Free Tool
SQL Time Savings Calculator
Calculate how many hours your analysts spend writing SQL queries
Most data teams spend a significant portion of their week writing, debugging, and optimizing SQL queries for ad-hoc requests. This calculator helps you quantify the time your analysts spend on repetitive SQL work and shows how much they could reclaim with natural language queries.
Sample calculation
Inputs
Number of data analysts3
Ad-hoc query requests per analyst per day4
Average time to write and validate a query (min)25
Percentage of time spent debugging queries20
Working days per year250
Results
Current annual query hours1,250 hours
Hours spent debugging per year250 hours
Projected hours with AI for Database100 hours
Annual hours reclaimed1,150 hours
How it works
Total query hours per year = num_analysts × adhoc_queries_per_day × avg_query_time_minutes / 60 × working_days_per_year. Debug hours = total query hours × debug_percentage / 100. With AI for Database, average query time drops to ~2 minutes. Time saved = total current hours - total AI-assisted hours.
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