• Integration

Djuno offers assistance in systems integration, particularly in the field of financial services and pharmaceuticals.

Products/Services: Financial Services (end-to-end Implementation of various technology solutions; end to end Implementation of banking standards and community APIs; end to end design and implementation of banking primitives; end to end integration with bLink and Truelayer; consulting on tooling and providing market standard tooling; design and implementations of the API first solutions and workarounds; integration of Web3 data storage and smart contract solutions); Pharmaceutical Industry (end-to-end Implementation of various technology solutions; consulting on tooling and providing market standard tooling; design and implementations of the API first solutions and workarounds)

• Software Development

Djuno offers assistance in the development of custom software, including software utilising AI and blockchain technology.

Products/Services: AI (trend and seasonality modules, risk assessment models, customer churn prediction, customized offer modules, financial resilience detection, financial vulnerability detection); Blockchain (end to end setup and orchestration of various blockchains and blockchain clients, private and public chain setup, smart contract templating, and development; Web3 storage technologies), Other Innovation (integration and implementation of open standards such as open banking, instant payment, psd2 and open wealth, Web3 identity solutions).

• Digital Transformation in Financial Services

Djuno has accumulated successful experience in assisting the digital transformation of companies in the financial services industry.

Products/Services: Implementation (consulting services), as well as the analytics, forecasting, automation and price discovery tools: Sowa (AI Predictive Analytics to forecast infrastructure load and provision it accordingly to optimise performance and resources), Compass (Compare prices and discover a better priced offering), Cloud Migration (automated cloud to cloud migration through virtualisation); Djuno Swarm (Platform as a service in the box); Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers)

• Digital Transformation in Pharmaceuticals

Another industry where Djuno has accumulated successful experience in assisting the digital transformation of companies in the pharmaceuticals industry.

Products/Services: Implementation (consulting services), as well as the analytics, forecasting, automation and price discovery tools: Sowa (AI Predictive Analytics to forecast infrastructure load and provision it accordingly to optimise performance and resources), Compass (Compare prices and discover a better priced offering), Cloud Migration (automated cloud to cloud migration through virtualisation); Djuno Swarm (Platform as a service in the box); Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers)

• Cloud Infrastructure Technical Compliance Automation

IT infrastructure technical compliance is of paramount importance in the financial services industry due to the critical nature of the data and high value of the transactions being processed. Ensuring compliance with established regulations and industry standards safeguards the integrity, confidentiality, and availability of sensitive financial information. Djuno offers several tools that automate tasks related to ensuring technical compliance and save time and effort ensuring compliance with established regulations and industry standards.

• Business Continuity / Operational Resilience

Financial institutions rely heavily on data to operate. In the event of a disaster or system failure, having a reliable backup system ensures that critical data can be quickly restored, minimizing downtime and preventing financial losses. Additionally, financial institutions are subject to strict regulatory requirements that mandate the protection and retention of data, making efficient backups essential for compliance. Without efficient data backups, financial institutions risk losing valuable data, facing regulatory penalties, and damaging their reputation with customers. There are numerous well documented examples with service interruptions from major cloud providers that lead to significant loss of business and respective loss of revenue to businesses relying on cloud infrastructure. Djuno offers tools that allow the maintenance of always on low-cost data backups that enable the uninterrupted provision of critical services.

Products/Services: Djuno Latency (monitoring of server response times); Djuno Always on Backup (uninterrupted operation in the case of cloud provider failure)

• Cloud Infrastructure Cost Reduction

Cloud infrastructure costs have been increasing significantly in recent years, making it difficult for businesses to manage their IT budgets effectively. This trend is due to the growing demand for cloud services, coupled with the limited supply of cloud infrastructure resources. As a result, businesses are facing higher costs for cloud storage, computing power, and network bandwidth, which can lead to reduced profitability and hinder innovation. Additionally, high cloud infrastructure costs can limit the ability of small and medium-sized businesses to compete with larger enterprises, creating an uneven playing field in the market. Ultimately, the rising cost of cloud infrastructure can have negative consequences for businesses, including reduced competitiveness, lower profitability, and slower innovation.

