Advisory, Delivery & Training

We tell you what AI you need, what you don't, and the most efficient way to get started.

No hype. No padding. No overbuilt agents. Our AI engineers and strategists find the workflows AI can automate or where your team needs training. We give you the best prompt, tool, or trained person to do the job, and only build custom solutions when nothing else fits.

Schedule a free 30-min audit

Notable AI work for

Microsoft

Harvard University

Brown University

SellScale

01Why

What you get out of working with us.

  • 01.1

    Reclaim 5-15+ hours per week, per employee

    Most operators are over-stressing their team to do work AI can quietly absorb. We find those hours and give them back.

  • 01.2

    Stop paying for the wrong AI tools and custom builds

    We audit before we propose. If a $20 subscription beats a custom build, you'll hear it from us first.

  • 01.3

    Gain a proven, honest partner for your AI journey

    We're tool-agnostic and build-vs-buy agnostic. We get paid to tell it like it is, not to upsell.

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

02The gap

You know AI matters, but you don't know where to start or how to get it right.

Owners want to use AI to cut costs, increase output, and get more out of their teams. But most have been burned by trying AI tools that didn't fit, hiring developers that built broken agents, or writing prompts that worked the first time but couldn't deliver over and over.

We solve those problems. We are a team of proven and vetted AI experts who can tell you exactly what AI you need (and what you don't), give you the exact tools and prompts that match your workflows, and only build custom agents when it makes sense for your unique needs.

03Fit

Who we work with.

We've worked with everyone from solo owners to Fortune-ranked companies, but our best clients share a few traits.

  • If you aren't looking for a magic bullet, we're a fit.

    You don't expect one prompt, tool, or custom build to work miracles. You have a grounded, realistic picture of what you want to achieve with AI.

  • If you're open to honest pushback, we're a fit.

    You're ok with hearing it if your goal is bigger than what current AI or your resources can deliver, your desired tool isn't right, or your custom agent idea isn't going to work.

  • If you can experiment, we're a fit.

    You know AI takes time to test, iterate, improve, and scale before it delivers, and your people will need training to use it well.

04How we work

We adapt to almost any scenario, but most engagements follow this process.

01

A structured, human-led audit

Many of our clients come in not knowing exactly what they need, and keep getting pitched complicated and expensive builds that will never deliver. That's why we start every engagement with a free, 1-on-1 audit of your existing processes.

  • Dig into your goals, workflows, tool stack, and team structure
  • Talk through any AI you are currently using, or tried in the past
  • Identify which manual workflows can be AI-automated
02

A 100% custom and practical AI plan

We take the workflows we identified during your audit, then come back to you with a clear picture of the most efficient way to automate them. Sometimes our clients deploy themselves and our work stops here. Sometimes they need our hands-on help in the short or long-term.

  • What can be done with a prompt — and we give you that prompt
  • What can be done with an off-the-shelf tool you can install ASAP
  • What needs a custom build, implementation help, or a retainer
  • If continued work is needed, and if we are even the right fit
03

Hands-on delivery, training, and support

If our client actually needs a larger scope than a prompt or off-the-shelf tool, and if we are the right fit, we get to work. This step can be anything from a few hours of advisory to 8-12+ weeks of development, training, and expansion.

05Engagements

Common ways we work with clients.

01

Pre-built vertical AI tool setup

We find the tool that fits your workflow, install and configure it, train your team, and provide light ongoing maintenance.

Best for
Most operators who want to try AI, looking for a tested off-the-shelf starting point before iterating into anything custom or bigger.
Scope
Tool selection, install, configuration, light training.
Output
A working stack your team owns, with a short maintenance retainer if needed.
02

Custom AI build & implementation

When a workflow has a real need for a tailored solution of meaningful size, we design, build, and implement it.

Best for
Teams with a workflow no off-the-shelf tool covers cleanly, and who have the resources, time, and patience for a real custom build.
Scope
Prototype, iterate, architecture, build, integration, internal rollout.
Output
A production AI system fully integrated into your operations.
03

AI advisory/management retainer

Ongoing support, including help with hiring and managing labor, selecting vendors, and setting AI direction.

Best for
Operators with multiple AI initiatives, who want light guidance to do things themselves, or who are scoping toward a bigger build.
Scope
Vendor reviews, hiring help, agent performance review, escalation.
Output
A senior AI partner on call without the full-time hire.
04

AI training & bootcamps

Tailored AI training programs for your team and stack. Day-long workshops, multi-week bootcamps, or custom curriculum.

Best for
Teams that need to actually USE AI competently. Anyone responsible for getting their team fluent with AI from the ground up.
Scope
Curriculum design, workshops, labs, assessments, coaching.
Output
A team that ships AI-touched work without our hand-holding.
06Cases

Case studies.

  • AI advisory prior to custom build

    A community-safety tech company was launching its first AI-powered platform. The team had a UI/UX prototype and a budget but no internal technical capacity to evaluate vendors or make infrastructure decisions. FullGen walked through their requirements, prototype, and technical needs, and provided ongoing advisory on technology choices, team selection, and budget allocation. Working with FullGen, the company selected a strong team, reduced their infrastructure costs, addressed technical issues their internal team could not solve alone, and launched the app successfully under budget.

  • AI agents to reduce manual paperwork processing

    A mortgage company wanted to automate customer intake by using AI to classify and route incoming applications, questions, and documents. FullGen mapped every type of incoming request from their intake workflow, identified who handled it, and found the bottlenecks. They built an orchestrator to classify incoming documents, developed a multi-agent architecture to process each type of request, and iterated until the agents operated near-perfectly without manual oversight.

  • Building a data-intensive AI product for a fragmented market

    Every year almost 1.2 million college students in the U.S. transfer, but the process of transferring credits is broken. Credit data is messy, siloed, and fragmented by state lines, with no affordable national database. An education-technology company worked with FullGen to build an AI engine that took scattered, unstructured public data across dozens of formats and turned it into a single searchable platform. FullGen then built an additional AI layer and recommendation engine that let students query the database and identify what transfer opportunities were available to them.

Dev Ramesh

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.

Providence, RI · USABrown University, M.S. in Computer Science

Schedule your free 1-on-1 audit

You'll speak face-to-face with our founder Dev. He'll dig into your goals and workflows, highlight where AI can help, and provide you with a detailed plan for how you can bring AI to your operations, even if you don't need our help or we're not the right fit.

Dev Ramesh

Founder of FullGen

FullGen