights/data-quality-why-ai-fails-on-dirty-data.md): When AI gets it wrong, blame the data, not the model. How to identify, sanitize and refresh your sources so AI actually works in your next business project.
- [European AI Act who does it really affect?](https://volcanicminds.com/en/insights/eu-ai-act-deployer-business.md): The EU AI Act doesn't only target those who build the models, but those who use AI in business. What applies from 2 August 2026 and what moves to 2027-2028.
- [Digital accessibility is not a badge](https://volcanicminds.com/en/insights/why-accessibility-overlays-fail.md): Discover why accessibility overlays fail WCAG 2.2 AA compliance and why building native accessibility is crucial for legal and commercial success.
- [Small is the new big: SLM for enterprise](https://volcanicminds.com/en/insights/small-language-models-enterprise.md): Enterprise AI doesn't need giant models. Learn how Small Language Models (SLMs) cut inference costs, reduce latency, and ensure complete data sovereignty.
- [Multi-tenant: SaaS data segregation](https://volcanicminds.com/en/insights/multi-tenant-ai-saas-strategy.md): What multi-tenant means and how to pick data isolation in a SaaS: dedicated database, separate schema or shared row, and what changes with AI and RAG.
- [Advanced security: MFA in minutes](https://volcanicminds.com/en/insights/implement-advanced-security-mfa-totp-nodejs-by-design.md): A technical guide to adding TOTP Multi-Factor Authentication to your Node.js web apps. Setup, QR code, token verification and testing in TypeScript.
- [AI agents: development lifecycle](https://volcanicminds.com/en/insights/ai-agents-software-lifecycle.md): According to Deloitte, 89% of companies do not yet have AI agents in production. Discover the 3 architectural patterns to bring AI into production safely.
- [In 2026, beyond the demo: bringing AI to production](https://volcanicminds.com/en/insights/bring-ai-to-production-roi-2026.md): Move beyond PoC Purgatory. Learn how to transform AI prototypes into secure, profitable industrial assets with deep integration and ROI monitoring.
- [Not just AI in 2026: cookie vs LocalStorage](https://volcanicminds.com/en/insights/cookie-vs-localstorage-security-guide.md): LocalStorage exposes auth tokens to any script on the page, XSS included. Why HttpOnly cookies close that gap, with the attack path and a Nuxt 3 example.
- [Green software: ethics with profit](https://volcanicminds.com/en/insights/ai-roi-green-software-profit-strategy.md): Cut your cloud bill and raise operating margins with green software: why energy efficiency is the ROI metric that turns sustainability into an edge.
- [Composite agents: governance and reliability](https://volcanicminds.com/en/insights/composite-ai-agents-governance-mastra.md): A technical guide to composite AI agents: how Mastra and TypeScript bring real governance, deterministic workflows and reliability to enterprise AI.
- [Managing risk in custom software](https://volcanicminds.com/en/insights/how-to-manage-risk-custom-software-projects.md): Derisking strategies for custom software development. Learn how to manage budget, timelines, and technical complexity to ensure Enterprise project success.
- [Volcano SDK: Kong and its agents](https://volcanicminds.com/en/insights/volcano-sdk-kong-agents-production-ready.md): AI agents in production, safely: how Volcano SDK works, on the example published by Kong, to manage workflow, governance and scalability.
- [Tech debt: it's a mortgage](https://volcanicminds.com/en/insights/tech-debt-strategic-risk.md): Technical debt is not just bad code: it is the speed a company loses later, when every change costs more than the one before it.
- [RAG agents on your own PDFs](https://volcanicminds.com/en/insights/rag-agent-mastra-ai.md): Build a RAG agent with Mastra in TypeScript: vector search, embeddings and connecting an LLM to proprietary data. Working code, no Python needed.
- [Volcanic Minds bronze sponsor at AI Heroes 2025](https://volcanicminds.com/en/insights/volcanic-minds-bronze-sponsor-ai-heroes-2025.md): AI Heroes 2025, May 27 at UCI Lingotto in Turin. Our talk on agent interoperability across CrewAI, LangGraph and Google A2A, with a live multi-agent demo.
- [We Make Future 2025 BolognaFiere](https://volcanicminds.com/en/insights/we-make-future-2025-bologna-fiere.md): Volcanic Minds at WMF 2025. Insights from our experience at Bologna Fiere: artificial intelligence, digital innovation, and the new frontiers of global tech.
- [Vibe coding: how AI is transforming software development](https://volcanicminds.com/en/insights/vibe-coding-tools-for-devs.md): Which vibe coding tools actually hold up: Cursor, Replit and Lovable compared, what changes in the workflow, and where hand-written code still wins.
- [Modern SEO: strategies and the future with GEO](https://volcanicminds.com/en/insights/seo-without-ads-geo-optimization.md): How to grow organically in the AI era. A guide to GEO (Generative Engine Optimization) and SEO strategies to rank high without an advertising budget.
- [Low-code and no-code vs coding](https://volcanicminds.com/en/insights/low-code-no-code-vs-coding.md): Real differences between low-code, no-code and custom software: costs, scalability limits, vendor lock-in, and when each approach is actually the right call.
- [LLMs and JavaScript: practical guides](https://volcanicminds.com/en/insights/llm-javascript-practical-guide.md): Run and call LLMs from JavaScript: Transformers.js in the browser, Xenova models, and server-side inference from Node.js. Patterns and code examples to try.
- [Volcanic Minds speaking at Future Vision](https://volcanicminds.com/en/insights/future-vision-polo-ict.md): Our insights from the Future Vision event by Polo ICT. Networking, new technological perspectives, and strategic synergies for digital innovation in Turin.
- [A bit of \[hi\]story by MuPIn](https://volcanicminds.com/en/insights/a-bit-of-history-mupin.md): Discovering MuPIn, the Piedmontese Museum of Computer Science. A journey through computer history, retrocomputing, and the tech culture of Turin.
- [Volcanic Minds in the Smart Communities 2023 booklet](https://volcanicminds.com/en/insights/smartcommunities-booklet.md): SmartCommunitiesTech included a Volcanic Minds project, built with Hawica and Airbag Studio, in its booklet of the best Call4Speaker 2023 submissions.
- [Corporate Meeting Polo ICT](https://volcanicminds.com/en/insights/corporate-meeting-polo-ict.md): Volcanic Minds at the Polo ICT Corporate Meeting. A strategic B2B networking event in Turin to explore new synergies and foster digital innovation partnerships.
- [Linux Day Turin 2023](https://volcanicminds.com/en/insights/linux-day-torino-2023.md): Volcanic Minds at Linux Day Torino 2023. Celebrating free software, open innovation, and knowledge sharing with the local tech community.
- [Our website](https://volcanicminds.com/en/insights/making-of.md): Behind the scenes of Volcanic Minds: how we built our digital identity with Nuxt.js, Prismic CMS, performance optimization and green web design.
- [Google Analytics, GDPR and the Plausible alternative](https://volcanicminds.com/en/insights/google-analytics-gdpr-alternative-plausible.md): Is Google Analytics GDPR compliant? Why Plausible Analytics is the privacy-first, cookie-less alternative for European businesses and their data.

