Frontier Code Intelligence,
Built From the Ground Up.

CLOVERHAY LLC develops advanced code intelligence systems through full-scale pretraining — engineered in the United States with clean data, disciplined training, and honest evaluation.

Work With Us
Full-Stack
Pretraining Pipeline
In-House
Data & Infrastructure
US-Based
Research & Engineering

What We Do

We build code intelligence from first principles — owning every layer of the stack.

🧠

From-Scratch Pretraining

We train code models from zero — architecture, data, and training infrastructure built in-house for maximum control and quality.

🗂️

Code Data Pipelines

Deduplication, filtering, and curation across many programming languages to produce clean, high-signal training corpora.

📊

Evaluation & Benchmarks

Rigorous, honest testing against established coding benchmarks to measure real capability — not benchmark gaming.

🎯

Custom Adaptation

Domain-specific tuning for enterprises that need systems aligned to their codebases and workflows.

🔒

Private Deployment

Self-hosted and VPC deployment options for organizations with strict data and compliance requirements.

API Access

Production-grade inference endpoints for developers building on our systems.

Capabilities

A family of code intelligence systems, each tuned for a different balance of speed, scale, and depth.

🚀

Compact & Fast

Lightweight systems optimized for IDE integration, edge deployment, and low-latency workflows.

⚖️

Balanced Workhorses

General-purpose systems that balance capability and accessibility for everyday development.

🏔️

Frontier Scale

Large-scale systems for the most demanding enterprise workloads, available via API.

About Us

CLOVERHAY LLC is a US-registered company with research and engineering teams across the United States. We are a focused group of systems engineers and ML researchers who believe the best code intelligence is built from the ground up — with clean data, disciplined training, and honest evaluation.

Contact

Interested in our systems or services? Reach out.

admin@caisl.cc