The lab is open · Atlanta, GA

AI tools. Built byWeb Experts.

Building the AI application layer for ambitious businesses.

Explore the AI products, experiments, and custom systems we are building to solve real problems in marketing, education, and responsible technology.

WE_AI_LAB / STATUS● ONLINE

list --tools --status

FMFullmoonPassive AI marketingInvite-only production
OAOrton.AIEducational AIIn production
TPTokenprintResponsible AILive public tool

three tools and counting_

AI Lab Update · August 20, 2026

Our AI story

AI work, shaped by the people who use it.

Web Experts has been delivering AI as a service since 2022. Our first offerings focused on AI-powered software, AI integration, and AI SEO.

Our first AI-powered product launched at The Howard School in Atlanta, Georgia. The school initially wanted to use a Khan Academy tool for its AI education initiative, and we suggested building a solution of its own. The Howard School chose our approach because we offered to develop the tool inside the school, using feedback from teachers and students to shape the final product: Orton.AI.

Today, we have active clients asking us to turn their ideas into AI-powered software and websites. We are also developing two AI-powered software suites for two very different industries: one for the building-science industry and one for the legal industry. If you are looking for Atlanta’s most pioneering AI company, look no further than Web Experts.

01AI-Powered
Desktop Apps
02AI-Powered
Websites
03Business Process
Automation
04Autonomous Intelligent
Data Entry
05AI Agent to Software
Conversions
06Offline In-House
AI Systems

01 / Tools from the lab

From concepts
to working systems.

Each started with a specific problem worth solving—not a model looking for somewhere to be used.

01 Invite-only production
FM

Passive AI marketing

Fullmoon

Find the moment before the market does.

A passive AI marketing system that helps local businesses recognize stronger demand signals, prioritize better-fit opportunities, and respond with better timing.

Built for local businessView lab file
02 In production
OA

Educational AI

Orton.AI

AI that asks students to think.

A purpose-built educational AI platform that helps students ask better questions, explain their reasoning, and learn through structured dialogue.

In Atlanta schools since 2022View lab file
03 Live public tool
TP

Responsible AI

Tokenprint

See what your AI habit actually costs.

A free, transparent calculator that estimates the energy, carbon, and water associated with text and image AI use—with the assumptions shown.

Free · No email requiredView lab file

02 / About Web Experts

Built in Atlanta.
Working everywhere.

Web Experts is an Atlanta, Georgia technology firm founded in 1999. We design and build custom websites, mobile apps, AI integrations, and digital systems for organizations that need strategic guidance and reliable long-term support.

WebExperts.ai is our AI lab—a focused place to share the tools, experiments, and practical lessons that come from doing that work.

Learn more about Web Experts

03 / From prototype to product

You built something cool.
Now make it real.

Maybe it started as a Claude artifact, a custom GPT, a ChatGPT workflow, or a Codex project you assembled over a weekend. It works—but turning a promising prototype into software people can depend on online or on the desktop is a different job.

Web Experts has experience taking AI-assisted ideas beyond the demo: product decisions, interface design, architecture, security, data, accounts, hosting, desktop installers, updates, monitoring, and the unglamorous details that make software trustworthy.

Agents are powerful builders, but they only understand the context they are given. Without clear constraints, real-world requirements, and experienced review, an agent can produce a convincing solution that creates more problems than it solves. We bring the context, engineering judgment, and follow-through needed to finish the job well.

Bring your prototype to life
01

Launch it online

Turn the experiment into a dependable web product with the right structure, hosting, data, and user experience.

02

Ship it on desktop

Create a focused desktop application with installation, updates, privacy, and a workflow people can actually use.

03

Add the missing context

Pair agent speed with product thinking, engineering judgment, and knowledge of the real environment where it must work.

04 / Our position

The biggest model
is rarely the right one.

We believe useful AI is specific, understandable, appropriately sized, and accountable to the people it serves.

See our AI capabilities
01

Start with the human problem.

Technology earns its place by improving a real workflow, decision, or experience.

02

Keep people in the loop.

Good systems support judgment. They do not hide uncertainty or pretend to know more than they do.

03

Use less when less works.

Open-source, local, and smaller models can be faster, more private, and far more efficient.

04

Show the work.

We make assumptions visible, measure outcomes, and say clearly what is experimental.

05 / From the blog

Ideas from
doing the work.

Have a problem worth solving?

We build the tool
your workflow is missing.

The lab documents what we make.Web Experts is where we build something specific for you.

Talk to Web Experts

Let’s make it real

How can we help you
integrate AI?

Whether you have a working prototype, an early idea, or a business process that needs a better tool, tell us where you are and where you want to go. We will look at it in context and respond personally.