Okay so, you're here because 'automation' and 'process optimization' sound good, but maybe a little abstract. Most folks in Cambridge are really just tired of doing the same tedious stuff over and over, or they've got a bottleneck somewhere that's costing them time and money. I don't come in with a one-size-fits-all plan. What I do is listen, dig into your specific workflow, and then build something that actually helps.
### What I actually do for Cambridge clients
For a lot of my Cambridge clients, it starts with identifying those repetitive tasks that eat up hours. Think data entry, report generation, customer support triage, or even just sifting through emails. I'm talking about building custom scripts, integrating existing AI tools in smarter ways, or developing small, focused AI models that can take over some of that busywork. It's not about replacing people; it's about freeing them up to do the more interesting, human-centric parts of their jobs.
Typical projects might involve setting up an automated system to categorize incoming customer inquiries, or building a small AI that summarizes long documents for your team, saving them a ton of reading time. Sometimes it's helping you choose and implement the right off-the-shelf automation software and making sure it actually fits your Cambridge business's needs without causing more headaches than it solves. I'm all about making your daily operations smoother, not more complicated.
### How a Cambridge engagement usually goes
1. **Week 1-2: Discovery & Scoping.** I'll meet with you, usually virtually, but I'm happy to grab a coffee in Cambridge if that's easier. We'll talk about your biggest pain points, what's taking up too much time, and where you think AI *might* fit. I'll ask a lot of questions. By the end of this phase, I'll have a clear idea of one or two specific, achievable automation projects we can tackle, along with a proposed scope and fixed-fee quote. 2. **Week 3-6: Design & Development.** Once we agree on the plan, I get to work. This usually involves me building out the automation or AI model. I'll be in regular communication, showing you progress, and getting your feedback. This isn't a black box; you'll see what's happening every step of the way. Maybe I'll need some data from your systems or a quick chat with a team member to understand a specific process detail. 3. **Week 7-8: Testing & Refinement.** We'll put the new system through its paces. You and your team will use it, and we'll identify any kinks or areas for improvement. This is where we fine-tune everything to make sure it's working exactly as you need it to. My goal is for this to feel natural and truly helpful, not just another piece of software. 4. **Week 9 onwards: Handover & Support.** Once everything's running smoothly, I'll provide documentation and make sure your team knows how to use and manage the new automation. I offer a period of post-implementation support to iron out any unforeseen issues and ensure you're completely comfortable. My aim is for you to be self-sufficient, but I'm always a call away if something comes up.
### What it costs, roughly
I operate on a fixed-fee basis for most projects. This means you know the cost upfront, with no surprises. It also means I'm incentivized to get the work done efficiently and effectively. For a typical automation or optimization project in Cambridge, you're usually looking at a range starting from a few thousand dollars up to mid-five figures, depending on the complexity and duration. These aren't small investments, but the goal is always a clear return in terms of saved time, reduced errors, and improved efficiency.
### Who I'm usually NOT a fit for
I'm pretty upfront about this. If you're looking for someone to build a complex, multi-million dollar AI platform from scratch, I'm probably not your guy. I also don't do 'AI strategy consulting' without any actual implementation; my focus is on getting things *done*. And if you're not willing to dedicate a little bit of your own or your team's time to help me understand your processes and test things out, then it's probably not gonna be a good fit. I need your input to make this work.
### Getting in touch
If you're a business in Cambridge, Massachusetts, and you're ready to stop just thinking about automation and actually start doing something about it, I'd love to chat. The easiest way to get started is to book a 20-min call. We can talk about what's on your mind, and I can answer any initial questions you might have. No pressure, just a conversation to see if there's a good fit. I look forward to hearing from you!
FAQs — Cambridge
How do I know if AI is worth it for my Cambridge business?
The best way is to identify specific, repetitive tasks that take up a lot of time or are prone to human error. If you can point to something your team does over and over, that's often a prime candidate for AI automation to save time and resources.
Do you work with companies outside Cambridge?
While I love working with local Cambridge businesses, I do take on projects virtually for clients located elsewhere. The principles of process optimization and automation are universal, even if I can't grab a coffee in person.
What does the first 2 weeks look like?
The first couple of weeks are all about understanding your needs. We'll have detailed conversations about your current processes and pain points. My goal is to come out of this initial phase with a clear, actionable plan and a fixed-fee quote for a specific project.
What kind of data do you need from my business?
It really depends on the project. For some automations, I might need access to example data or system logs to understand patterns. For others, it might just be a walkthrough of your manual processes. I always prioritize data security and only request what's absolutely necessary.
What happens after the project is finished?
Once the project is complete and running smoothly, I provide documentation and ensure your team is trained to manage the new automation. I also offer a period of follow-up support to address any questions or minor adjustments needed, making sure you're comfortable with everything.