Executive Brief
Deepsite Limited is an enterprise AI firm specializing in Computer Vision (CV) and Robotic Process Automation (RPA). They deploy deep learning models for "Factory Insighter" (behavior/safety monitoring) and "Document Insighter" (data extraction) within the Food, Chemical, and Manufacturing sectors. While primarily a software-driven entity, their hardware deployment in high-stakes, harsh industrial environments creates a critical need for advanced material solutions.
Strategic Fit & Lead Score
Lead Score: 58/100 (Adjacent Tech / Infrastructure Partner)
Why this Score? Deepsite's AI models run on high-performance hardware (GPUs and Edge AI boxes) that are often deployed in challenging environments (Chemical plants, Food processing). 6C’s Diamond technology addresses the two primary hardware bottlenecks they face: Thermal management of Edge AI nodes and Sensor durability in corrosive/high-steam environments. Furthermore, 6C can help Deepsite evolve from "Visual-only" AI to "Multi-modal" AI by integrating BDD chemical sensors.
6C Solutions Proposal
| Application Area | 6C Solution | Technical Value Prop |
|---|---|---|
| Edge AI Thermal Management | PCD Heat Spreaders | Deep learning inference at the edge generates intense heat. 6C Polycrystalline Diamond (PCD) provides thermal conductivity >1800 W/mK (4-5x higher than Copper), allowing for fanless, sealed AI enclosures essential for food-grade and cleanroom environments. |
| Harsh Environment Vision | Diamond Optical Windows | Cameras in chemical plants and food processing face steam, acidic vapors, and abrasive cleaning. 6C Diamond windows are chemically inert and have a Mohs hardness of 10, ensuring "Factory Insighter" cameras never suffer from lens degradation or scratching. |
| Multi-modal AI Expansion | BDD Electrodes | Deepsite services the Chemical industry. By integrating 6C Boron Doped Diamond (BDD) sensors, they can move beyond video to offer real-time electrochemical liquid analysis (COD/TOC levels) within their "Insighter" dashboard. |
| High-Performance Computing | SCD Substrates | For Deepsite’s backend training servers, SCD (Single Crystal Diamond) substrates for next-gen GaN-on-Diamond power electronics can reduce thermal resistance, allowing for higher clock speeds and faster AI model training. |
Engagement Hooks
- Technical Question: "As you deploy 'Factory Insighter' into chemical and food manufacturing, how are you managing the thermal throttling of your edge inference hardware in environments where fan-based cooling is prohibited due to contamination risks?"
- Value Statement: "6C can ruggedize your AI hardware deployments by replacing standard glass optics with indestructible diamond windows and utilizing PCD heat spreaders to enable high-performance, fanless AI computing in the most corrosive industrial settings."
Material Specifications Reference
- PCD Thermal Conductivity: 1000 - 2000 W/mK.
- Surface Roughness (SCD): Ra < 1nm.
- Optical Range: Clear from UV to Far-IR.
- Chemical Resistance: Zero corrosion in concentrated acids/bases.