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Portfolio Highlights

Selected products and platforms

A curated selection of products and platforms illustrating how JA Logic Labs applies product strategy, domain knowledge, applied AI, data, mobile software, 3D technology, augmented reality, and workflow design across different problem spaces.

The work shown here represents a curated selection and does not reflect the complete scope of JA Logic Labs products, projects, collaborations, client engagements, research, prototypes, or ongoing work.

Featured Work

Featured products and platforms

Professional Jewelry Workflow PlatformStatus: Available

Jewelers' Assist

An all-in-one digital toolkit for jewelry professionals.

A mobile toolkit that unifies precious-metal calculations, costing, operational records, and CAD-related workflows for jewelry professionals.

  • Professional calculations
  • Metal-price intelligence
  • Production costing
  • AR & CAD workflows

Platforms: iOS · Android

Demonstrates how deep domain knowledge can be translated into a modular software platform built around real professional workflows.

Explore Jewelers' Assist
3D Visualization, Rendering and Augmented RealityStatus: Available

STL Master

Turn technical 3D assets into practical visual experiences.

A mobile 3D viewer for opening, inspecting, rendering, and sharing model files—turning technical assets into clear visual presentations.

  • 3D model viewing
  • Rendering
  • Presentation tools
  • Augmented reality

Platforms: iOS · Android

Demonstrates how specialized 3D capabilities can be simplified into an accessible cross-platform product experience.

Explore STL Master
Parametric Jewelry Design & Algorithmic GenerationStatus: In Development

RingOS

Configurable design parameters into 3D jewelry concepts.

A parametric ring-design platform that turns configurable parameters into three-dimensional concepts and production-oriented models.

  • Parametric design
  • 3D generation
  • STL output
  • AR try-on

Platforms: Web

Demonstrates how domain-specific design rules and parametric algorithms can transform complex manufacturing geometry into an interactive product workflow.

Explore RingOS
AI InsightsBullish Regime
Forecast
Confidence
Au
Ag
Pt
Executive Summary
Applied AI Precious Metals IntelligenceStatus: Available

AUAGPT.io

An AI intelligence platform for precious metals professionals.

An applied-AI intelligence platform delivering market forecasts, London Fix analysis, Monthly Intelligence, confidence scoring, and downloadable executive reports for gold, silver, and platinum professionals.

  • AI Insights
  • London Fix Analysis
  • Monthly Intelligence
  • Confidence Scoring

Platforms: Web

Demonstrates how machine learning and structured AI interpretation can be combined into a decision-support product rather than a single-purpose prediction tool.

Explore AUAGPT.io
Applied AI Design PlatformStatus: In Development

Karats.AI

Translating natural-language design intent into manufacturable geometry.

An applied-AI design workflow that translates natural-language jewelry design intent into structured parameters and deterministic geometry-generation processes.

  • LLM interpretation
  • Structured outputs
  • Deterministic execution
  • 3D / STL

Demonstrates a hybrid architecture where AI interprets intent and deterministic software guarantees manufacturable precision.

Explore Karats.AI
Growth Intelligence PlatformStatus: In Development

StarGrowth

Unifying growth signals into structured intelligence and decision support.

A growth-intelligence platform exploring how product, audience, campaign, creative, and business signals can be brought together into structured intelligence, recommendations, automation, and decision support.

  • Audience Intelligence
  • Campaign Intelligence
  • Growth Analytics
  • AI-Assisted Recommendations

Explores how multiple growth signals can contribute to a unified intelligence workflow rather than disconnected analytics, campaign, and recommendation tools.

Explore StarGrowth
Additional Selected Products

Additional selected products

What It Demonstrates

What the portfolio demonstrates

Product Strategy

Turning specialized workflow problems into focused product opportunities.

Applied AI

Using LLMs, machine learning, and structured AI where they create meaningful product value.

Deterministic Systems

Combining AI with algorithms, business rules, and predictable execution when precision matters.

Specialized Workflow Software

Building products around real domain processes rather than generic software patterns.

Spatial & 3D Technology

Applying geometry, STL workflows, visualization, and augmented reality to real product experiences.

Commercial Product Execution

Taking products beyond prototypes into launch, distribution, monetization, measurement, and iteration where applicable.

Architecture

Different problems, different architectures

Different product problems require different combinations of product strategy, domain logic, AI, algorithms, data, and software architecture.

Jewelers' Assist

Domain Workflow Platform

STL Master

Cross-Platform 3D Visualization

RingOS

Parametric / Algorithmic Generation

AUAGPT.io

Machine Learning + Structured AI Intelligence

Karats.AI

LLM Interpretation + Deterministic Component Assembly

StarGrowth

Growth Intelligence + Decision Support

Context

Beyond what is shown

The work shown here represents a selected view of the JA Logic Labs portfolio. Additional work may include internal product incubation, applied-AI initiatives, prototypes, research, specialized workflow solutions, collaborations, and client engagements that are not publicly showcased.