TICKEL — AI-Powered Work Intelligence Suite
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.
TICKEL — AI-Powered Work Intelligence Suite
Client project for Rickel AI Division (Internal)
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:
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.
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.
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.
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.
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
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.
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.
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.
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
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