Shipped, Not Staged

Explore 16 production AI agents, cognitive platforms, and intelligent software systems we designed, engineered, and deployed for global clients.

Tinker — AI application interface by Ray-i Systems 01

Tinker

An AI-powered web app builder that turns a plain-English description into a complete, runnable app in a single pass — a SQL schema, backend, and frontend that actually agree. It ships with a live sandboxed preview, a multi-file project tree, and a real in-browser SQLite database, so the app runs and persists instantly — nothing to install, no server to deploy.

React 19 + Vite FastAPI Claude API
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SOQ — AI application interface by Ray-i Systems 02

SOQ

An AI-assisted proposal-generation platform for engineering and consulting firms. Upload an RFQ, and SOQ analyses it, shortlists the best-matching professionals from a resume database by semantic search, and drafts a polished Statement of Qualifications you can edit in chat and export to Word.

React + Vite Flask MongoDB
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Multi-LLM Assistant — AI application interface by Ray-i Systems 03

Multi-LLM Assistant

A full-featured AI assistant with mid-session model switching, deep file understanding, and document generation — it reads PDFs, Excel sheets, and code, and produces formatted Excel, PDF, and modern PowerPoint files. React frontend, Python backend.

React JS Python LLM Integration
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SoilRep AI — AI application interface by Ray-i Systems 04

SoilRep AI

An AI compliance platform for a US construction company that automates the review of unstructured soil-lab reports. An LLM pipeline parses each PDF whatever the lab format, then checks every analyte against state-specific permissible limits — flagging non-compliant values automatically in a colour-coded, exportable comparison table.

React JS Python LLM / AI
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TaskOrbit — AI application interface by Ray-i Systems 05

TaskOrbit

A task-management and workforce platform with role-based dashboards for clients, admins, and employees. Clients raise work orders, admins allocate them by skill and availability, with real-time field-staff tracking and in-app chat across all three roles. Built in React with a Node.js / Express backend.

React JS Node.js Express.js
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TVM — AI application interface by Ray-i Systems 06

TVM

A real-time industrial system deployed at mining sites to measure the material volume each truck carries. SICK laser sensors stream profile data as trucks pass the gate, and a Python engine converts it into precise 3D volumes — subtracting an empty-truck baseline from the loaded scan for accurate net figures.

Python SICK Sensor Integration Real-Time Data Processing
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Mini ERP — AI application interface by Ray-i Systems 07

Mini ERP

An end-to-end operations panel for a pickle export business — shipment tracking, order management, and both proforma and commercial invoicing from a single platform. Built in React with a Node.js / Express backend handling all data and document generation.

React JS Node.js Express.js
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IntelliDocs — AI application interface by Ray-i Systems 08

IntelliDocs

A production, AI-native document management system that lets teams search thousands of files with natural-language questions instead of manual folders. Answers stream back grounded in the documents’ own content through RAG, alongside full-text and semantic search — and everything, including LLM inference, runs self-hosted on the organisation’s own GPU server, so nothing sensitive leaves the network.

React + Vite FastAPI PostgreSQL
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SiteTrak — AI application interface by Ray-i Systems 09

SiteTrak

An enterprise field-documentation platform for engineering, inspection, and construction teams. Capture site photos, mark them up with vector annotations, and record voice notes that AI transcribes automatically — every photo, tag, and log tied to its project and synced to enterprise databases, secured with biometric and OAuth login.

React Native TypeScript Node.js / Express
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Vital Forge — AI application interface by Ray-i Systems 10

Vital Forge

A full-stack AI health & wellness coaching platform for men 45+, replacing a 1:1 human coach with an AI that personalises to each member’s real behavioural data. Adaptive onboarding, AI coaching plans, weekly WhatsApp check-ins, monthly AI reports, gamification, and Stripe subscriptions — with strict, HIPAA-aligned safety guardrails.

React + Vite FastAPI PostgreSQL
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FormPilot — AI application interface by Ray-i Systems 11

FormPilot

An AI-powered dynamic form platform. Admins upload a raw PDF form and AI maps it into a structured schema; users get an auto-generated interactive web form, upload their required documents, and AI auto-fills their answers from those documents — leaving them only to review and submit.

React Python / Node.js LLM (OpenAI / Groq)
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ResourceIQ — AI application interface by Ray-i Systems 12

ResourceIQ

A full-stack resource-utilization analytics platform. Upload an Excel report and the system AI-maps its columns, structures the data by reporting period, and surfaces KPIs on billable hours, utilization, and department trends — with role-scoped access and an AI chat that answers questions grounded strictly in the uploaded data.

React Node.js / Express PostgreSQL
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CPR IoT — AI application interface by Ray-i Systems 13

CPR IoT

A mobile CPR training platform that pairs a React Native app with a sensor-equipped manikin. Compressions are captured live and turned into real-time rate and depth feedback on the trainee’s own phone, with Firebase syncing and storing every practice session.

React Native Firebase
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RailStatic — AI application interface by Ray-i Systems 14

RailStatic

A Windows desktop application for weighing railway wagons on a static rail weighbridge, built for mining and industrial sites. It reads Gross, Tare, and Net weights from load-cell indicators over serial ports as a full rake passes over the bridge, then stores, reports, and prints the results.

VB.NET WinForms .NET Framework 4.8
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Unmanned Weighing — AI application interface by Ray-i Systems 15

Unmanned Weighing

A fully automated, unmanned truck weighbridge system. Built in VB.NET / WinForms, it identifies vehicles by RFID or ANPR, reads stable Tare/Gross weights from a PLC-connected load cell over Modbus TCP, photographs each truck, announces status over a PA system, and logs every weighment — with zero operator at the scale.

VB.NET WinForms PLC / Modbus TCP
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MeshPot — AI application interface by Ray-i Systems 16

MeshPot

A React Native app that turns a smartphone into a mobile weighbridge for dump trucks and haulers — no fixed weighbridge needed. It pairs over Bluetooth with an onboard load-cell controller and uses a GPS-driven state machine to auto-detect load and unload cycles, producing complete trip reports.

React Native Bluetooth (HC-05) Onboard Load Cells
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