How Do You Actually Use AI at Work & in Life?
Ekaterina Ponomareva
Frontend developer, Researcher
Building modern web architectures and analyzing generative intelligence workflows across creative and technical industries.
Generative AI tools have swiftly integrated into everyday workflows, yet the real reality of how professionals utilize them diverges substantially from marketing headlines.
To understand where the true leverage lies, this study investigates both the qualitative experiences through deep-dive personal interviews and quantitative survey findings across 22 industry respondents spanning design, engineering, healthcare, and strategic leadership.
From administrative grunt-work relief to high-friction core craft resistance, explore the complete breakdown below.
Explore Research & InfographicHow Do You Actually Use AI at Work & in Life?
Quantitative benchmark and direct qualitative reflections aggregated from 22 professionals across creative design, tech engineering, operations, and leadership.
Cross-dimensional analysis of tool adoption, craft delegation, time value, search behavior, and personal routines.
13 of 22 respondents have AI baked directly into daily routines (36% constantly throughout the day, 23% 1–3 times a day).
Only 8 of 22 delegate actual core craft (due diligence, strategy, creative concepts), while 14 restrict AI purely to administrative and communicative tasks.
4 Core Tool Ecosystems in Regular Rotation
Frontier General LLMs
The universal conversational default across all crafts. Used for rapid brainstorming, deep reasoning, and long-form synthesis.
Native Workplace Ecosystems
Embedded directly in collaboration software: meeting docs, internal wikis, spreadsheets, and custom team prompts.
Audio, Dictation & Search
Friction-free voice dictation displacing keyboard typing, alongside conversational search engines with cited links.
Specialized Code & Media
High-leverage specialized environments for autonomous code generation, vibe coding, and prompt-driven generative media.
Half the cohort report AI doesn't shave clock hours, but breaks blank-page friction, solves tricky edge cases, and elevates quality.
32% use AI for synthesis and deep queries while reserving Google for links; 27% have shifted almost 100% of search to AI tools first.
Deep competitor and web intel is the #1 task respondents would entrust to an autonomous agent, followed by admin housekeeping (36%).
4 Core Life Dimensions Outside of Work
Travel & Exploration
The single largest non-work AI application: drafting detailed vacation itineraries, packing checklists, and local spot curation.
Home Logistics & Care
Eliminating everyday domestic friction: sorting household bureaucracy, plant care diagnoses, pet routines, and meal triage.
Cognitive & Emotional Sparring
A private sounding board for gut-checking delicate interpersonal messages, untangling racing thoughts, or diving down curiosity rabbit holes.
Creative Play & Tinkering
Creative exploration separated from workplace deadlines: fiction writing, bedtime storytelling, hobby experiments, and weekend code builds.
What best describes your primary field or craft?
22 responsesHow would you describe your relationship with technology in general?
22 responsesHow often do you interact with any AI tools across your day?
22 responsesWhich tools do you regularly open or interact with?
22 responsesAre you offloading actual 'core craft' tasks to AI, or mostly administrative/grunt work?
22 responses11 out of 22 respondents
10 out of 22 respondents
Core Craft Tasks Delegated to AI
Support & Administrative Chores Delegated
What is your workplace or client stance on AI?
22 responsesRealistically, how much time does AI save you each week?
22 responsesWhere does AI help you in your personal life and everyday routines?
22 responsesHas an AI tool replaced Google Search for you?
22 responsesWhat frustrates you most about today's AI models?
22 responsesWhat was your single best 'Aha!' moment with AI?
22 responses“Blogging”
“Extensive results made me choose better for my clients. I am able to make better decisions which actually work.”
“The best most useful response I’ve had from AI is generating custom formulas for excel”
“I switch from Canva to chatgpt for making publicity & just describing it to chatgpt made it much faster to get a result.”
“Advice about requesting 3 versions in the first prompt for what I'm looking for rather than only one.”
“Se non completo tutto non mi fa salvare e potrebbe farti perdere risposte parziali ma valiose”
And what was your biggest 'Never again, it's terrible at this' moment?
22 responses“Wardrobe analysis”
“The unpaid versions are really repetitive. After a certain prompt they don’t get what I’m saying no matter how much description I provide. I don’t know about all paid versions. I use only a couple of them with paid subscription.”
“So far not had such moments, may only the fact that the result for a flyer is not in a good printingquality…”
“Trying to ask for a download able document with the information, requesting images”
“Finding relevant sources or citations”
“Drafting texts. It often takes longer to refine them than it does to write firsthand”