We build systems that think with you, not for you.
A private, founder-led lab exploring how software, data, and AI can meaningfully improve decision-making, business operations, and human potential. This is a space for applied intelligence—not theory, not hype.
Real-time metrics and historical activity within the Compound ecosystem.
Turning raw data into actionable insights for real-world decisions.
Tools that help humans think better, not replace their thinking.
Interact with our laboratory instruments and validate intelligence outputs in real-time.
A chronological record of system updates, research breakthroughs, and laboratory momentum. We believe in documenting the trajectory of our intelligence systems.
Leverage the lab's infrastructure and intelligence for your specific systems.
End-to-end design of AI-integrated systems, from data ingestion to model inference.
Resilient, scalable backend systems designed for modern data-intensive applications.
High-fidelity prototypes to test and validate intelligence-driven product hypotheses.
Whether you require a technical audit, a production-grade intelligence pipeline, or R&D prototyping—we build for impact.
Get in TouchSystems for self-mastery, tracking, and behavioral optimization.
Lean software that solves actual operational problems.
Transitioned the site to a database-driven architecture. Integrated real-time GitHub activity aggregation for all members and implemented a centralized admin dashboard for managing site content and metrics.
Aggregated GitHub contributions across all lab members
We build on your ideas, expand on your logic, and simplify complexity one step at a time.
Expert-level collaboration on the things you need to get done—from coding to critical data analysis.
Like an expert in your pocket, collaborating expands what you can build on your own or with teams.
Problem scoping & user research
Hypothesis testing & validation
Architecture & production
Launch & measure impact
See how Sheif Compound AI Labs builds intelligent systems