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InsightsFrom the build floor

Field notes on automation

Practical write-ups from the systems we ship — the cost of manual work, what we automate, and how the builds actually hold up in production.

The Real Cost of Manual Processes: How Much Your Company Loses Each Month
roi calculationDec 4, 2025

The Real Cost of Manual Processes: How Much Your Company Loses Each Month

Manual processes cost companies $62 billion annually. Hidden losses from document searches, data re-entry, and inefficient workflows pile up to hundreds of thousands monthly. Calculate your exact ROI from automation.

Kristina UstinovaHead of Automation
15 min read

From the last quarter

New Type of LinkedIn Scam
securityOct 29, 2025

New Type of LinkedIn Scam

How I almost got hacked through a sophisticated LinkedIn job offer and what you can do to protect yourself.

5 min readDrew Serhiienko