AI that actually works
for your team.
We embed with your small or mid-size business, learn your workflows, and build custom AI tooling for your engineering and sales teams — then stick around to make sure it keeps delivering.
The Problem
AI is transforming business.
Most SMBs are getting left behind.
You don't know where to start
AI moves fast. You're not sure which tools are worth your time, what actually applies to your business, or where to even begin.
You don't know which tools to use
The market is flooded with AI products. Without hands-on experience, it's impossible to know what integrates with your stack and what will create more problems than it solves.
You don't know how to integrate it
Even when you pick a tool, connecting it to your existing systems — your CRM, your codebase, your data — requires engineering expertise most SMBs don't have in-house.
The Process
How it works
Embed
We join your team
We spend the first weeks embedded with your team — learning your tools, your processes, and where the real pain points live. No assumptions, no off-the-shelf solutions.
Build
Custom AI workflows
We design and build AI tooling tailored specifically to your engineering and sales workflows. Everything is built to integrate with your existing stack — no rip-and-replace.
Support
Ongoing partnership
After the initial build, you can choose to continue with ongoing support — iterating, expanding, and making sure your AI investment keeps paying off as your business grows.
What We Build
Services
Engineering Workflows
- AI-assisted code review & documentation
- Automated testing and QA pipelines
- Intelligent incident triage and alerting
- Internal knowledge base assistants
Sales Workflows
- AI-powered lead enrichment & scoring
- Automated outreach and follow-up drafting
- CRM data hygiene and summarisation
- Competitive intelligence monitoring
Ongoing Support
- Monthly check-ins and iteration cycles
- Monitoring and maintenance of AI systems
- Expanding tooling as your team grows
- Training your team to own what we build
Who You're Working With
About
Hi, I'm Ethan O'Mahony
I'm an AI Engineer with three years of experience as a Data Scientist and ML Engineer, now specialising in building internal AI systems that engineering and sales teams actually use.
I've worked hands-on with cloud infrastructure and SaaS platforms — including AWS, Snowflake, Datadog, and Splunk — and I understand both the technical depth and the business context needed to make AI deliver real value, not just demos.
I hold a BA in Mathematics from Trinity College Dublin and am currently completing an MSc in Data Science at University College Dublin.
Skills & Expertise
3+
Years in ML & AI Engineering
SMB
Focused — your scale, your needs
TCD
BA Mathematics
UCD
MSc Data Science (current)
Get Started
Ready to see what AI
can do for your team?
Book a free 30-minute discovery call. We'll learn about your business, your workflows, and whether we're a good fit — no pressure, no sales pitch.
Book a Free Discovery CallOr reach out directly at ethan@forgepoint.ie