Signals, models,
and Sentry.

Binomial Technologies is a research-driven investment firm. We apply financial, AI/ML and computational methods to identify mispricings and inefficiencies in public markets.

§ 03.1 — Sentry

Where research
becomes a position.

We integrate and produce state-of-the-art AI research, fine-tuned in-house for finance. That research powers our screeners, the pre-processing layer where our ML, data and quantitative research live, and Sentry, the post-training layer where it is enriched, risk is managed systematically and capital is deployed.

Sentry deep dive

§ 03.2 — In-house models

Fine-tuned,
not borrowed.

We build our own models for finance — fine-tuned open-weight LLMs, classification and forecasting systems, and task-specific networks trained on our own data pipeline. Each model is small, auditable and deployed where it's used, rather than called from a general-purpose endpoint.

We plan to expand this effort into a dedicated AI research lab focused on finance — contributing at the frontier of LLMs and broader ML methods, alongside the applied work that already runs inside the firm.

embedding · 2d projection

t-SNE-ish · live

LLMs Classifiers Forecasters Task nets

§ 03.3 — Human-machine interaction