Products/Services: Compass (Monitoring of VM costs from over 100 providers around the world) Sowa (AI Predictive Analytics to forecast infrastructure load and provision it accordingly to optimise performance and resources)

• DevOps Automation / Cost Reduction

The complexity of modern software systems can make it challenging to manage and maintain infrastructure, leading to higher costs. Costs are driven up by the need for specialized skills and expertise in areas such as cloud computing, automation, and security can drive up labour costs, by the cost of tools and technologies required to support DevOps processes, such as continuous integration and deployment (CI/CD) pipelines, the need for testing and quality assurance. Also, the cost of downtime and system failures can be high, making it essential to invest in robust monitoring and disaster recovery capabilities. Djuno offers a number of tools that can significantly reduce the cost of resources that need to be allocated to DevOps tasks.

Products/Services: Swarm (Platform as a service in the box); Sowa (AI Predictive Analytics to forecast infrastructure load and provision it accordingly to optimise performance and resources), Djuno Latency (monitoring of server response times);

• Multi Cloud Setups and Cloud Migration

There may be situations where for data compliance reasons a financial service institution may need to combine services for different cloud providers as not a single one covers all the required geographic reasons. Also, migration to a different cloud may sometimes be needed for cost-management of other strategic reasons. Such migration, when done manually, can be time-consuming and labour-intensive, and require significant resources and expertise. Djuno offers several tools and services to automate the discovery of the best value for money among the various cloud providers that need the organisation’s need, to virtualise and combine easily the services of various cloud providers as well as to automate the migration process from one cloud provider to another.

Products/Services: Compass (Compare prices and discover a better priced offering Cloud Migration (automated cloud to cloud migration through virtualisation); Djuno Swarm (Platform as a service in the box); Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers)

• Data Governance, Compliance and Commercialisation

Web3 offers new opportunities to automate and decentralised business processes in the financial services industry while ensuring higher degree of compliance by design. This also offers new mechanisms for data monetisation.

Products/Services: Djib Decentralised Data Storage (AWS S3 compatible decentralised data storage) Djib Drive (user friendly interface resembling Google Drive for accessing decentralised storage) Djib Save as NFT (ability to save any document as NFT with attached business logic templates); Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers).

• Business Process Automation

Djuno has developed several building blocks that allow the transfer of business processes (and the enforcement of their associated governance and compliance) on-chain.

Products/Services: Djib Sign (fully decentralised alternative to DocuSign) Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers) Djib Contract (smart contract that mirrors and automates the execution of the terms of a real-life contract)

• Digital Transformation

Digital transformation can significantly improve a business's efficiency by automating manual processes, reducing errors, and improving productivity. Djuno has accumulated successful experience in assisting the digital transformation of companies in the financial services industry.

Products/Services: Implementation (consulting services), as well as the analytics, forecasting, automation and price discovery tools: Sowa (AI Predictive Analytics to forecast infrastructure load and provision it accordingly to optimise performance and resources), Compass (Compare prices and discover a better priced offering), Cloud Migration (automated cloud to cloud migration through virtualisation); Djuno Swarm (Platform as a service in the box); Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers)

#plumberapi #rlanguage #dockerfile

dockerize_R_expose_as_api

imagine you have an peice of code developed by your data scientist/ Mathematician/Statistician or whoever else that is happy to work with R, now your devs are required to plug in that peice of code to your project. i do not need to imagine it cuz it happened for me and this is how i solved it

step 0

lets start from creating a folder for this project$ mkdir exposemyRcodeasAPI $ cd  exposemyRcodeasAPI/

create a text file name it plumber.r$ touch plumber.r

then open plumber file with your text editor$ nano plumber.r

step 1

add following to head of your filelibrary(fitdistrplus) library(scales) library(actuar) library(plumber)

step 2

source the R code (lets call it func.R)source("funcs.R")

step 3

at run time your plumber file will generate swagger docs by adding following line you will set your apititle (append following text to plumber.R file after sourcing the R code)#* @apiTitle yourapinamehere

step 4

wrapp whichever function that you want to expose in a function with following declaration

