# Automation Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/automation
> Markdown URL: https://aitinkerers.org/technologies/automation.md
> Technology record last updated: 2026-02-25T10:19:24Z
> Generated: 2026-09-21T15:43:55Z

Deploy software and machine learning to execute routine, high-volume tasks without human intervention: that's how we drive efficiency.

Automation is the application of technology to perform processes or tasks automatically (e.g., Robotic Process Automation or RPA). It eliminates manual toil, which directly translates to cost savings and reduced error rates: think a 70% decrease in data entry mistakes. We leverage tools like UiPath and Automation Anywhere to streamline critical business functions: from IT operations (AIOps) to complex financial workflows. The goal is simple: shift human capital to high-value, strategic work while the bots handle the 24/7 repetitive load.

- Official technology site: https://www.ibm.com/topics/it-automation
- Public AI Tinkerers demos and talks: 3
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Building a 32-Character Murder Mystery Game Generator](https://valencia.aitinkerers.org/talks/rsvp_JIVtHp5Lz5M)

I'll walk through building a production murder mystery generator that creates full games with 6-32 characters using Claude's API. The talk covers the real costs and constraints of AI at scale, my automation architecture using Make.com for orchestration, and the specific technical challenges I hit when generating complex JSON structures for game content. I'll show the actual webhook flows, how I handle character generation failures, and my debugging approach when Claude outputs invalid JSON that breaks the entire workflow.

- Event context: AI Tinkerers Valencia February Meetup — 2026-02-17 — Valencia
- Public talk page: https://valencia.aitinkerers.org/talks/rsvp_JIVtHp5Lz5M

### [Automated Social Media Marketing with A.I.](https://miami.aitinkerers.org/talks/rsvp_CEN8S_cKtZg)

I've been diving deeper into automating my Social Media efforts and would like share my latest tooling. Currently focused on automating LinkedIn, X.com, and YouTube.

- Event context: AI Tinkerers - Miami Inaugural Meetup (January) — 2025-01-22 — Miami
- Public talk page: https://miami.aitinkerers.org/talks/rsvp_CEN8S_cKtZg

### [Document AI Agent](https://berlin.aitinkerers.org/talks/rsvp_rIe52C6q2Yk)

Forto moves thousands of containers each year from Asia to Europe and globally. To do this effectively and as per regulations, we need to handle huge volumes of documents. Every shipment generates hundreds of documents and we need to capture, validate and update data points from these documents. Currently, not only in Forto but globally this is being done manually. Forto is developing an AI based solution to automate this entire process. Our system once implemented will be capable of capturing, validating and updating data from all these documents with limited or no human intervention.

- Event context: AI Tinkerers Berlin - March 21 — 2024-03-21 — Berlin
- Public talk page: https://berlin.aitinkerers.org/talks/rsvp_rIe52C6q2Yk

## Related Technologies

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- [GPT-3](https://aitinkerers.org/technologies/gpt-3) ([Markdown](https://aitinkerers.org/technologies/gpt-3.md)) — 191 public demos
- [GPT-4](https://aitinkerers.org/technologies/gpt-4) ([Markdown](https://aitinkerers.org/technologies/gpt-4.md)) — 529 public demos
- [Keras](https://aitinkerers.org/technologies/keras) ([Markdown](https://aitinkerers.org/technologies/keras.md)) — 74 public demos
- [ONNX](https://aitinkerers.org/technologies/onnx) ([Markdown](https://aitinkerers.org/technologies/onnx.md)) — 83 public demos
- [PyTorch](https://aitinkerers.org/technologies/pytorch) ([Markdown](https://aitinkerers.org/technologies/pytorch.md)) — 273 public demos
- [scikit-learn](https://aitinkerers.org/technologies/scikit-learn) ([Markdown](https://aitinkerers.org/technologies/scikit-learn.md)) — 84 public demos
- [TensorFlow](https://aitinkerers.org/technologies/tensorflow) ([Markdown](https://aitinkerers.org/technologies/tensorflow.md)) — 90 public demos
- [Claude API](https://aitinkerers.org/technologies/claude-api) ([Markdown](https://aitinkerers.org/technologies/claude-api.md)) — 21 public demos
- [Computer Vision](https://aitinkerers.org/technologies/computer-vision) ([Markdown](https://aitinkerers.org/technologies/computer-vision.md)) — 22 public demos
- [Document AI](https://aitinkerers.org/technologies/document-ai) ([Markdown](https://aitinkerers.org/technologies/document-ai.md)) — 3 public demos
- [Generative AI](https://aitinkerers.org/technologies/generative-ai) ([Markdown](https://aitinkerers.org/technologies/generative-ai.md)) — 45 public demos
- [Google Sheets](https://aitinkerers.org/technologies/google-sheets) ([Markdown](https://aitinkerers.org/technologies/google-sheets.md)) — 10 public demos
- [LinkedIn](https://aitinkerers.org/technologies/linkedin) ([Markdown](https://aitinkerers.org/technologies/linkedin.md)) — 7 public demos
- [Make](https://aitinkerers.org/technologies/make) ([Markdown](https://aitinkerers.org/technologies/make.md)) — 7 public demos
- [Orchestration](https://aitinkerers.org/technologies/orchestration) ([Markdown](https://aitinkerers.org/technologies/orchestration.md)) — 7 public demos
- [React](https://aitinkerers.org/technologies/react) ([Markdown](https://aitinkerers.org/technologies/react.md)) — 220 public demos
- [React/TypeScript frontend](https://aitinkerers.org/technologies/react-typescript-frontend) ([Markdown](https://aitinkerers.org/technologies/react-typescript-frontend.md)) — 1 public demo