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What is AI orchestration? A guide to intelligent systems

The Zapier Blog

And advanced integration setups include built-in error handling and data validation. Should an AI system generate an unexpected output or a data source become unavailable, the integration layer can reroute information or trigger alerts for human intervention.

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How to create a spreadsheet CRM in Google Sheets (+ free CRM template)

The Zapier Blog

How to build a CRM in Google Sheets in 4 steps Create a customer relationship management database Track interactions in your spreadsheet CRM Ensure consistency with data validation Create a simple dashboard 1. For our CRM, we'll use data validation to create dropdown menus with preset options. Enter =Dropdowns!A2:A

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Airtable vs. Google Sheets: Which is best? [2025]

The Zapier Blog

Interface customizations Sheets users can use Apps Script to do things like build custom menus and user interfaces, write custom functions like search result fetching and data validation rule creation, modify cell formatting, connect to other apps, set simple automation triggers, and much more.

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Extra Crunch roundup: Lordstown Motors’ woes, how co-CEOs work, Brian Chesky interview

TechCrunch

Join TechCrunch reporter Ron Miller and Patrik Liu Tran, co-founder and CEO of automated real-time data validation and quality monitoring platform Validio, on Thursday, May 27 at 9 a.m. PDT/noon EDT for a Clubhouse chat about ensuring data quality in the era of Big Data. The world produces 2.5

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Extra Crunch roundup: Jam City SPAC, startup PR, telemedicine market map, more

TechCrunch

The explosion of data continues in the roaring ‘20s, both in terms of generation and storage — the amount of stored data is expected to continue to double at least every four years. How to ensure data quality in the era of Big Data. Investors help Procore build a decacorn valuation in public debut.

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How to Decrease the Odds That Your Startup Fails

Both Sides of the Table

Validate data. Validate firmly held positions. But not to ask yourself the questions of “what went wrong there” and “what could we learn from it” is to give up your biggest advantage: the ability to stand on the shoulders of those who came before you. Conclusion.

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Bobidi launches to reward developers for testing companies’ AI models

TechCrunch

Assuming Choi’s estimations are rooted in fact, Bobidi bucks the trend in the data science industry, which tends to pay data validators and labelers poorly. The annotators of the widely used ImageNet computer vision dataset made a median wage of $2 per hour, one study found, with only 4% making more than $7.25 per hour.