#* Echo back the input
#* @param msg The message to echo
#* @get /echo
function(msg = "") {
    somefuncInFuncdotRFile(msg)
}

if you want to have post method use (#* @post instead of get) to read more click here

step 5

now everything should be fine, you can dockerise your code and ship it anywhere you want

$ touch Dockerfile

append following lines

FROM trestletech/plumber

#to install packages uncoment following line
#RUN R -e "install.packages('whatever it is used in the code')"


#for apt-get uncomment & modify following line 
#RUN apt-get update -qq && apt-get install whatever is needed 

#expose a port 
EXPOSE 8000

#make a folder and copy your files 
RUN mkdir /app
COPY funcs.R /app
COPY plumber.R /app
WORKDIR /app

#set entrypoint
ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('plumber.R'); pr$run(host='0.0.0.0', port=8000,swagger=TRUE)"]

build your docker and forward port 8000 from your container to any port you want on host

Djuno helps companies get back control over cloud costs. In the process, we use both AI (Artificial Intelligence) and our natural intelligence.

One of the most common questions people ask is a variation of “what exactly are the cost savings” or “what are the average cost savings over a 5 year period”. It is one of these “how long is a piece of string” questions. It’s complex and depends on many factors, but we have a framework that can be used to estimate the savings and can provide some actual numbers for reference.

External cloud costs

Let’s start with real numbers. One of our clients, a fast growing, successful FinTech/ InsurTech startup used to pay low 5 figures per month (low 6 figures per year) out of pocket for external public cloud infrastructure. After our intervention, they are now paying around 30% less each month. But, we didn’t just turn off their servers. We redesigned the architecture, so they have now 2x more cloud compute and storage. So, on a “per unit” basis, the savings equal to some 65%. Over 5 years, the total cost savings amount to is a very significant, high 6 figures number and this will be even more evident when more cloud resources are needed, as the business grows.

In general, our conservative estimate is that companies can save around 30% of their cloud expenses. This is in line with recent research that confirms that about 30% of cloud spending is wasted [2020 Flexera state of the cloud report].

Internal resources

Additionally, companies can reduce their internal resources dedicated to managing infrastructure. A full time DevOps costs $100k / year and more. With Djuno, they can focus on developing instead of maintaining and patching the existing infrastructure. Djuno managed solutions (with our dedicated engineer) will cost about 30% of this (30k/year vs 100k) if a company wants to outsource the whole process. The bigger the infrastructure, the more DevOps or SysOps a company has, the more evident the savings are.

Opportunity costs and other business related items

Finally, there are costs that are difficult to quantify immediately, based on assumptions, but can be estimated on a case by case basis. These include the cost of technical debt (when a company doesn’t want to modernize because they don’t have any good migration solutions), costs of (non-)compliance (especially in financial services), the opportunity cost of utilizing all the data (due to the lack of tools to share it internally and externally) or cost of reporting and analytics where aggregation has to happen manually each time.

The above items have a profound impact on the whole business, especially when compounded over time. In general, the question is how much does it cost to have a business that is not flexible and has its culture and processes negatively impacted by obsolete IT architecture. With Djuno, the company’s IT environment becomes an asset and every piece of code is a reusable building block that can generate compound yield in the future (vs. a liability of technical debt and escalating costs of disposable code and inefficient infrastructure).

In summary: the cost savings are significant and the positive impact on the entire business is profound. You should try it! [BTW, we have a zero-risk, no commitment “return policy”: we deploy Djuno for you, estimate the impact, present you with the offer and if you don’t like it, we take Djuno back, no questions asked].

