Technology background
BOUTIQUE AI ENGINEERING

Ship Production AIin 3–4 Weeks

A senior team building production RAG systems, AI agents, and fine-tuned LLMs.
Deployed in your AWS, Azure, or GCP account — your cloud, your data, your control.

AWS, Azure & GCP
Senior Engineers Only
Fixed-Price Pilots
See Case Studies

What We Build

Four focused capabilities — done well — instead of a long list done shallowly.

RAG Systems

Conversational interfaces over your private data, using vector search and grounded LLM responses.

Built for AppEvolve, GrayHair

AI Agents

Autonomous agents that reason, call tools, and integrate with Slack, internal APIs, and your workflows.

100+ queries/week in production

LLM Fine-Tuning

Domain-specific model fine-tuning on AWS SageMaker and Bedrock for higher accuracy and lower inference cost.

Faster training pipelines

AWS / Cloud MLOps

Production deployment in your AWS, Azure, or GCP account with monitoring, IAM, and CI/CD baked in.

Your cloud account

How We Work

A simple 3-step process that takes you from first call to production in 3–4 weeks.

01
1–2 Days
Discovery

Understand & Scope

A 15-minute call to understand your problem, data, and constraints. We follow up with a fixed-scope proposal within 2 business days.

Deliverables

  • Problem validation
  • Technical approach
  • Fixed-price quote
02
2–3 Weeks
Pilot

Build & Validate

A 2–3 week sprint to build a working prototype with your real data. Weekly demos, written progress updates, and a clear path to production.

Deliverables

  • Working prototype
  • Evaluation metrics
  • Deployment plan
03
1 Week
Production

Deploy & Hand Over

Deploy to your cloud account with monitoring, IAM, and CI/CD. Documentation and a 30-day support window are included so your team can take it from there.

Deliverables

  • Production deployment
  • Monitoring & alerting
  • Handover documentation

Most pilots start within a week of our first call.

Notable Case Studies

A few engagements that hint at our range.

Gulp.ai LLM Fine-Tuning Pipeline
Fine-TuningAWSSageMaker

Gulp.ai LLM Fine-Tuning Pipeline

Architected scalable infrastructure for AI self-improvement using VeRL and SageMaker HyperPod, significantly improving GPU utilization and reducing training time.

Enhanced GPU UtilizationRead case
GrayHair AI Agent & Slack
AI AgentsRAGAWSSlack

GrayHair AI Agent & Slack

Built context-aware AI chatbot for instant access to postal industry knowledge, reducing workload on experts and improving response consistency.

100+ queries/weekRead case
AppEvolve Knowledge Base Bot
RAGAWSSlack

AppEvolve Knowledge Base Bot

Implemented AI-driven Slack chatbot with AWS Bedrock and Pinecone, enabling engineers to access documentation conversationally.

60% time savedRead case
Protein Sequence Search
AI AgentsAWS

Protein Sequence Search

Developed blazing-fast similarity search for protein sequences, enabling biology companies to find matches in milliseconds.

Sub-second searchRead case

Recent clients

Rent Secure logo
PrintPal logo
Trieve logo
TubeFilter logo
ICM Hub logo

What our clients say

Honest feedback from the founders and teams we've worked with.

Atlas
Client Logo
Acelab
Light
Client Logo
"Our collaboration with ForthClover has consistently surpassed our expectations. From initial scoping through delivery, they’ve been a reliable partner across multiple client projects — handling complex AI work end-to-end and communicating clearly the entire way."
Jason Martin

Jason Martin

Founder, AppEvolve

Ready to Ship Your AI Project?

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

Frequently Asked Questions

Most pilots take 3–4 weeks total: 1–2 days of discovery and scoping, a 2–3 week build sprint with weekly demos, and roughly a week to deploy and hand over. Timelines we quote are fixed up front, not best-case estimates.

Let's Build Something Real

Tell us your goal and we'll outline a 3–4 week pilot with a measurable success metric.

Email us

hello@forthclover.tech

Headquartered in

7923 Inverness Ridge

Potomac, MD 20854

Distributed team of senior engineers