M.Lighthouse builds automation, AI agents, apps and data products, made to run on their own. One operator, an always-on server, and agents that do the repetitive work every night.
Each one is built once and then runs. Each comes with its proof: a live product, a running pipeline, a posted result.
Scheduled systems that build, check, post and report with no person in the loop. A claim gate reads new copy and bounces anything without a source back to draft. Monitoring sends the result to a phone, so a broken job is a message, not a surprise.
[ Proof ]the nightly loop behind every product further down this page.
Web apps, internal tools, dashboards, plugins, and data products built from public datasets: government surveys, federal registers, state licence files, court records. Each one is shipped, hosted and kept current by the same nightly jobs.
[ Proof ]fourteen kinds of thing, below.
An article becomes a clip, the clip gets posted, and pins and posts are queued and published by jobs. Reels and Shorts are produced from data on a schedule.
[ Proof ]one run of the pipeline: a guide page, the clip cut from it, the pin that went out.
How to choose
the right one
Google Ads and Meta, run from a manager account. Every night the results are pulled into one dashboard, so on Monday you open a single page instead of two ad consoles.
[ Proof ]a medical-device client's ad pilot runs on this loop.
Fourteen kinds of thing, each one live and kept current by scheduled jobs. Drawn here as a kind, not a client.
What's under
this address?
A plain verdict from the public survey, with the source on every line.
Cases, as they move
One operator, no account team. M.Lighthouse was started in 2020 in Minnesota after years in healthcare and medical-device marketing. You talk to the person who builds it.
The repetitive work is done by agents every night on an always-on server, which is how one person builds and runs this much.
[ the stack behind the work; no partnerships implied ]
Short answers to what people ask first.
Four kinds of system: automation and AI agents, apps and data products, content and video pipelines, and paid media with the reporting automated. Each one is built once and then runs on a schedule.
No. We do not sell website builds or web design. We build apps, agents and data products. Some of them live on the web, but the job is the system behind the page, not the page.
The system runs on an always-on server on a schedule. It builds, checks, posts and reports with no person in the loop, and when a job breaks you get a message on your phone instead of a surprise.
Yes. Google Ads and Meta, run from a manager account. Every night the results are pulled into one dashboard, so on Monday you open a single page instead of two ad consoles.
Write to us. A few lines about the process you repeat, the dataset you have, or the ads account you run is enough. Use the form on this page or email hello@mlighthouse.com, and the person who builds it replies.
A process you repeat every week, a dataset nobody has turned into a product, an ads account with no reporting. A few lines is enough to start. Or write directly: