← Back to Insights
    AIWorkplaceOperations

    Is AI a Burden, a Boost, or Both in the Workplace?

    David-Phillip Dirks·November 2025·5 min read
    Is AI a Burden, a Boost, or Both in the Workplace?

    TL;DR

    AI is stripping out everyday friction at work and giving teams more time for judgment, context, and relationships. At the same time, it risks eroding foundational skills, reshaping roles faster than people can adapt, and quietly raising expectations in ways that drive pressure and burnout. Companies and founders who handle AI well train their people, communicate clearly, and treat AI as a long-term capability shift rather than a quick shortcut.

    Introduction

    AI has become the most talked about upgrade to the modern workplace. Some see it as a cheat sheet for productivity, while others feel it's a quiet threat. The truth likely sits somewhere in the middle, and understanding that tension is the only way businesses can use AI in a way that actually helps people rather than blindsides them.

    A major advantage of AI

    A major advantage of AI is that it's removing friction from day-to-day operational inefficiencies. Repetitive admin, scheduling, writing up meeting notes, early research and data sorting are becoming faster and easier. The other side of that coin is that people are losing the foundational knowledge needed in a role, how to listen intently in a meeting, how to store and access data effectively.

    How AI assists teams

    AI assists teams in spending more time on work that involves judgment, context, and relationships, creating tangible value. It also means smaller teams can punch above their weight. Just look at a team like Gamma.

    The shadow side of AI in the workplace

    Some jobs will shrink or reshape faster than people can adapt. Roles built on predictable tasks are already feeling the squeeze. Even knowledge workers who once felt safe are starting to wonder how much of their workflow is actually unique.

    The bigger organisational issue

    Companies often implement AI before helping employees understand what it means for them. That breeds fear, quiet resistance, and bad adoption, negatively affecting culture before the benefits materialise.

    AI and rising expectations

    AI has raised the bar for output, causing at times an unjust level of pressure. If the average person can now produce twice as much in the same time, expectations quietly climb. Some workers feel like they're competing with a machine that never gets tired. Without guardrails, this pushes burnout instead of unlocking creativity.

    Why this tension matters for leaders

    Leaders now have to make choices on skills, structure, and data that affect their workforce for years. Ignore AI and you fall behind. Rush into it and you break trust. The companies getting it right are the ones treating AI as a capability shift rather than a shortcut. They train people, redesign processes, and make transparency part of the rollout.

    What this means for founders

    For founders building tech products, this tension is amplified. AI has lowered the barrier to building something, but it has also flooded the market with half-formed ideas. Speed is no longer the differentiator. What is a differentiator is product-market fit and clarity about where you're headed.

    Closing thoughts

    If anything, AI is forcing a reset. It's changing work, culture, and expectations. The winners will be those founders and businesses who see both sides of the coin and build with a clear head rather than hype.

    Want to think alongside us?

    Subscribe to the MOHARA newsletter for the latest thinking on AI, product, and building well.

    MOHARA

    Built for builders.

    hello@mohara.co
    Global Offices
    • London
    • Cape Town
    • Bangkok
    • Guadalajara
    • Portland

    MOHARA is a product studio where the thinking and the building are one team. We build products end to end, from the commercial question to the shipped product. We enable product leaders to build with our system and senior engineers behind them. And we help companies turn their own people into builders through governed corporate innovation. Fifteen years, 200+ products shipped, from London, Cape Town, Bangkok, Guadalajara and Portland.

    MOHARA
    5 Maidstone Buildings Mews,
    London
    SE1 1GN
    © 2026 MOHARA. All rights reserved.