Free is never really free. I have found that developers are attracted to open source "free" tools because they like the challenge and are tinkers by nature. We need tinkers. But, it cost in terms of productivity and maintenance over time. Free to download. Free to use. But not free to the project.
Love the write up and sharing of your findings. I look forward to more.
Great article! I think it's a fine balance between money, time, and knowledge. Unfortunately those that have smaller teams are also those with smaller budgets. AND those that need the expensive automated tools the most!
Great write-up Sarah. Our observation was that the majority of the tools you name are mainly built for relational data. We have been working for a decade with time-series (sensor data /IoT) and in this domain you need time-series specific metrics. And remediation (from unreliable to reliable) is possible here. That's why we started building Timeseer.AI btw...
Choosing a Data Quality Tool
"Your team wants to start with a free solution"
Free is never really free. I have found that developers are attracted to open source "free" tools because they like the challenge and are tinkers by nature. We need tinkers. But, it cost in terms of productivity and maintenance over time. Free to download. Free to use. But not free to the project.
Love the write up and sharing of your findings. I look forward to more.
Great article! I think it's a fine balance between money, time, and knowledge. Unfortunately those that have smaller teams are also those with smaller budgets. AND those that need the expensive automated tools the most!
Great write-up Sarah. Our observation was that the majority of the tools you name are mainly built for relational data. We have been working for a decade with time-series (sensor data /IoT) and in this domain you need time-series specific metrics. And remediation (from unreliable to reliable) is possible here. That's why we started building Timeseer.AI btw...
Have you found any tools with good "issue resolution" flows? Any open source options there?