3ring.ai Projects & Products

These are just some of our recent projects that we are particularly proud of...
Real-world AI applications... Real-world solutions!

MagellanIQ LiDAR E57

MagellanIQ (AI Asset Identification)

LiDAR Project Asset Identification & Cataloging

MagellanIQ is an end-to-end LiDAR data intelligence platform designed to transform raw 3D scan data into structured, actionable asset intelligence.

Built around high-fidelity LiDAR project processing, MagellanIQ ingests E57 files and performs deep metadata extraction, including scan positions, imagery, spatial context, and dimensional references, creating a normalized foundation for advanced analysis. Leveraging AI-powered visual and spatial recognition, the platform identifies, classifies, and catalogs physical assets directly from LiDAR-derived imagery with precise bounding boxes and confidence scoring, eliminating manual tagging, reducing site revisits, and enabling digital inventories, compliance documentation, and downstream integration with facility management, engineering, and analytics systems.

AllergyHunter.com

AI Food & Allergic Reaction Tracking

Allergy Hunter delivers AI-powered tools for tracking food, environmental, medication, and other exposures alongside symptoms and reactions, helping users identify sensitivities and uncover meaningful patterns over time. The AI development and predictive intelligence behind Allergy Hunter are provided by 3ring.ai.

In addition to an easy-to-use exposure and symptom diary, Allergy Hunter offers an AI-powered photo-based identification tool that allows users to photograph entire meals, medicines, and other exposures and have them automatically identified and cataloged. This enables faster logging, reduced manual entry, real-time insights, and proactive sensitivity alerts designed to support informed, data-driven health decisions.

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Allergy Hunter Scanner
Junior Golf Scoreboard Player AI Forecasting

JuniorGolfScoreboard.com

AI Recruitment Predictive Forecasting

The Junior Golf Scoreboard has delivered comprehensive play and statistical analysis on junior (pre-college) golfers for more than 25 years, building one of the most trusted and complete data sets in the sport. This depth of historical and performance data enables detailed competitive analysis, longitudinal player development tracking, and objective comparisons across tournaments, regions, and graduating classes.

In partnership with 3ring.ai, Junior Golf Scoreboard now applies predictive AI models to this data to generate Recruitment and Scholarship Confidence Indexes, quantitative indicators that estimate a player's likelihood of collegiate recruitment and scholarship alignment based on performance trends, competitive strength, progression rate, and historical recruiting outcomes. These AI-driven confidence indexes provide coaches, athletes, and families with data-backed forecasting tools that add clarity and support more informed recruitment and scholarship decisions.

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PositiveProximity.com

AI-Smart Roster Imports

Positive Proximity delivers leading-edge check-in, attendance tracking, session tracking, and lead retrieval solutions for events of all sizes, from small 200-attendee meetings to large-scale conferences with more than 30,000 attendees.

In partnership with 3ring.ai, Positive Proximity implemented an AI-powered roster import solution designed to dramatically reduce the time and effort required to prepare event rosters. Event managers can upload roster documents in virtually any format, while AI automation handles data extraction, normalization, validation, and formatting behind the scenes. By automatically identifying inconsistencies, correcting common errors, and producing clean, event-ready data, the system eliminates manual cleanup, reduces import failures, and saves hours of administrative work for every event

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Prox Express AI Roster Imports
Prox Express AI Chat Agent

Prox Express Badge Systems

Knowledgebase Chat Agent

Prox Express has introduced an AI-powered knowledgebase chat agent created by 3ring.ai with complete, platform-specific understanding of the Prox Express badge printing and event management ecosystem. The agent is fully trained on the Prox Express platform, including On-Demand Badge Printing, Attendance Tracking, CEU/CPE Certificate management, Access Control, and built-in Survey and Feedback tools.

This intelligent assistant delivers immediate, accurate product guidance by providing detailed feature explanations, step-by-step setup instructions, and real-time operational support. It can also help organizations evaluate their event requirements and determine which Prox Express capabilities best fit their needs. By reducing reliance on live support, accelerating onboarding, and ensuring consistent, correct guidance, the AI chat agent improves customer confidence, shortens setup timelines, and enables event teams to focus on delivering successful events rather than troubleshooting technology.

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These examples represent just a small selection of our recent projects and solutions. Our work spans a wide range of industries and use cases, with many engagements custom-designed to address specific operational, data, and automation challenges.

If you have a particular problem to solve or are exploring a custom AI solution, we welcome the opportunity to connect. We're happy to schedule a conversation to learn more about your goals, discuss potential approaches, and explore how a purpose-built AI solution can support your organization.