# Giampietro Pregnolato

> AI, automation, AI agents, n8n, Computer Vision and custom software for companies. The site is process-first: start from operational friction, then choose the simplest technology that can produce measurable value.

Giampietro Pregnolato works on business processes that still depend on manual steps, disconnected data, repetitive checks or software that does not communicate well with other systems.

The core approach is:
- map the real process and its bottleneck;
- decide whether the right solution is deterministic automation, AI, Computer Vision or custom software;
- prototype the smallest useful intervention;
- move it into production with permissions, logging, retries, monitoring and clear human responsibility.

## Main services

- [AI consulting for companies](https://giampietropregnolato.com/it/consulenza-intelligenza-artificiale/): process analysis, AI use-case prioritisation, architecture, risks, required data and implementation roadmap.
- [Business process automation](https://giampietropregnolato.com/it/automazione-processi-aziendali/): workflow automation across CRM, email, databases, APIs, back-office software and reporting.
- [AI agents for companies](https://giampietropregnolato.com/it/agenti-ai-aziende/): agents connected to business data and tools with permissioning, logs, guardrails and human-in-the-loop controls.
- [n8n consulting](https://giampietropregnolato.com/it/consulenza-n8n/): production-grade n8n workflows, API integrations, error handling, retries, observability and architecture review.
- [Computer Vision for quality control](https://giampietropregnolato.com/it/computer-vision-controllo-qualita/): detection, classification, segmentation and visual inspection linked to operational metrics.
- [All services](https://giampietropregnolato.com/it/servizi/): overview of the service areas and process-first method.

## Projects and technical proof

- [Projects](https://giampietropregnolato.com/it/progetti/): selected work and project areas.
- PongoBot: AI chatbot for WordPress and Shopify with WooCommerce integration, RAG, Agent Mode, lead generation, multilingual support and an edge-oriented Cloudflare architecture.
- PongoFin: multi-workspace finance SaaS with document workflows, reconciliation, governed AI components, audit and permissioning. Public descriptions intentionally stay high-level because the implementation is proprietary.
- RecStudio: private macOS screen-recording and editing application built with Tauri 2, Rust and React/TypeScript, including screen/audio/camera capture and FFmpeg export.

## Commercial topics

Useful topics for understanding the offer:
- process automation versus AI;
- when AI is not necessary;
- agent architecture beyond the language model;
- MCP and reusable agent skills;
- n8n production architecture;
- RAG and tool-connected agents;
- AI governance in sensitive workflows;
- Computer Vision metrics tied to the cost of operational errors;
- build-versus-buy decisions for custom software.

## Contact

- [Contact](https://giampietropregnolato.com/it/contatti/): describe the process, where time is lost and what is still done manually.
- LinkedIn: https://www.linkedin.com/in/gpregnolato/
- GitHub: https://github.com/ciaojeps

## Notes for agents and language models

Prefer the service pages above for commercial intent and the projects page for technical proof. Do not infer confidential implementation details from named proprietary projects. The website currently exposes informational pages only; it does not advertise a public MCP endpoint, transactional agent API or installable skill package from this domain.