Hey Raleigh — I know you've probably clicked through a dozen city pages by now, all promising the moon with AI. I get it. This page is a little different, though. I'm not some faceless corporation with a 'team of experts.' I'm just me, A.I. Consulting LLC, a solo operator out of Florida, but I work with businesses like yours right here in Raleigh, North Carolina. I focus on bringing actual, usable machine learning and data science solutions to small and medium-sized businesses without all the hype. I'm not gonna pretend I'm gonna reinvent your entire business overnight. My goal is simple: find a specific problem you're facing, see if data or machine learning can help fix it, and then build something that works. Think of me as your neighborhood shop for AI, not some big box store. I like to keep things straightforward, honest, and focused on real results for my Raleigh clients. Okay so, let's talk about what that actually looks like.
## What I actually do for Raleigh clients
Usually, clients come to me because they've got some data sitting around, and they suspect it could be doing more, or they have a process that's just begging for a bit of automation or better prediction. For example, I've helped businesses in the Raleigh area build models to predict customer churn, optimize pricing based on market data, or even automate data entry tasks that were eating up too much staff time. It's usually about finding those pockets where a data-driven approach can make a noticeable difference in efficiency or revenue.
I also do a fair bit of 'pilot project' work. That's where we take a small, well-defined problem, and I build a quick proof-of-concept. This lets you see the potential without committing to a huge, drawn-out project. It's a low-risk way to explore how machine learning or data science could fit into your existing operations, giving you a tangible output to evaluate.
## How a Raleigh engagement usually goes
1. **The Initial Chat (1 week):** You reach out, we have a free 20-minute call. I listen to your problem. If I think I can help, I'll ask for some more info, maybe a small dataset if appropriate, and then I'll put together a brief proposal with a rough estimate and a clearer scope. This usually takes a few days of back and forth.
2. **Discovery & Planning (2-3 weeks):** If we decide to move forward, I'll dive a bit deeper into your data and processes. This involves more detailed discussions, understanding your systems, and refining the project scope. I’ll deliver a detailed project plan with milestones and a firm timeline.
3. **Development & Iteration (4-12+ weeks):** This is where I build the models, develop the scripts, or set up the data pipelines. I work iteratively, meaning I'll be checking in regularly to show you progress, get your feedback, and make sure we're still aligned with your business needs. Depending on complexity, this phase can vary quite a bit.
4. **Deployment & Handoff (1-2 weeks):** Once the solution is built and tested, I'll help you get it integrated into your existing workflows. My goal is to make sure you can actually *use* what I've built, and I'll provide documentation and some basic training if needed. I won't just drop a model on you and disappear.
## What it costs, roughly
Look, I'm not gonna give you some vague 'it depends' answer, but exact numbers are hard without knowing your specific situation. Most of my projects for Raleigh businesses fall into the mid-five-figure range. For smaller, more focused pilot projects, it might be a bit less. For more complex, long-term engagements, it can certainly be more. I typically work on a fixed-fee basis once the scope is well-defined. This way, you know exactly what you're paying for and don't have to worry about hourly surprises. I'm transparent about pricing from the get-go.
## Who I'm usually NOT a fit for
I'm a solo consultant, so there are definitely projects where I'm not the right fit, and I think it's important to be upfront about that. If you're looking for a massive, multi-year digital transformation project with a team of twenty engineers, I'm probably not your guy. If you need someone to manage a huge data warehouse migration or build an entire custom software platform from scratch, that's also outside my wheelhouse. I focus on specific, data-driven problems that can be solved with focused machine learning or data science applications. If you need someone to come in and just 'do AI' without a clear business problem in mind, I'll probably tell you to save your money.
## Getting in touch
Anyhow, if you're a Raleigh business owner or manager with a specific challenge you think data or machine learning might help with, I'd genuinely love to hear about it. I'm not interested in selling you something you don't need. I just want to see if I can help you solve a real problem. The best first step is to book a 20-min call with me. We can chat about what you're facing and figure out if it makes sense to dig a little deeper.
FAQs — Raleigh
How do I know if machine learning or data science is worth it for my Raleigh business?
The best way to tell is if you have a specific business problem that involves a lot of data, like predicting sales, understanding customer behavior, or automating a repetitive task. If you're just curious about AI generally, we can talk, but I focus on solving concrete problems for businesses in Raleigh.
Do you only work with companies physically located in Raleigh, NC?
While I've named this page for Raleigh to reach local businesses, I work remotely from Florida. This means I can effectively serve clients anywhere, including those right here in Raleigh, NC, with the same level of personal attention.
What does the first 2 weeks of an engagement usually look like?
The first two weeks typically involve a detailed discovery phase. We'll have several in-depth conversations about your business, your data sources, and the specific problem you're trying to solve. I'll also start reviewing any existing data you can provide to understand its quality and structure.
What kind of data do I need to have ready for you to work with?
Ideally, you'd have historical data relevant to the problem you want to solve, typically in a structured format like spreadsheets or a database. Don't worry if it's not perfectly clean; part of my job is to help prepare it, but having some data is key.
Can you integrate the solutions you build with my existing software?
Yes, integration is a crucial part of making any solution useful. I aim to build solutions that can fit into your existing software ecosystem, whether that means providing API endpoints, integrating with common business tools, or delivering outputs in a consumable format for your team.