Kristina Ochkina
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AI & Automation

How AI Saved Me 30% of My Working Time

By Kristina Ochkina2 min read
AIProductivityAutomation

How AI Saved Me 30% of My Working Time

When I first started experimenting with AI automation, I was skeptical. Another productivity hack that would fizzle out after a week? But here I am, 6 months later, with measurably more time for strategic work.

The Problem: Death by a Thousand Tasks

As a Product Manager, my days were consumed by:

  • Writing meeting notes and summaries
  • Drafting emails and documentation
  • Researching competitors and market trends
  • Creating reports and presentations

Sound familiar? These tasks are necessary but draining. They steal focus from what actually matters: strategy, innovation, and connecting with people.

The Solution: Strategic AI Integration

I didn't try to automate everything at once. Instead, I identified three high-impact areas:

1. Meeting Notes → AI Summary

Before: 30 minutes after each meeting writing notes After: 5 minutes reviewing AI-generated summary

I use a combination of transcription tools and GPT to create structured meeting summaries automatically.

2. Email Drafts → AI First Pass

Before: Staring at blank screen, writing from scratch After: AI draft → 2-minute polish

For routine emails, I describe what I need and let AI create the first draft. My voice, their speed.

3. Research → AI-Assisted Analysis

Before: Hours scrolling through articles manually After: AI synthesizes sources, I focus on insights

The Results

After 6 months:

  • 30% less time on routine tasks
  • More energy for creative work
  • Better quality documentation (AI catches my typos!)

Key Lesson

AI isn't about replacing human judgment. It's about eliminating the friction between thinking and doing. The best results come when you pair AI efficiency with human creativity.


Ready to optimize your workflow? Book a free consultation and let's discuss how AI can work for you.