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MakerSquare Blog

What the research actually shows about AI at work.

Data-first posts for operators, founders, and professionals.

AI workflows for small teams: what's worth automating first
AI at Work
AI workflows for small teams: what's worth automating first
AI workflows for small teams can return 10+ hours per person per week — but only when you start with the right tasks. Here's a prioritization framework for what to automate first, and what to leave alone.
Marliis Schneider August 19, 2026 5 min read
AI automation for non-engineers: what's actually possible
Build with AI
AI automation for non-engineers: what's actually possible
AI automation for non-engineers has moved far beyond simple chatbots. Here's an honest look at what's actually possible — multi-step workflows, custom tools, and real business automations — without writing a line of code.
Marliis Schneider August 18, 2026 5 min read
AI for operations professionals: automate what's slowing you down
AI at Work
AI for operations professionals: automate what's slowing you down
AI for operations professionals is no longer optional. Learn which processes to automate first, what tools actually work, and how ops teams are cutting hours off their week without a single line of code.
Marliis Schneider August 17, 2026 5 min read
Why in-person AI learning produces better outcomes than self-paced: what the research shows.
AI at Work
Why in-person AI learning produces better outcomes than self-paced: what the research shows.
Online AI courses have completion rates under 6%. In-person programs produce measurably higher skill transfer. Here's the learning science behind why the format matters as much as the content.
Marliis Schneider August 16, 2026 5 min read
The best AI courses and bootcamps in 2026: an honest comparison.
AI at Work
The best AI courses and bootcamps in 2026: an honest comparison.
A practical comparison of the top AI courses and bootcamps in 2026 — organized by format, cost, and what you actually get out of them. No affiliate links, no paid placements.
Marliis Schneider August 15, 2026 5 min read
How to pitch AI training to your manager and actually get the budget approved.
AI at Work
How to pitch AI training to your manager and actually get the budget approved.
Most AI training requests get rejected because they're framed wrong. Here's how to build a case your manager will say yes to — including the ROI framing that actually lands.
Marliis Schneider August 14, 2026 4 min read
AI for SEO: What Actually Works in 2026
AI at Work
AI for SEO: What Actually Works in 2026
AI for SEO in 2026 isn't just about writing content faster - it's about getting cited by AI search. Here's what actually moves the needle for small businesses.
Marliis Schneider August 13, 2026 6 min read
How to build an AI tool for your business without coding
Build with AI
How to build an AI tool for your business without coding
You can build an AI tool for your business without coding. Here's a practical guide to identifying the right problem, choosing the right tools, and shipping something that actually works — no engineers required.
Marliis Schneider August 12, 2026 6 min read
Non-technical AI skills: what actually matters in 2026
AI Skills
Non-technical AI skills: what actually matters in 2026
Non-technical AI skills in 2026 aren't about prompting — they're about judgment, workflow design, and knowing when to trust AI output. Here's what actually separates professionals who benefit from AI from those who don't.
Marliis Schneider August 11, 2026 5 min read
How to learn AI without knowing how to code
AI Skills
How to learn AI without knowing how to code
You don't need to know how to code to learn AI. Here's a practical path to how to learn AI without coding — and what skills actually matter for professionals who want to use AI in their work.
Marliis Schneider August 10, 2026 5 min read
AI for accounting and bookkeeping: what non-accountants need to know
AI for Business
AI for accounting and bookkeeping: what non-accountants need to know
AI for accounting is automating bookkeeping, reconciliation, and reporting. Here's what business owners and non-accountants need to understand in 2026.
Marliis Schneider August 9, 2026 5 min read
AI for marketing teams: beyond using ChatGPT
AI at Work
AI for marketing teams: beyond using ChatGPT
AI tools for marketing teams have matured well past ChatGPT prompts. Learn how marketing teams are building custom workflows for content, campaigns, and performance analysis — without a developer.
Marliis Schneider August 8, 2026 5 min read
How to use Claude for business: a practical guide
AI Tools
How to use Claude for business: a practical guide
Learning how to use Claude for business goes beyond basic prompting. This practical guide covers Projects, system prompts, document workflows, and how to get consistent, high-quality output for real business tasks.
