A quantitative system for detecting structure and driving optimal decisions in complex data.
SIGMA is a proprietary algorithm built over fifteen years inside live capital and commodity mandates. It identifies subtle multi-dimensional patterns where traditional analysis fails, detects real-time regime shifts in market and operational conditions, and outputs the optimal action — with measurable confidence — in milliseconds, on a single server, inside your own infrastructure.
Most quantitative pipelines fail at the same place: they generate predictions, then leave the decision to a human under time pressure. SIGMA inverts that. The output is the action itself — buy, hold, sell, hedge, wait — with the confidence bounds the operator needs to size it. Four core capabilities make this possible.
Identifies subtle, multi-dimensional patterns in datasets where conventional statistics, time-series methods, or off-the-shelf ML fail to extract structure. Built for low signal-to-noise environments.
Detects in real time when the underlying conditions have shifted — market regime, demand pattern, operational state. The model knows when it is operating in-distribution and when it should stand down.
Outputs the optimal action under uncertainty, not a forecast. Reinforcement learning refines policy with measurable confidence as new conditions arrive. The decision, not the prediction, is the deliverable.
Reinforcement-learning core that adjusts policy as conditions change, with explicit guardrails. No black-box drift — every adaptation is logged, attributable, and reversible.
Runs in milliseconds on a single server. No GPU farm. No cloud round-trip. Self-hosted inside client infrastructure for security and latency reasons. Sized for the operator, not the vendor.
Every decision carries the inputs, the policy version, and the confidence at the time of output. Risk teams can replay any decision. Compliance can verify any chain.
The SIGMA Terminal is the firm's research instrument — a single working surface that fuses geospatial infrastructure, live market tape, commodity-grade alerts, and the news graph into one operator view. Every panel is a query against a live source. Every alert is timestamped and reproducible. The view shown below is the Power Grid Infrastructure Map [PGRD] mode — one of several.
![SIGMA Terminal — Power Grid Infrastructure Map [PGRD] view with live market tape, commodity signal bar, plant and transmission overlays, and news graph](/assets/sigma-terminal-pgrid.jpg)
Power plants, transmission lines, substations, data centres, internet exchanges, gas pipelines — all overlaid, all filterable, all live. Plant-level metadata on every marker. Voltage classes from 131 kV to 735 kV+ rendered distinctly.
Top-bar ticker of major equity indices, FX crosses, and key commodities. Per-asset volatility, regime, and structural flags. Snapshots cluster on demand — the European indices panel at lower right is one such cluster.
Soft and hard commodities flagged in real time: fiscal-policy risk, volatility spikes, supply disruptions, refinery-margin compression, central-bank gold accumulation, base-metal squeezes. Severity tier (LOW · MEDIUM · HIGH) on each line.
Headlines from source-of-record outlets indexed against assets, regions, and themes. Every story is linked to the entities it touches and the prices it moves. Critical-tier items surface first.
"The terminal is not a product we sell off the shelf. It is the instrument the firm uses to compute against the world — and the surface clients see during engagement."
Ingest live tape, sensor stream, or operational telemetry. Feature extraction in milliseconds. The signal pipeline is self-hosted — your data does not leave your perimeter.
Regime check, pattern match against a 1,200+ template library, drift & in-distribution test. SIGMA refuses to act when conditions are out of its mandate.
Reinforcement-learning policy emits the optimal action with confidence and recommended size. The operator approves and executes. The decision is logged, versioned, replayable.
Self-hosted · Sub-millisecond · Replayable · Onboarding by referral