Quote from a drawing.
A customer emails a PDF. We read the material, quantity, and tolerances, match your past quotes, and hand back a draft with margin.
Built on Amazon Textract and Bedrock.
AI Integration
We build the AI your operation needs and run it inside your own AWS account. Nothing trains on your data. The code and the account stay in your name.
Book an assessment
Your data stays in your AWS account and region. No outside vendor trains on your drawings or your customers.
We run our own AI product on AWS in production. This is work we do every week.
The code, the models, and the AWS account are in your name. If you ever leave, you take everything.
Three steps, fixed at each one. You see the payback before we build.
We map your operation and rank every workflow by payback.
Fixed scope, fixed price. You own what we ship.
Running, yours to keep.
These examples come from the shop floor, where most of our AI work lives. The same approach fits any business with repetitive, document-heavy work.
A customer emails a PDF. We read the material, quantity, and tolerances, match your past quotes, and hand back a draft with margin.
Built on Amazon Textract and Bedrock.
Ask for the cert on lot 4471 or the torque spec for an assembly and get the answer with the source.
Built on Bedrock Knowledge Bases.
A camera flags surface defects, porosity, or a missing feature before the part moves on.
Built on Amazon Lookout for Vision.
Leads ask in plain English where the material is or what runs next, against your ERP and your documents.
Built on Amazon Bedrock.
Record what your experts know and turn it into an assistant the next hire can ask.
Built on Amazon Transcribe and Knowledge Bases.
Machine sensor data flags an anomaly while there is still time to act.
Built on Amazon Lookout for Equipment.
Built on AWS
We build on AWS because it keeps your data in your account, scales only when you use it, and leaves you something you own.
Your documents and signals
Drawings, POs, certs, camera and sensor feeds.
Your AWS account
Read
Textract pulls the fields from a PDF or a drawing.
Reason
Bedrock drafts the quote or answers the question.
Search
Knowledge Bases finds the cert or the spec, with the source.
See
Lookout for Vision flags a defect from a camera.
Watch
Lookout for Equipment catches a failure before it stops the line.
Your ERP, CRM, or dashboard
Results land where your team already works.
Why us
Our own product runs on AWS today, finding buyers inside a manufacturer's CRM. The build patterns come from work we ship.
Least-privilege access, an audit trail, no shared root keys. We set up the account the right way, which most AI shops skip.
Fixed-fee entry points so you see results before any retainer.
Opportunity Assessment
Two to three weeks. We map your operation and rank every AI opportunity by payback and effort.
Workflow Build
We build the high-value workflows. Fixed scope, fixed price. You own what we ship.
Advisory Retainer
Ongoing. We prioritize the roadmap, pick the tools, and keep your team current.
Yes. We build in your AWS account, in the region you choose. If you do not have one, we set it up in your name.
You do. The code, the models, and the account are yours. If we part ways, you keep everything and it keeps running.
It stays in your account. Nothing is sent to a third-party AI vendor to train on. Access is locked to the people you name.
No. We set one up for you, or we build inside the one you have. Either way it ends up in your name.
No. We handle the build and the running of it. You get a tool your team uses, and we keep it running.
Most work starts with a $9,500 assessment that ranks every opportunity by payback. Builds start at $15,000 per workflow. The assessment tells you the number before you commit.
The assessment is the fastest first step. We map your operation and show you what to build first.