Digital Exchange Technology
Creative Technology for the New Digital Age
AI-Focused Technology Company
Case Studies for AI-accelerated Business Solutions
GPT 5.2 - Assisted Trading System
We built a regime-switching crypto spread trading system in which an AI agent is called several times to decide how much leverage to apply when the system is in 'trend' mode.The first agent focuses on growth and the second agent focuses on risk. The third agent is a meta-agent which considers the input of the first two agents and makes a final decision on leverage. We use the OpenAI API with the GPT 5.2-pro model. The meta agent increases the annual profit of the strategy by 15% and reduces the worst drawdown by 50%.
Use of Computer Vision Models (e.g. DinoV2-g14) for Artist Attribution
In conjunction with the Louvre museum in Paris, we used the DinoV2-g14 computer vision model and weights to determine the identity of the artists of a number of paintings in the Louvre collection for which the artist was uncertain or unknown (usually from a family of artists (3-5 people). We embedded a number of paintings with known attributions and created centroids for each. We then embedded the unknown paintings and calculated the cosine distances between the unknown painting and the paintings done by known family members and determined (along with a number of other measures) the identity of the artists of the unknown paintings.
AI-Charged Visual News Feed
Customisable by News Topic and AI-Adaptable
Visual, AI-based textual news feed in which stories from Refinitiv’s machine-readable news feed (MRN) are matched from photographs available from Getty Images’ API. We will use machine learning and other AI methods to cluster each and match them. These stories and some of the photo matching logic will learn from user habits and start becoming tailored to a specific user’s viewing habits.
Use of AI Agents and Models to Increase the Efficiency and Profitability of a Company Involved in Supply Chain Logistics
We fine-tuned the OpenAI gpt-oss 120b model on H100 nodes with supply chain logistics and management information specific to this task. We then used a combination of the OpenAI GPT5.2-pro agent and the fine-tuned get-oss 120b model to assist in optimizing supply chain logistical decisions and in minimizing costs.
Services
Exchange Software White-Labelling
Cutting Edge AI-Enhanced Technology
The Digital Exchange Platform includes a core exchange engine for trading tokens, an administrative GUI for monitoring and administrative of users, a currency custodial module for ensuring security and safety of monetary assets which includes the most secure private key security on the planet (used for all inter-bank clearing in Switzerland), market data visualisation for exchange products and market reference data, picture-matched textual news stories on topics of interest to exchange participants, and a KYC/AML engine. DMX is currently already a customer and several other clients are in the pipeline including an NFT exchange for art.
AI Consulting for Optimizing Business Decisions and Processes
We have a depth of experience with all AI tools (from existing agents to training LLMs from scratch) that could be required for optimizing business processes and reducing costs for any company. We have a very strong depth of experience in doing this for commodity-focused companies and companies involved in supply chain logistics.
AI-Charged Visual News Feed
Customisable by News Topic and AI-Adaptable
Visual, AI-based textual news feed in which stories from Refinitiv’s machine-readable news feed (MRN) are matched from photographs available from Getty Images’ API. We will use machine learning and other AI methods to cluster each and match them. These stories and some of the photo matching logic will learn from user habits and start becoming tailored to a specific user’s viewing habits.
About Us
Digital Exchange Technology creates cutting-edge, AI-focused solutions to assist companies in being more efficient and profitable. Our motto is Creative Transparency for Business.
Get in Touch
