Building systems that reason.
Enterprise AI adoption and legacy modernization — governance, safety, and auditability first.
Founded by Augustin Chan · digitalrain.studio · 𝕏 · LinkedIn
ARA-Eval — Agentic readiness assessment. Risk fingerprints across 7 dimensions, deterministic gating, multi-stakeholder alignment.
Crawl — Pre-migration intelligence. Extracts business logic from stored procedures, ETL jobs, and warehouse views.
ARA-Eval: Agentic Readiness Assessment — evaluation framework for determining when enterprises can safely deploy autonomous AI agents. Produces risk fingerprints across 7 dimensions with deterministic gating rules. Focused on Hong Kong financial services regulation.
Realistic Hong Kong Chinese name generator — era-aware, style-aware, multi-script output
CJK-native master data matching engine — multi-signal phonetic, visual, and normalization matching for Chinese/Japanese/Korean records. Built in Rust, runs in the browser via WASM.
Open-source pre-migration intelligence for enterprise data infrastructure. Extracts business logic from stored procedures, ETL jobs, and warehouse views. Step 0 before you migrate.
AI agents running research on single-GPU nanochat training automatically
Apple Silicon (MLX) port of Karpathy's autoresearch — autonomous AI research loops on Mac, no PyTorch required.
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
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