Realtime machine learning

Over the past few years, we have been developing a CAI-Server (Customized AI Server Software as a Service). The CAI-Server is a unique multi-component software platform that gathers streaming data, make sense out of the data to produce results that allow customers to make data-driven decisions.

On top of the CAI-Server, EZNumeric has been developing a suite of software that can be used by crypto startups. This way crypto startups do not have to start development from scratch but can make use of our turn-key infrastructure, thereby lowering risks and reducing development time by at least 2 years.


In the crypto space, 2018 was the year of the ICOs, Initial Coin Offerings. Everywhere you looked, crypto and blockchain companies were launching new tokens. More than one thousand ICOs have raised about $20 bln. However, the ICO market has slowed slightly in 2019. There are several reasons for the slowdown, a.o. lower cryptocurrency prices, fear for a scam, more careful investment. Moreover, there is a new crypto funding raising method: a Security Token Offering or STO. PWC & CVA expect STO volumes to grow in 2019 and 2020, as the adaption of the funding method will increase. 

Both ICO and STO face the same issues as a non-crypto startup: how to build a team, how to build a company, how to build a product. According to a well-known statistics: 90% of startups fail. One of the main reasons is inadequate product market (more than 50%). 


Most startups in crypto/blockchain space are at the idea stage. This brings a lot of risks for investors as well as for startups. 

We offer a Software as a Service (SaaS) product called CAI-serverCustomized AI server –  that allows shortened development time for a startup at least by 2 years, therefore minimizing risks for investors and allow startups to focus on their idea built on a solid fundament – our product CAI-Server. 


We offer a SaaS (Software as a Service) Customized AI Server – CAI-Server.

In a nutshell, the CAI-Server gathers streaming data, make sense out of the data (analysis, forecasting) and produces results that allow customers to make data-driven decisions. Built around Kafka, our software is fault-tolerant and scalable. Kafka also makes it possible to process data across data centers.

Analysis server

CAI-Server is a unique innovative software platform consisting of the following components:

  • Proprietary web-servers responsible for a secure connection and data transfer
  • AI/Machine Learning library responsible for data analysis and forecasting, consisting of known and proprietary innovative machine learning techniques
  • Multiple databases to store encrypted data and intermediate results
  • Connection to external data sources from the web (www) such as social networks for sentiment analysis
  • Connection to data sources (such as exchanges) and customers via Kafka (widely used distributed streaming platform) or REST API
  • Connection to multiple blockchains (Bitcoin, Litecoin, etc..)


  • Stream and process data in real-time
  • Written entirely in C++ for efficiency
  • Embedded multithreaded secure webserver
  • Embedded multithreaded secure REST API
  • Embedded multithreaded secure WebSocket server
  • Documentation is a high-quality PDF document that is automatically generated (and emailed) on demand
  • Supports simultaneous database instances of multiple types
  • Automatically inform the user by email in case of a software crash (heartbeat mechanism)
  • Embedded dashboard web-page for administrators
  • Broadcast feature to send commands to all backends 

Crypto Currency Application

What does it mean specifically for a cryptocurrency application?

In the crypto space our product CAI-Server allows to 

  • Collect the cryptocurrency prices from several exchanges, 
  • Calculate widely used and proprietary market indicators 
  • Forecast value of a cryptocurrency 
  • Connect to a blockchain
  • Perform analysis on the blockchain (e.g. security analysis, data fraud)
  • Automatically alert users based on predefined events

Added Value

  • Shorten development time for startups 
  • Reduced risk for investors of startups
  • Enable data-driven decisions
  • Enable scalability 
  • Seamlessly connect to our CAI-Server and make sense out of your data


Contact us for more information, we will make sure to come back to you within 24 hours.