About ForthClover

A boutique team of senior AI engineers shipping production systems in 3–4 weeks.

Senior engineers only
HQ in Potomac, MD · Distributed team
Founded 2020

Our Story

ForthClover was started in 2020 by engineers who had spent years watching enterprises burn months — and budgets — on AI initiatives that never reached production.

We took a different approach: stay deliberately small, take only the work we can do well, skip the overhead of slide decks and endless discovery, and ship production systems in weeks instead of quarters.

Today we're a focused team of senior AI engineers, headquartered in Potomac, Maryland, with a distributed team across multiple time zones. We deploy in our clients' own cloud accounts so they keep full control of their data and infrastructure.

Our name reflects how we think about our work — the rare four-leaf clover comes from patience and care, not luck. We don't believe in luck either. We believe in senior talent, fixed-price commitments, and code that holds up in production.

Our Values

What drives us every day

Speed

We ship in weeks, not months. No endless discovery phases.

Focus

We do one thing well: production AI systems that work.

Transparency

Fixed prices, clear timelines, open communication.

Reliability

Senior engineers only. 100% on-time delivery record.

Our Journey

2020

Founded

Started as a focused NLP and machine-learning consultancy.

2021

First production engagement

Shipped our first production AI system on AWS.

2022

Team grew

Expanded to a small team of senior engineers, all with prior experience at large tech and AI companies.

2023

Specialized in LLMs

Shifted our practice toward production RAG systems, AI agents, and LLM fine-tuning.

2024

Published case studies

Published our first batch of detailed case studies covering RAG, agents, and LLM fine-tuning.

2026

Boutique by design

Stayed deliberately small — a senior team focused on quality engagements rather than headcount growth.

How We Work

A small team with a deliberate operating model.

Senior engineers only

No juniors learning on your project. Every engineer has shipped production AI systems before.

Distributed team

Headquartered in Potomac, Maryland, with remote engineers across multiple time zones. We work async first, with regular live syncs.

Deployed in your cloud

We build inside your AWS, Azure, or GCP account so your data never leaves your environment and your team retains full control.

Why boutique works: Fewer handoffs, faster decisions, and you talk directly to the engineers writing the code — not an account manager.

Ready to Build?

A 15-minute call is enough to know whether we're a fit.