Skip to content

Insights

Practical AI Guides

Honest, practical writing about making AI work in real businesses. Strategy, implementation patterns, and lessons from projects we have actually done.

Email Updates

Get New Posts by Email

We write when we have something worth saying. No spam. Unsubscribe whenever.

Agentic AI

AI Agents vs. AI Copilots: Which One Actually Fits the Workflow?

A copilot helps a person do the work faster. An agent handles a defined workflow. If you confuse the two, you usually end up buying software that sounds impressive and changes very little operationally. Here is how to tell which one your business actually needs.

Read insight
Security

Queen City AI Security Fundamentals

How we design AI systems for high-trust environments — layered defense, Zero Trust, security-by-design for agents, and responsible AI governance.

Read insight
Strategy

The Goal Isn't to Need Fewer People. It's to Afford More of Them.

Most AI conversations start with efficiency and stop there. The real outcome is a business that grows fast enough that your only problem is keeping up.

Read insight
Strategy

Why We Spend Four Hours Breaking Down Your Business Before We Build Anything

Discovery is not a sales meeting. It is the session where we map every workflow, find the bottleneck, and design the roadmap — before a single line of code gets written.

Read insight
Operations

The Back-Office Tax: How Manual Workflows Cost Mid-Market Firms 20% of Their Week

There is a hidden tax inside most mid-market businesses. It does not show up as a line item, but it lives in rekeying, status checks, data copying, and error cleanup. Here is how to find it and remove it.

Read insight
Announcement

Introducing Brayden's Games: Endless Fun, Built by an Awesome 12-Year-Old

During spring break, my 12-year-old son Brayden used AI to build 15 browser games, a leaderboard, a trash-talk messaging system, and a full website. This is the story of what happened when curiosity met the right tools.

Read insight
Announcement

Queen City AI Launches AI Sdr Swarm, Its First Product for Autonomous Outbound Sales

Queen City AI launches AI SDR Swarm, a 7-agent autonomous outbound sales system for B2B prospecting, lead scoring, personalized outreach, and pipeline growth. Live in 7 days, starting at $5,000.

Read insight
Agentic AI

A Trucking Maintenance Shop in Middle Tennessee Doesn't Need an Sdr Team. IT Needs a Swarm.

A shop owner who is great at fixing trucks shouldn't have to be great at sales too. We built an agent swarm that handles prospecting, qualification, follow-up, and booking — so the shop can grow without hiring people it can't afford.

Read insight
Thought Leadership

We Built a Swarm Before We Sold One

Queen City AI built its own agent swarm before offering to build anyone else's. Here is what we learned, and why we are ready to build yours.

Read insight
Announcement

Queen City AI Welcomes Alex as Queen City Business Partner and Head of Growth

Queen City AI announces Alex as its newest Queen City Business Partner and Head of Growth, strengthening the firm's commitment to client-centered AI and automation solutions.

Read insight
Thought Leadership

Why Most Nonprofits Are Getting Agentic AI Wrong

92 percent of nonprofits use AI. Only 1.2 percent deploy AI agents. The gap between adoption and impact is growing, and most organizations are skipping the foundational work that makes agentic AI useful.

Read insight
Thought Leadership

Queen City AI Launches Donorsignal.org

We launched DonorSignal.org to help nonprofits fix their fundraising infrastructure, clean up their systems, and get time back for the work that matters.

Read insight
Showing 12 of 42
Book a Discovery Call