Advisory & Engineering for AI
We deliver AI where needed,tell you where it's not,and we do it fast
Proven AI strategists and engineers who solve tangible challenges in your operations or roadmap. We offer honest AI audits, efficient implementations, and senior-grade builds without padding, overpromising, or hype.

Our founder is a senior AI architect and engineer who works hands-on with every project, and leads a team of vetted AI experts to execute large-scale implementations.
- —Top 1% expert-vetted status on Upwork
- —Former CTO of AI-native startup
- —Led the first AI initiatives at Fortune-ranked companies and major universities/institutions
- —Built the Generative AI for Software Developers Specialization on Coursera
How we work - There are plenty of AI agencies that will promise you the world.
We take a grounded approach, and follow a few core principles for every project.
Deep discovery
We don't pitch, we listen then propose. We start every call with a deep dive into your problems, workflows, and strategy. We don't suggest a solution until we can describe your needs back to you better than you can yourself.
Honest assessments
We don't sell you anything you don't need. We are tool agnostic, build-vs-buy agnostic, and will never suggest a custom build when an off-the-shelf tool will do. We'll even tell you if you don't need to work with us at all.
Real technical rigor
We didn't just start selling AI services yesterday. We are established providers with years of deep technical experience in AI. We can operate at every level, from architecture, to development, to implementation, to training.
Flexible engagements
We never lock you in or make you dependent. We come in, do our job, and leave you capable of running your agents or deploying your new features without us. Most of our clients choose to come back, but none are ever forced to.
Examples of projects we've delivered
As individuals and an agency, we have worked across a wide range of AI projects for everyone from solo entrepreneurs to VC funded startups, to some of the largest enterprises in the United States.
What our clients say
★★★★★
Very professional and exceeded all my expectations. Highly recommend for anyone seeking expert guidance... Truly one of the best investments I've made. The advice not only helped me complete my project from start to finish but also showed me how to leverage credits and resources I never knew existed.
Tassiana T.
After Five Collective
★★★★★
Delivered our AI requirements to the word. Good background and knowledge related to AI services. Easy and flexible to work with. Even if needed has extended after hours and also provided support over the weekend when required... would definitely recommend if anyone is looking for AI Development.
Suketu G.
MiraLabs AI
★★★★★
Displayed an unwavering professionalism and work ethic from the start of the project and it goes without saying... exceptional content knowledge. Went over and beyond expectations. Produced high quality work in a timely fashion. Nothing was ever too much trouble and was always open to feedback.
Melissa M.
Microsoft Specialization
See if we're the right fit
Every engagement starts with an audit. Drop your email and a line on where you're stuck. We'll send back a personalized read on whether FullGen is the right fit, plus a founder-level take on your AI or product strategy. No commitment either way.