STRUCTD LLC — Florida
We are an engineering practice for applied AI, software, and cloud. We take the ambiguous problem — the inbox of PDFs, the decade-old database, the process nobody wrote down — and turn it into a system your team can run.
Deep engineering experience across
Google CloudAWS
What we do
Most engagements draw on more than one. A model is only useful once it is deployed, monitored, and someone can support it at 4pm on a Friday.
Retrieval systems, document extraction, classification, and LLM applications that hold up outside the demo. Evaluated against real outcomes, not a happy-path notebook.
Web and internal applications built to be handed over — typed, tested, documented, and deployable by someone who is not us.
Google Cloud and AWS work sized for the actual load. Infrastructure as code, sane budgets, and observability wired in from the first deploy.
The unglamorous layer that keeps the rest standing: identity, backup, monitoring, and the documentation your team can actually follow.
Selected work
Each had a domain problem sitting underneath the software problem. Getting that part wrong would have shipped a working application that was useless.
The bill is not driven by the value you get to appeal.
Chasing a document is a state problem, not an email problem.
The value is in the coverage, not the best example.
The bottleneck is not reading the documents, it is knowing what is still missing.
If you cannot debug it, prove it before it ships.
Live demo
Paste something unstructured — a note, an email, a ticket — and this will infer a schema and return typed JSON. It is a small thing running on our own cloud infrastructure, not a video.
Output appears here. Edit the text on the left, or pick a sample, then run it.
Runs on Cloud Run. Nothing you type is stored.
A short conversation is usually enough to tell whether we are the right fit. If we are not, we will say so and point you somewhere better.
Get in touch