You can use natural language search (Cheapest VMs in Germany) and a detailed filter to slice and dice by provider, price range, operating system, number of CPU core and the amount of RAM. This tool provides up-to-date, multi-vendor cloud VMs’ price comparison to find the best solutions, providers and value.

• Financial Services

DevOps plays a crucial role in the financial services industry by streamlining software development and operations processes, enabling faster delivery of high-quality applications and services. By fostering a culture of collaboration, automation, and continuous improvement, DevOps helps financial institutions reduce time-to-market, minimize operational risks, and enhance customer experiences.

Products/Services: Cloud Infrastructure Technical Compliance Automation; Business Continuity / Operational Resilience; Cloud Infrastructure Cost Reduction; Multi Cloud Setups and Cloud Migration; Data Governance, Compliance and Commercialisation; Business Process Automation; Digital Transformation.

• Pharmaceuticals

In the pharmaceutical industry, DevOps plays a vital role in accelerating the development and deployment of software applications, enhancing collaboration between cross-functional teams, and ensuring compliance with stringent regulatory standards. By adopting DevOps practices, pharma companies can streamline their processes, reduce time-to-market for new products, and improve overall operational efficiency.

Products/Services: Cloud Infrastructure Technical Compliance Automation; Business Continuity / Operational Resilience; Cloud Infrastructure Cost Reduction; Multi Cloud Setups and Cloud Migration; Data Governance, Compliance and Commercialisation; Business Process Automation; Digital Transformation.

• Web3 Application Development

Web3 technologies are now maturing and are now reaching a stage when they can be used to automate processes in the enterprise. Djuno has developed several building blocks to speed up and facilitate the development of Web3 applications as well as the porting of Web2 applications to Web3.…

Products/Services: Blockchains (end to end setup and orchestration of various blockchains and blockchain clients; private and public chain setup); Smart Contracts (smart contract templating, and development); Decentralised Storage (Web3 storage technologies).

• Digital Transformation

Digital transformation can significantly improve a business's efficiency by automating manual processes, reducing errors, and improving productivity. Djuno has accumulated successful experience in assisting the digital transformation of companies in the financial services and pharmaceutical industries.

Products/Services: Implementation (consulting services), as well as the analytics, forecasting, automation and price discovery tools: Sowa (AI Predictive Analytics to forecast infrastructure load and provision it accordingly to optimise performance and resources), Compass (Compare prices and discover a better priced offering), Cloud Migration (automated cloud to cloud migration through virtualisation); Djuno Swarm (); Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers)

• Decentralised Storage

Web3 applications, especially these that involve the generation and exchange of NFTs require fast, reliable and secure decentralised storage. Djuno has developed a multichain solution that addresses these needs.

Products/Services: Djib Decentralised Data Storage (AWS S3 compatible decentralised data storage) Djib Drive (user friendly interface resembling Google Drive for accessing decentralised storage) Djib Save as NFT (ability to save any document as NFT with attached business logic templates),

• Permissions and Identity Management

Permissions and identity management involve controlling access to digital resources by establishing and verifying user identities and regulating access levels based on roles. This ensures only authorized individuals access sensitive information, reducing data breach risks and maintaining security compliance. Effective identity management streamlines authentication and authorization, enhancing operational efficiency and user experience. Djuno offers unique solutions enabling the management of permissions and identity management that are based on Web3 technology. These do not rely on a centralised authority and can be applicable in multi-cloud environments as well as enforce complex granular and time-limited access rights within permissionless blockchains.…

Products/Services: Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers)

• Business Process Primitives

Djuno has developed several building blocks that allow the transfer of business processes (and the enforcement of their associated governance and compliance) on-chain.

