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Why Most Businesses Don’t Realize How Much Time They’re Losing
Today I was reviewing a workflow I built months ago, and it reminded me of something important. Most businesses don’t feel inefficiency. They feel busy. Small delays. Repeated steps. Switching between tools all day. It doesn’t look broken, so it never gets fixed. In one recent automation, I didn’t replace any tools. I simply connected what was already there. Data started moving on its own. Tasks triggered without reminders. Updates happened instantly across systems. The client told me their day felt quieter. Same workload. Less effort. That’s what good automation does. It doesn’t add complexity. It removes it. Sometimes the biggest upgrade is making things work the way they should have all along.
your goals for 2026 people?
what goals do you have around AI automation in 2026? Share your goal with the community. It helps stay accountable.
what AI subscription and SAAS is not worth the money?
curious to learn what people think. tell me what SAAS, paid API AI subscription is not worth the money in 2026 and tell me why.
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How I Built a Multi Step Automation That Makes Different Systems Think Together
Some automations look simple on the surface but get very complex underneath. I recently worked on a workflow where data had to move across multiple systems at the same time, each with its own rules. Here’s what the automation handles: Incoming data is validated and cleaned Duplicates are detected and merged Conditional logic decides which path the data follows Different APIs are triggered in parallel Failures are caught and retried automatically Every step is logged for debugging and audits This wasn’t a basic connect this to that setup. It required deep use of filters, routers, error handling, and custom logic inside n8n. The biggest challenge was making sure one failed step didn’t break the entire workflow. Once that was solved, the system became extremely reliable. The client said it felt like having a control center running quietly in the background. This is where platforms like n8n and Make.com really shine. They let you build systems that adapt, recover, and scale instead of breaking when something goes wrong. If you’ve only used basic automations, there’s a whole deeper level waiting.
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