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Systems from the laboratory.

Active product and research work that demonstrates Trident’s range across local AI, quantitative engineering, digital discovery, immersive experience, and scientific visualization.

Built in-houseWorking systemsCommercialization in progress
Private AI / OperationsActive
Court of Neri private multi-agent system map

Court of Neri

A local-first operations environment with specialized agents, model routing, high-context local inference, diagnostics, backups, and recovery across an Apple Silicon workstation and NVMe-backed infrastructure.

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Quantitative / AnalyticsActive
TridentHydra system architecture

TridentHydra

A multi-asset sentiment and market-analysis system integrating real-time data ingestion, transformer inference, technical filters, dynamic risk controls, and auditable reporting.

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Digital discovery / ForensicsNear launch
Treasure Hunter read-only discovery system map

Treasure Hunter

A read-only discovery application for locating valuable, forgotten, or irreplaceable files across user-owned drives and archives using layered heuristics, structured-store parsing, and explainable scoring.

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Wellness / ImmersiveBeta
MoodHz immersive interface architecture

MoodHz

An immersive state-change experience combining generative visuals, breathing guidance, audio, rhythm, and carefully shaped interactions rather than another generic meditation library.

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Scientific visualizationActive
Particle and accelerator visualization system map

Particle & Accelerator Visualization

Interactive systems for visualizing particle behavior, accelerator concepts, and complex scientific phenomena for education, exhibits, technical communication, and experiential installations.

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Creative code / InterfacesCollection
Generative interface systems map

Generative Interface Studies

A growing catalog of WebGL, canvas, audio-reactive, orbital, fractal, and procedural environments built as both visual research and licensable experience design.

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Computer vision / EmbeddedResearch
Stereo vision and projection research system map

Stereo Vision & Projection

A safety-first prototype combining global-shutter stereo imaging, depth, tracking, calibration, GPU compute, and controlled non-injurious highlighting.

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Why show the laboratory?

Because consulting should be downstream of actual making.

These systems are studio-built case studies rather than borrowed examples or claims of client outcomes. They are Trident’s working inventory: the code, infrastructure, interfaces, and difficult technical lessons that inform how client systems are designed.

The portfolio also creates several ways to work together: implementation, licensing, customization, institutional visualization, private deployment, and product partnership.

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Project access

See the right system in motion.

Selected demonstrations are available by private consultation for qualified collaborators, clients, and institutional partners.

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