Products/Services: Djib Sign (fully decentralised alternative to DocuSign) Djib Contract (smart contract that mirrors and automates the execution of the terms of a real-life contract)

• Data Governance and Compliance Automation

Data governance and compliance are critical for ensuring that sensitive data is handled and stored securely and in accordance with relevant laws and regulations. In the context of decentralised storage networks, data governance and compliance can be automated using smart contracts, access control mechanisms, and encryption. Smart contracts can automatically enforce the rules and policies governing the use and storage of data – for example, automatically granting access only to authorised users, or automatically deleting data after a certain period of time. Access control mechanisms, such as end-to-end encryption in combination with decentralised encryption key management systems (DKMS), can also be used to ensure that only authorised users are able to access the data.

Products/Services: Djib Decentralised Data Storage (AWS S3 compatible decentralised data storage) Djib Drive (user friendly interface resembling Google Drive for accessing decentralised storage) Djib Save as NFT (ability to save any document as NFT with attached business logic templates)) Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers).

• Data Sharing

Decentralised storage networks and the use of smart contracts can facilitate data sharing by providing a secure and efficient way for users to share their data with others by automatically enforcing the terms of the data sharing agreements and ensuring that the data is only shared with authorised users. Additionally, it can enable a decentralised, global platform for data sharing, which could allow users to share their data with others across the network, without the need for intermediaries or centralised control. This can facilitate collaboration and innovation, and drive the development of new and exciting applications and services.

Products/Services: Djib Decentralised Data Storage (AWS S3 compatible decentralised data storage) Djib Drive (user friendly interface resembling Google Drive for accessing decentralised storage) Djib Save as NFT (ability to save any document as NFT with attached business logic templates)) Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers).

• Data Monetization

In the context of decentralised storage, data monetisation can be achieved by allowing users to sell access to their data to other users who are willing to pay for it. For example, patients could sell anonymised access to their medical records, including genetic information, personality traits, and disease status to facilitate research. Additionally, data monetisation on a DS network can be assisted using tokens or other cryptocurrency-based systems to create a market for data, allowing users to buy and sell data using tokens or other forms of digital currency. This should result in a more efficient and flexible market for data, enabling users to easily monetise their data and access the data they need, ultimately generating new revenue streams and providing both pharma companies and individuals with greater control over their data and its value.

Products/Services: Djib Decentralised Data Storage (AWS S3 compatible decentralised data storage) Djib Drive (user friendly interface resembling Google Drive for accessing decentralised storage) Djib Save as NFT (ability to save any document as NFT with attached business logic templates)) Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers)

IT infrastructure technical compliance is of paramount importance in the pharmaceutical industry due to the critical nature of the data and transactions being processed. Ensuring compliance with established regulations and industry standards safeguards the integrity, confidentiality, and availability of sensitive financial information. Djuno offers several tools that automate tasks related to ensuring technical compliance and save time and effort ensuring compliance with established regulations and industry standards.

• Business Continuity / Operational Resilience

Pharmaceutical companies rely heavily on data to develop and manufacture drugs. In the event of a disaster or system failure, having a reliable backup system ensures that critical data can be quickly restored, minimizing downtime and preventing financial losses. Additionally, pharmaceutical companies are subject to strict regulatory requirements that mandate the protection and retention of data, making efficient backups essential for compliance. Without efficient data backups, pharmaceutical companies risk losing valuable data, facing regulatory penalties, and damaging their reputation with customers. There are numerous well documented examples with service interruptions from major cloud providers that lead to significant loss of business and respective loss of revenue to businesses relying on cloud infrastructure. Djuno offers tools that allow the maintenance of always on low-cost data backups that enable the uninterrupted provision of critical services.

Products/Services: Djuno Latency (monitoring of server response times) Djuno Always on Backup (uninterrupted operation in the case of cloud provider failure)

• Cloud Infrastructure Cost Reduction

Cloud infrastructure costs have been increasing significantly in recent years, making it difficult for businesses to manage their IT budgets effectively. This trend is due to the growing demand for cloud services, coupled with the limited supply of cloud infrastructure resources. As a result, businesses are facing higher costs for cloud storage, computing power, and network bandwidth, which can lead to reduced profitability and hinder innovation. Additionally, high cloud infrastructure costs can limit the ability of small and medium-sized businesses to compete with larger enterprises, creating an uneven playing field in the market. Ultimately, the rising cost of cloud infrastructure can have negative consequences for businesses, including reduced competitiveness, lower profitability, and slower innovation.