Marliis Schneider August 7, 2026 5 min read
AI for freelancers: the tools that actually move the needle
AI at Work
AI for freelancers: the tools that actually move the needle
AI for freelancers — which tools actually increase your output and rates, how to use AI for proposals, client communication, and delivery, and what most freelancers get wrong about AI.
Marliis Schneider August 5, 2026 5 min read
AI for finance teams: what to automate first
AI at Work
AI for finance teams: what to automate first
AI for finance teams — a practical guide to the tasks worth automating first, what to avoid, and how non-technical finance professionals can build real efficiency gains without writing code.
Marliis Schneider August 4, 2026 5 min read
AI for business owners: where to start if you're not technical
AI for Business
AI for business owners: where to start if you're not technical
AI for business owners doesn't require technical skills. Here's where to start if you're not technical — what to automate first, which tools matter, and how to think about AI as a leverage multiplier.
Marliis Schneider August 3, 2026 5 min read
AI for content creators: beyond writing the first draft
AI at Work
AI for content creators: beyond writing the first draft
AI for content creators in 2026 — how to use AI for research, repurposing, SEO, and strategy, not just drafting, so you spend more time on the creative work that actually matters.
Marliis Schneider July 31, 2026 5 min read
AI for sales teams: what top performers are building now
AI at Work
AI for sales teams: what top performers are building now
AI for sales teams goes far beyond AI-generated cold emails. Learn what top-performing reps are actually building — from custom research tools to deal coaching workflows — and how to replicate it.
Marliis Schneider July 30, 2026 5 min read
How to write better AI prompts: a guide for non-technical professionals
AI Skills
How to write better AI prompts: a guide for non-technical professionals
How to write better AI prompts — a practical guide for non-technical professionals covering the five prompt elements that matter most, common mistakes, and examples you can use today.
Marliis Schneider July 29, 2026 5 min read
How to train employees on AI — without hiring engineers
For Companies
How to train employees on AI — without hiring engineers.
The most expensive misconception in small business: that AI requires technical hires. The practical sequence — one team, one workflow, a working tool by day three — and why your best builders are already on payroll.
Marliis Schneider July 28, 2026
AI for healthcare professionals: a practical 2026 guide
AI at Work
AI for healthcare professionals: a practical 2026 guide
AI for healthcare professionals in 2026 — what's clinically useful, what's hype, and how doctors, nurses, and healthcare administrators can start using AI to save time without compromising care quality.
Marliis Schneider July 28, 2026 5 min read
AI tools for consultants: what's actually worth learning
AI at Work
AI tools for consultants: what's actually worth learning
Not every AI tool is worth a consultant's time. Here's an honest breakdown of AI tools for consultants — what's worth learning, what's overhyped, and where the real leverage is.
Marliis Schneider July 27, 2026 5 min read
Austin's AI moment: what the city's tech shift means for professionals here.
AI at Work
Austin's AI moment: what the city's tech shift means for professionals here.
Austin's tech scene has shifted decisively toward AI. Here's what Austin employers are actually hiring for, what the local talent gap looks like, and what professionals are doing about it.
Marliis Schneider July 24, 2026 5 min read
AI tools for lawyers: what's changed in 2026
AI at Work
AI tools for lawyers: what's changed in 2026
AI tools for lawyers have changed dramatically in 2026. Here's what's actually being used in practice, what's changed in the last year, and where the real risks and opportunities are.
Marliis Schneider July 23, 2026 6 min read
AI for real estate professionals: tools that actually save time
AI at Work
AI for real estate professionals: tools that actually save time
AI for real estate agents — which tools genuinely save time on listings, client communication, market research, and transaction management, and which ones to skip.
Marliis Schneider July 21, 2026 5 min read
AI for e-commerce: what's actually working in 2026.
AI at Work
AI for e-commerce: what's actually working in 2026.
AI for e-commerce in 2026: real data on what's working — personalization, customer service — and the scaling gap between big retailers and small online stores.
Marliis Schneider July 20, 2026 5 min read
AI for project managers: automate the admin, focus on the work.
AI at Work
AI for project managers: automate the admin, focus on the work.