## Industry pages

- [AI agent orchestration](https://volcanicminds.com/en/ai-agent-orchestration.md): How to design an agentic workflow that survives production: multiple LLM agents with guardrails, traceability and human-in-the-loop on critical steps.
- [Alarm monitoring software](https://volcanicminds.com/en/alarm-monitoring-software.md): Monitoring dashboards for alarm control rooms and telecare: real-time events around the clock, multi-protocol devices and shift handling, built to measure.
- [ERP and business software integration](https://volcanicminds.com/en/erp-integration.md): We connect ERP, CRM, MES and legacy systems through APIs, or build the business software that replaces your spreadsheets. The source code stays yours.
- [Risk management software](https://volcanicminds.com/en/risk-management-software.md): Risk platforms built around your framework, not a vendor's: risk register, scoring, controls, evidence and audit trail. You own the code.
- [SaaS platform development](https://volcanicminds.com/en/saas-development.md): We develop custom multi-tenant SaaS platforms: data isolated per client, subscriptions with Stripe, cloud and DevOps. The source code stays yours.
- [Workshop management software](https://volcanicminds.com/en/workshop-management-software.md): Software built around your workshop's flow: job intake, quoting, spare-parts inventory and vehicle history. You own the code, with no license fee.

## Optional

- [About us](https://volcanicminds.com/en/about-us.md): Volcanic Minds, a software house in Turin founded in 2022: who works on the projects, how we work, and what the client is left with.
- [Accessibility](https://volcanicminds.com/en/accessibility.md): Accessibility statement for volcanicminds.com: WCAG 2.2 AA, 19 of the 22 applicable AAA criteria, how we checked them and which are missing.
- [Contacts](https://volcanicminds.com/en/contacts.md): Tell us what needs to change: business software, a SaaS platform, a process with AI. The team that would build it replies within one business day.
- [EU AI Act](https://volcanicminds.com/en/eu-ai-act.md): EU AI Act, Digital Omnibus and Law 132/2025: what applies to deployers from 2 August 2026 and why high-risk duties move to 2027-2028.
- [Frequently asked questions](https://volcanicminds.com/en/frequently-asked-questions.md): Every answer about Volcanic Minds: costs and payments, timelines and method, code ownership, technology, AI in production and the EU AI Act.
- [Glossary](https://volcanicminds.com/en/glossary.md): Deployer, guardrail, agentic, RAG: the words we use in a specializt sense, spelled out in full, with the page where they come up.
- [Privacy policy](https://volcanicminds.com/en/privacy-policy.md): Privacy policy of volcanicminds.com: what data we process, why, for how long and how to exercise your rights. No cookies and statistics without personal data.
- [Site map](https://volcanicminds.com/en/site-map.md): Every Volcanic Minds page in one list: solutions, guides, case studies, articles, services and company pages, each with a line on what it covers.
- [Trust Center](https://volcanicminds.com/en/trust.md): The answers you need before signing: who owns the code, where the data sits, how we govern AI on critical processes and what happens if you change supplier.
- [WebMCP](https://volcanicminds.com/en/webmcp.md): The WebMCP tools of volcanicminds.com: eight read-only tools and the contact form, what they return, what guarantees they carry and how to try them in Chrome.