Articles & thinking.
Practical thinking on digital strategy, accessibility, and AI, written from the work itself: government rebuilds, audits, and the agents that run our own products.
How to measure whether an AI tool actually saved your team time
A practical before-and-after method to measure AI ROI in hours: baseline the task, count time reclaimed, and watch for hidden review costs.
Can a very small or solo business use an AI agent?
Yes. Team size is not the gate, repeatable work is. Here are the first tasks a solo business should hand to an AI agent, and how to keep it low-risk.
How to keep the human touch when you automate
Keeping the human touch when you automate comes down to one deliberate line: automate the repeatable task, keep people on relationships and judgment, and keep a human in the loop on the moments that need one. Done right, automation makes a business feel more personal, not less.
How an AI agent learns your business process
An AI agent learns your process the way a new hire does: you show it your steps, it works while you review, you correct it, and it improves with feedback, with a human in the loop throughout. A plain-terms walkthrough that takes the black box out of it.
Should you build or buy a tool to reclaim your team's time?
Build versus buy is really a timing decision. Here is when building makes sense, when buying gets you hours back faster, and the hidden cost of maintaining a build.
What does an AI agent actually do all day?
An AI agent carries out defined, repeatable tasks end to end and hands off anything outside its lane. Here is the plain-English, day-in-the-life version.
What to look for in a tool that frees up your team's time
A vendor-neutral buyer's guide to evaluating any time-saving tool: fit to your workflow, how it learns your process, where humans stay in the loop, setup effort, and honesty about limits. Plus the red flags to walk away from.
How to implement an AI agent in a small business: a week-by-week first month
A week-by-week walkthrough of the first month with an AI agent: pick one task, let it learn your way, stay in the loop, and watch the hours come back. A gradual handoff, not a disruptive rollout.
AI agent vs hiring a virtual assistant: which gives you more time back
An honest, criteria-based comparison of AI agents and virtual assistants, what each is good at, how cost and consistency differ, and when to use which or both to get your team's time back.
How to get hours back in your work week without adding headcount
A practical playbook for small teams: find the work that repeats, hand the repeatable slice to an AI agent, and keep your people on the judgment calls.
The everyday tasks quietly eating your team's week
A scannable catalog of the recurring tasks that drain a small team's week, with a clear call on each: a good first thing to hand to an AI agent, or one to keep human.
How to find where your team's hours actually go
A one-week, two-bucket method to find the repeatable work eating your team's time, and the three tasks to hand off first.
Questions to ask before you automate a workflow
A short, honest checklist for deciding whether a workflow is ready to hand off to an AI agent, so you reclaim time without losing accuracy or judgment.
How to know if your business is ready for AI automation
A practical readiness check for small teams: the honest signs you can hand one workflow to an AI agent, the signs you cannot yet, and how to start small.
RFP scorecard: how to evaluate a digital agency before you sign
A practical scorecard non-technical buyers can use to evaluate a digital agency: proof, references, ownership, accessibility, scope, and exit terms.
The hidden cost of "we will just hire someone"
Before you hire to absorb repetitive busywork, count the full cost and ask whether an AI agent could take the tasks instead.
Fractional CTO vs a full-time hire: a cost and outcomes breakdown for SMBs
Most SMBs and nonprofits have fractional-sized leadership needs, not full-time problems. Here is how to tell which one you need.
Moving off Drupal: when a CMS becomes the bottleneck
How to tell when Drupal has become your team's bottleneck, how to weigh a drupal alternative, and how to migrate without the risk.
Why your county website fails accessibility audits, and the cheap fixes
The most common reasons county websites fail ADA accessibility audits, and the cheap, practical fixes your team can make before the 2027 deadline.
Government digital transformation when the budget is tight: where to start
A practical guide for budget-constrained local and county teams on where to begin, what to skip, and what comes first.
What is answer engine optimization (AEO) and why it is replacing SEO for AI search
AEO is how you get your business named in the direct answers AI tools like ChatGPT and Google give, not just ranked in a list of links.
How to get cited by AI: a practical guide for small businesses
A plain-language guide to how ChatGPT and other AI assistants pick which businesses to cite, and what owners can do to earn those mentions.
Picking your first AI agent: a practical guide and what it should do
How to choose your first AI agent: pick a repetitive, rules-based, high-volume task with low judgment, then start small and keep a person in the loop.