AI for project managers in 2026: what actually works to cut the time spent on status updates and admin, so you can focus on the work that actually needs you.
Marliis Schneider July 20, 2026 5 min read
AI training in Austin, Texas: what small businesses actually need.
AI Adoption
AI training in Austin, Texas: what small businesses actually need.
Looking for AI training in Austin, Texas? Here's what small and mid-sized businesses actually need to close the gap between using AI and getting real results in 2026.
Marliis Schneider July 20, 2026 5 min read
The real cost of hiring an AI developer vs. training your team.
AI at Work
The real cost of hiring an AI developer vs. training your team.
Most organizations making the build-vs-buy AI talent decision don't have the actual cost data. Here's what hiring an AI developer vs. training existing team members actually costs in 2026.
Marliis Schneider July 18, 2026 4 min read
What do you actually learn at an AI bootcamp? A week-by-week breakdown.
AI at Work
What do you actually learn at an AI bootcamp? A week-by-week breakdown.
Most AI bootcamps are vague about what you actually learn. Here's a transparent week-by-week breakdown of what MakerSquare students build, learn, and leave with.
Marliis Schneider July 16, 2026 5 min read
The 5 jobs most at risk from AI — and what to actually do about it.
AI at Work
The 5 jobs most at risk from AI — and what to actually do about it.
AI isn't eliminating most jobs — it's eliminating specific tasks within them. Here are the 5 roles facing the most pressure, and what staying ahead actually requires.
Marliis Schneider July 17, 2026 4 min read
Claude vs. ChatGPT vs. Gemini: which AI should you actually use at work?
AI Tools
Claude vs. ChatGPT vs. Gemini: which AI should you actually use at work?
Every professional is asking which AI to use. Here's an honest side-by-side comparison based on actual work tasks — not benchmarks.
Marliis Schneider July 14, 2026 4 min read
What is Cursor AI — and can someone with no coding background actually use it?
AI Tools
What is Cursor AI — and can someone with no coding background actually use it?
Cursor is an AI code editor that's changing who can build software. Here's what it actually does, how it works, and whether someone with no coding background can use it.
Marliis Schneider July 10, 2026 4 min read
Why your company's AI training isn't working.
AI at Work
Why your company's AI training isn't working.
Most companies have done AI training. Almost none of it stuck. The reason is structural — and it's the same one that separates the companies seeing real results.
Marliis Schneider July 3, 2026 4 min read
The companies getting real returns from AI have something in common
AI at Work
The companies getting real returns from AI have something in common. It's not the software.
Over 80% of companies see no productivity gains from AI despite significant investment. Research from BCG, Goldman Sachs, and Anthropic reveals what separates the ones that do.
Marliis Schneider June 5, 2026 4 min read
In-person AI program vs. online course: which actually changes your career?
AI at Work
In-person AI program vs. online course: which actually changes your career?
Online AI courses have a completion rate between 3 and 6 percent. Here's what the research shows about why the format matters, and how to choose the right one.
Marliis Schneider June 25, 2026 5 min read
What another year without AI skills actually costs
AI at Work
What another year without AI skills actually costs.
Hiring in AI-exposed roles slowed 14% in one year. 53% of employers can't find graduates with the right skills. The cost of waiting is no longer abstract.
Marliis Schneider June 18, 2026 4 min read
The 10 AI tools every knowledge worker needs in 2026.
AI Tools
The 10 AI tools every knowledge worker needs in 2026.
Not all AI tools are equal. These 10 are the ones that consistently show up in the workflows of professionals who have materially changed how they work.
Marliis Schneider July 10, 2026 5 min read
The difference between using AI and building with AI.
AI at Work
The difference between using AI and building with AI.
Two very different skill levels with very different outcomes. The distinction that separates AI users from the people actually pulling ahead in 2026.
Marliis Schneider July 8, 2026 5 min read
AI adoption strategy for non-technical teams: what works.
AI at Work
AI adoption strategy for non-technical teams: what works.
What the research shows actually works, which approaches consistently fail, and how to build a rollout that sticks past the first 30 days.
Marliis Schneider July 8, 2026 5 min read
For companies

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