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Project Archive • 2025
Rickel AI Division (Internal)Work Intelligence PlatformMultimodal Generative AICAD Automation & Spatial Vision AILead Architect, Full-Stack Engineer & Product Designer2025
WORK INTELLIGENCE PLATFORM

TICKEL — AI-Powered Work Intelligence Suite

Client: Rickel AI Division (Internal)& work intelligence platform

TICKEL (Work Intelligence Tracker) is an enterprise-grade Work Intelligence Operating System designed to bridge digital project management, environmental context, multimodal generative AI, and physical fabrication logistics into a single cohesive platform.

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TICKEL — AI-Powered Work Intelligence Suite

Client project for Rickel AI Division (Internal)

TICKEL — AI-Powered Work Intelligence SuiteAi Development
2025Timeline
03Disciplines
ClientRickel AI Division (Internal)
Disciplines & Services
Work Intelligence PlatformMultimodal Generative AICAD Automation & Spatial Vision AI
RoleLead Architect, Full-Stack Engineer & Product Designer
Year & Timeline2025Live Project
Dark-mode dashboard of the TICKEL work intelligence operating system displaying real-time productivity telemetry, focus score tracking, and AI agent sidebar
Dark-mode dashboard of the TICKEL work intelligence operating system displaying real-time productivity telemetry, focus score tracking, and AI agent sidebarRickel Ai Division
01. Intent

The Challenge

Traditional project management platforms operate as static checklists in a vacuum, detached from physical realities and cognitive limits. Enterprise teams face three recurring operational bottlenecks:

  1. Disconnected Environmental Context: Real-world conditions such as transit delays, high humidity affecting material curing, or adverse weather disrupting on-site installations remain untracked by digital boards.

  2. Cognitive Fragmentation: Creative and technical leads endure severe context-switching fatigue by juggling siloed generative AI applications, asset libraries, and execution tools across disconnected browser tabs.

  3. The Fabrication Gap: Digital design deliverables remain fundamentally separated from physical fabrication floors, resulting in manual takeoffs, sizing errors, and inefficient panel slicing for large-format signage.

Resolving these friction points required moving beyond passive ticketing toward an integrated work intelligence platform that aligns digital strategy with physical execution.

02. Method

The Approach

TICKEL was engineered as a unified operating system that merges cognitive ergonomics, environmental telemetry, multimodal generative AI, and physical fabrication logistics into a single responsive interface.

1. Contextual & Cognitive Intelligence

  • Proprietary Focus Score: An algorithmic index (0–100) measuring continuous deep work against context switching to help operators preserve flow state.

  • Environmental Telemetry: Real-time meteorological and transit data integration delivering automated operational advisories (e.g., humidity warnings for print curing, wind advisories for billboard scaffolding, and courier transit delays).

  • Deep Work Suite: An interactive Eisenhower Matrix combined with a Pomodoro sanctuary and generative ambient soundscapes.

2. Kriate: Multimodal Creative Atelier

  • PixGen Studio: Text- and image-to-image synthesis powered by Google Imagen 3, integrated with an in-browser canvas editor featuring inpainting, masking, and brush controls.

  • MotionGen Studio: Physics-aware cinematic video synthesis powered by Google Veo.

  • Echoes Audio Studio: Dual-engine voice generation (ElevenLabs and Gemini TTS), Suno AI music synthesis with automated 4-track stem separation, and audio restoration utilities.

  • DataSketch: An automated SVG batch-templating engine binding tabular spreadsheet data directly to vector assets via dynamic CSS injection.

3. Industrial Production Suite & Signage CAD

  • FBoard Infinite CAD: An exhibition signage layout workspace supporting physical measurement units (mm, cm, in), automated multi-booth spreadsheet batch parsing, and automated panel tiling for 10-meter rolls.

  • Yuki-Floorplan AI: Computer-vision spatial intelligence that analyzes architectural exhibition blueprints to compute precise fascia board dimensions for corner and inline booths.

03. Impact

The Outcome

Key Operational Results

  • 95% Faster Signage Pre-Press: Cut exhibition fascia preparation time from 5 hours to under 3 minutes through automated spreadsheet-to-CAD batch parsing and panel tiling.

  • Accelerated Floorplan Analysis: Reduced blueprint takeoffs from over 2 hours to 15 seconds using the Yuki-Floorplan computer-vision engine.

  • 6-in-1 Toolchain Consolidation: Eliminated SaaS fragmentation and context-switching overhead by unifying image, video, voice, music, and vector asset generation inside the Kriate atelier.

Deliverables

Key Engineering & System Deliverables

  1. Deterministic AI Intent Router (aiRouter.ts): Built an intent triage layer that routes database operations to verified cloud agents, intensive analytical reasoning to Google Vertex AI, and sensitive private queries to local in-browser WebLLM instances.

  2. Multi-Threaded Web Worker Engine: Offloaded compute-intensive background workloads—including document vectorization, large-format panel slicing, and client-side PDF generation—to dedicated Web Workers to ensure a responsive 60 FPS main thread.

  3. Spatial Computer-Vision Blueprint Parser: Developed automated geometry extraction and blueprint reasoning from architectural CAD drawings to eradicate manual calculation errors during exhibition floorplan takeoffs.

  4. Resilient Real-Time Sync Pipeline: Architected offline-ready synchronization combining client-side local storage, optimistic state updates, Supabase WebSocket channels, and native Telegram WebApp operational parity.

Project Details

Client
Rickel AI Division (Internal)
Industry
Artificial Intelligence & Enterprise Software
Year
2025

Credits & Sources

Rickel Ai Division
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