# Fabrity: Empowering business through tech innovation > Fabrity S\.A\. specializes in bespoke software development, generative AI, industrial IoT, and data engineering\. Generated by Yoast SEO v28.6, this is an llms.txt file, meant for consumption by LLMs. ## Pages - [Applied generative AI for enterprise](https://fabrity.com/services/applied-generative-ai-for-enterprise/) - [Hardware and measurement](https://fabrity.com/services/industrial-iot-and-ai-solutions/hardware-and-measurement/): Industrial IoT sensors and gateways picked per installation—energy meters, vibration, level, air quality, LoRaWAN and IO\-Link\. Existing metering connects too\. - [Nexen Telemetry—energy and utilities management](https://fabrity.com/services/industrial-iot-and-ai-solutions/nexen-telemetry-energy-and-utilities-management/): Nexen Telemetry reads your switchboards continuously—electricity, gas, water, heat, and compressed air\. Contracted\-power alerts and energy cost per part\. - [Industrial computer vision](https://fabrity.com/services/industrial-iot-and-ai-solutions/industrial-computer-vision/): Industrial computer vision for quality inspection and workplace safety\. Cameras, edge AI, and models trained on your parts, delivered by one team\. - [MES\-class products](https://fabrity.com/services/industrial-iot-and-ai-solutions/mes-class-products/): An MES\-class system for production scheduling, machine telemetry, and OEE\. Orders from SAP, finite\-capacity planning, and OEE you can drill to one machine\. ## Posts - [MCP in practice: Connecting AI to the software development workflow](https://fabrity.com/blog/mcp-in-practice-connecting-ai-to-the-software-development-workflow/) - [AI writes code\. You’re still accountable\. 12 principles for avoiding costly business mistakes](https://fabrity.com/blog/ai-writes-code-youre-still-accountable-12-principles-for-avoiding-costly-business-mistakes/): AI writes code, but your team still owns the outcome\. Learn 12 principles for using AI safely, effectively, and responsibly in software development\. - [FinOps for AI coding agents: Stop counting tokens\. Start pricing the fix\.](https://fabrity.com/blog/finops-for-ai-coding-agents-stop-counting-tokens-start-pricing-the-fix/): FinOps for AI helps control AI spend, optimize usage and costs, and connect every AI investment with measurable business value\. - [AI can rewrite your legacy system\. The hard part is proving it works\.](https://fabrity.com/blog/ai-can-rewrite-your-legacy-system-the-hard-part-is-proving-it-works/): AI can make legacy rewrites faster, but safe modernization depends on rigorous validation, differential testing, reconciliation, and controlled cutover\. - [Legacy modernization with AI starts as archaeology](https://fabrity.com/blog/legacy-modernization-with-ai-starts-as-archaeology/): Discover how AI uncovers hidden knowledge in legacy systems, analyzes business rules, and helps organizations plan safer, evidence\-based modernization now\. ## Floating Elements - [Book a call](https://fabrity.com/e-floating-buttons/book-a-call-2/) - [\[BM\] Ten business use cases for generative AI virtual assistants](https://fabrity.com/e-floating-buttons/bm-ten-business-use-cases-for-generative-ai-virtual-assistants/) - [\[JG\] Finding the best LLM—a guide for 2024](https://fabrity.com/e-floating-buttons/bm-finding-the-best-llm-a-guide-for-2024/) - [\[JG\] Curbing ChatGPT hallucinations with retrieval augmented generation \(RAG\)](https://fabrity.com/e-floating-buttons/bm-curbing-chatgpt-hallucinations-with-retrieval-augmented-generation-rag/) - [\[JG\] Azure OpenAI services: potential business use cases](https://fabrity.com/e-floating-buttons/bm-azure-openai-services-potential-business-use-cases/) ## Optional - [Sitemap index](https://fabrity.com/sitemap_index.xml)