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.
The lab is open · Atlanta, GA
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.
› list --tools --status
› three tools and counting_
AI Lab Update · August 20, 2026

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.
01 / Tools from the lab
Each started with a specific problem worth solving—not a model looking for somewhere to be used.
Passive AI marketing
A passive AI marketing system that helps local businesses recognize stronger demand signals, prioritize better-fit opportunities, and respond with better timing.
Educational AI
A purpose-built educational AI platform that helps students ask better questions, explain their reasoning, and learn through structured dialogue.
Responsible AI
A free, transparent calculator that estimates the energy, carbon, and water associated with text and image AI use—with the assumptions shown.
02 / About Web Experts
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
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 ↓Turn the experiment into a dependable web product with the right structure, hosting, data, and user experience.
Create a focused desktop application with installation, updates, privacy, and a workflow people can actually use.
Pair agent speed with product thinking, engineering judgment, and knowledge of the real environment where it must work.
04 / Our position
We believe useful AI is specific, understandable, appropriately sized, and accountable to the people it serves.
See our AI capabilities ↗Technology earns its place by improving a real workflow, decision, or experience.
Good systems support judgment. They do not hide uncertainty or pretend to know more than they do.
Open-source, local, and smaller models can be faster, more private, and far more efficient.
We make assumptions visible, measure outcomes, and say clearly what is experimental.
05 / From the blog
Transformative AI can exist long before the public sees it. The decisive question is not only what technology can do, but who chooses to deploy it and under which constraints.
Read article ↗AI history / 4 min readConversational AI did not begin with ChatGPT. ELIZA showed in 1966 how readily people attribute understanding to a machine that reflects language back to them.
Read article ↗Responsible AI / 4 min readAI can interpret, choose, persuade, and act. Anyone building with it must treat ethics and oversight as part of the engineering work.
Read article ↗Have a problem worth solving?
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
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.