How to automate back-office busywork without replacing your team
A practical guide to automating invoicing, data entry, scheduling, and reporting so your staff get their time back, not pushed out.
Replacing your CMS with agentic content workflows: keep the editors, lose the bottleneck
Agentic content workflows can replace the traditional CMS as your publishing hub without replacing your editors. Here is what moves to agents, what stays human, and how to start without a migration.
What an AI agent can take off a small business's plate this month
Not someday, not after a transformation project. A concrete list of the work an AI agent can absorb in the next thirty days, what it costs, and the two rules that keep it from becoming another job.
Will AI agents replace your employees?
The honest answer for small teams: no. Here is what an agent actually takes off the plate, what stays human, and how to test it with one job.
AI agent security: the questions to ask before you let one into your business
Before an AI agent touches your data, ask four questions about access, data handling, oversight, and failure. A practical checklist for small teams.
AI agents vs chatbots: the real difference for a small business
A chatbot answers questions. An AI agent takes action across your systems. Here is what that difference actually means for your team's time.
The ADA Title II deadline: a 2027 checklist for cities and counties
DOJ moved the web accessibility deadline to April 2027. Here is the quarter-by-quarter checklist that gets a city or county compliant without a panic rebuild, and the reasons not to treat the extension as a pause.
What does a fractional CTO actually cost?
Hourly rates, retainers, and the full-time comparison nobody runs honestly. Real numbers for nonprofits, local government, and small businesses trying to budget for technology leadership.
How Nonprofits End Up Locked In by Their Software Vendors
Nonprofit software vendor lock-in turns a routine purchase into a hostage situation three years later. Here is how the trap works, the signs you are already in it, and what to do before the next renewal.
ADA Title II Deadline Extended to 2027. Don't Spend the Year Waiting.
The DOJ pushed the ADA Title II web accessibility deadline to 2027 for larger public entities and 2028 for smaller ones. Here's what to do with the extra year, and why doing nothing is the wrong move.
Signs It's Time to Replace Your Digital Agency
Most organizations wait too long to switch agencies. Here's how to tell when it's time, and what to do about it without getting stuck.
Your Tech Team Doesn't Need More People. It Needs Direction.
Most organizations hire when they hit a technology wall. Six months and $180,000 later, they have more people and the same problems. The gap is almost never headcount.
Get an AI Audit Before You Buy Another Tool
Most companies buy AI tools without knowing what they need. An AI systems audit saves you from expensive mistakes and shows you what's actually worth building.
The Real Cost of Bad Technology Decisions for Nonprofits and Government
Bad technology decisions cost mission-driven organizations more than money. They cost time, trust, and mission impact. Here's what goes wrong and why it keeps happening.
Why Your Nonprofit Needs a Fractional CTO (Not a Full-Time One)
Most nonprofits can't afford a full-time CTO — and don't need one. A fractional CTO gives you senior technology leadership without the $250K salary.
What is an AI Systems Audit?
An AI systems audit is a structured assessment of your organization's operations to identify where artificial intelligence can deliver real, measurable improvements — and where it can't.
What is digital accessibility compliance?
Digital accessibility compliance means your website, applications, and digital services can be used by people with disabilities — and that you meet the legal standards requiring it.
What is a Fractional CTO?
A fractional CTO is a senior technology leader who works with your organization part-time, providing the strategic guidance of a full-time executive without the full-time cost.
Drupal Is More Than a CMS: Building Data Platforms and APIs That Power Real Systems
When most people hear "Drupal," they immediately think of content management: articles, pages, blocks, and menus. But what makes Drupal truly powerful isn't just how it manages content. It's how it can also model data, enforce governance, and share that data across systems.
Drupal is dying
Not because it is useless. Because the incentives around it push buyers away.
How-to host Drupal 11 on Heroku
Heroku doesn't usually come up in conversations about Drupal hosting. Most teams reach for it when building Rails apps, Node backends, or launching SaaS prototypes. But that doesn't mean it's off the table for Drupal.
The credibility of complexity
Complexity intensifies as internet development evolves. Remember the early days? A simple website with basic HTML and a few images was enough. But, new tech and higher standards have made it hard to make tools for users.
How to properly log an issue
Logging issues on your project is an inevitability. Unfortunately, so are the hassles that come with improperly logged issues.