From AI prototype to production scale.
We design, build, and ship production AI — RAG, agents, and fine-tuned LLMs — with a senior team, fixed-price pilots, and code you fully own.
Trusted by founders & engineering teams at
A senior partner for AI systems that ship — and keep working.
We work with founders and engineering teams who need production AI delivered now, not after a six-month discovery phase. From RAG and agents to fine-tuning and inference, we work directly in your cloud environment so you keep complete ownership and control over performance and costs.
6+
AI systems shipped to production
RAG, agents, and fine-tuned LLMs across founder-led teams
3–4
Weeks from kickoff to a working pilot
Fixed scope, fixed price, weekly demos
100%
Of code and infra owned by you
Deployed in your cloud account, no proprietary lock-in
How we help you build and scale.
On a typical engagement we deliver a working pilot in 3–4 weeks and a production system 6–10 weeks after that. Senior engineers, fixed-price phases, and code in your repo from day one.
Strategic Guidance
AI Strategy
Navigate AI complexity with fractional CTO expertise. Build roadmaps optimized for ROI and scale.
Learn moreAI Implementation
AI Agents
Deploy production-ready agents with observability, tool integrations, and auto-scaling infrastructure.
Learn moreDocument Processing
Process structured and un-structured documents with AI that handles complex layouts, tables, and forms.
Learn moreRAG & Embedding
Give your AI access to proprietary knowledge with scalable retrieval systems over your private data.
Learn moreFine-Tuning & Inference
Build specialized models that reduce costs and improve accuracy for your domain.
Learn moreAI Infrastructure
Cloud Migration
Migrate from third-party APIs to your own AWS, Azure, or GCP — cut costs while gaining control.
Learn moreDevOps & Infrastructure
Production-ready, auto-scaling cloud infrastructure tuned for AI/ML workloads.
Learn moreSenior & Vendor-Neutral
Senior engineers only
Every engagement is staffed by senior engineers who have shipped production AI before. No juniors learning on your project, no account managers in the way.
Cloud- and model-agnostic
Deep experience across AWS, Azure, and GCP, and across OpenAI, Anthropic, and open-source models. We recommend the right one — not the one that pays a kickback.
Assessment-first, no pressure
Every engagement starts with a free strategy session and a written recommendation. If a project doesn't make sense, we'll tell you that — and pass.
You Own Everything
Code in your repo
Source ships to your GitHub or GitLab from day one. No private staging, no surprise repo handover at the end.
Infra in your cloud account
Everything deploys into your AWS, Azure, or GCP account — your data never leaves your environment, and your team retains full control of IAM and cost.
Open-source first
We avoid proprietary tooling and vendor lock-in wherever possible. You can maintain, extend, and replicate everything we build without us.
True Partnership
Fixed-price, fixed-scope
Pilots and production builds are quoted upfront with clear deliverables. No time-and-materials creep, no surprise invoices.
Pilot satisfaction guarantee
If we don't hit the agreed pilot success metric, we make it right — re-scope at no extra cost, or part ways. Small enough to actually mean it.
Honest recommendations
We'll tell you when fine-tuning isn't the answer, when a $5 prompt change beats a $50K migration, or when your real problem is data — not models.
Accelerate your AI build with our Risk-Free Path.
We're not an AWS partner — and we don't need to be. Instead of funding programs, we lower your risk with a free strategy session, fixed-price pilots with a satisfaction guarantee, and full ownership of every line of code.
Email-based scoping, no commitment
Discovery Conversation
3–4 weeks, written success metric
Fixed-Price Pilot
Code in your repo, infra in your cloud
Production Build
We've shipped 6+ AI systems with no missed deadlines.
You see the working pilot before you commit to a production build. If we don't hit the agreed success metric, we re-scope at no extra cost — or you walk away. We're small enough to actually mean it.
- 1
We scope your project together over email
- 2
You authorize a fixed-price Statement of Work
- 3
We ship a working pilot in 3–4 weeks
- 4
You see the result before paying for production
- 5
We hand off code, infra, and docs to your team
If you're ready to ship AI that actually works, let's talk.
No retainer required. No long-term commitment. Cancel any pilot mid-engagement if it's not working.
What our clients say.
Fede Torres
Team Lead, Trieve
Engineering tailored to our business logic, not just 'technical' work.
From kickoff to closing, the engagement was high-energy and creative. The quality of the work reflects the collaboration, knowledge, and care the ForthClover team brings to the table. The engineering talent isn't merely 'technical' — the solutions were tailored to our business logic and mindful of how our customers actually use the product.
Let's discuss your project. No sales pitch — just engineering guidance.
Whether you're exploring AI for the first time or scaling a validated prototype, send us a quick note and an engineer will reply within one business day with a clear next step.