AI that actually works
for your team.
We integrate into your business, learn your workflows and tech stack, and build tailored AI solutions for your engineering and sales teams — then make sure your people know how to use them effectively, so you start seeing results in weeks, not months.
The Problem
Your competitors are using AI.
Adopt now or get left behind.
You don't know where to start
The AI landscape is rapidly evolving. You're not sure what AI can actually do for your business, which tools are worth your time, or where to even begin.
You don't know which tools to use
The market is flooded with AI tools, and most aren't right for your business. Without hands-on experience, it's impossible to know what's genuinely useful and what will just create more noise.
You don't know how to integrate it
Even when you find the right tool, AI point products are only as useful as the workflows behind them. Building those workflows requires expertise and time that you may not have in-house.
The Process
How it works
Integrate
We join your team
We spend the first weeks integrating into 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, we stay involved to drive adoption of the AI systems we've built — supporting your teams, answering questions, and making sure the tools actually get used.
What We Build
Services
Engineering Workflows
- Custom AI development tools and plugins
- AI-assisted code review & documentation
- 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
- Regular 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, Databricks, 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