Products/Services: Compass (Monitoring of VM costs from over 100 providers around the world) Sowa (AI Predictive Analytics to forecast infrastructure load and provision it accordingly to optimise performance and resources)

• DevOps Automation / Cost Reduction

The complexity of modern software systems can make it challenging to manage and maintain infrastructure, leading to higher costs. Costs are driven up by the need for specialized skills and expertise in areas such as cloud computing, automation, and security can drive up labour costs, by the cost of tools and technologies required to support DevOps processes, such as continuous integration and deployment (CI/CD) pipelines, the need for testing and quality assurance. Also, the cost of downtime and system failures can be high, making it essential to invest in robust monitoring and disaster recovery capabilities. Djuno offers several tools that can significantly reduce the cost of resources that need to be allocated to DevOps tasks.

Products/Services: [Product/Service 2] [Product/Service 2] [Product/Service 3]

• Multi Cloud Setups and Cloud Migration

There may be situations where for data compliance reasons a financial service institution may need to combine services for different cloud providers as not a single one covers all the required geographic reasons. Also, migration to a different cloud may sometimes be needed for cost-management of other strategic reasons. Such migration, when done manually, can be time-consuming and labour-intensive, and require significant resources and expertise. Djuno offers a number of tools and services to automate the discovery of the best value for money among the various cloud providers that need the organisation’s need, to virtualise and combine easily the services of various cloud providers as well as to automate the migration process from one cloud provider to another.

Products/Services: Compass (Compare prices and discover a better priced offering Cloud Migration (automated cloud to cloud migration through virtualisation); Djuno Swarm (…); Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers)

• Data Governance, Compliance and Commercialisation

Web3 offers new opportunities to automate and decentralised business processes in the financial services industry while ensuring higher degree of compliance by design. This also offers new mechanisms for data monetisation.

Products/Services: Djib Decentralised Data Storage (AWS S3 compatible decentralised data storage) Djib Drive (user friendly interface resembling Google Drive for accessing decentralised storage) Djib Save as NFT (ability to save any document as NFT with attached business logic templates); Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers)

• Business Process Automation

Djuno has developed several building blocks that allow the transfer of business processes (and the enforcement of their associated governance and compliance) on-chain.

Products/Services: Djib Sign (fully decentralised alternative to DocuSign) Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers) Djib Contract (smart contract that mirrors and automates the execution of the terms of a real-life contract.

• Digital Transformation

Digital transformation can significantly improve a business's efficiency by automating manual processes, reducing errors, and improving productivity. Djuno has accumulated successful experience in assisting the digital transformation of companies in the industry.

Products/Services: Implementation (consulting services), as well as the analytics, forecasting, automation and price discovery tools: Sowa (AI Predictive Analytics to forecast infrastructure load and provision it accordingly to optimise performance and resources), Compass (Compare prices and discover a better priced offering), Cloud Migration (automated cloud to cloud migration through virtualisation); Djuno Swarm (Platform as a service in the box); Djuno DKMS (decentralised key management system that allows ensuring all the necessary data governance and permissions management that meets the requirements of enterprise customers)

Sign in with your MetaMask account and create token on any blockchain connected to your wallet (any main or test net). You can deploy your branded smart contract with just a few clicks, no coding is required.

What happens when you cloud goes down? Usually, you and your clients just wait until the cloud provider brings it back up. This down time can cost enterprises up to $1-$5 million per hour (Gartner). With Djuno Always-On, services are recovered and operational in seconds/minutes not hours/days. Leveraging other Djuno solutions like Swarm and Djerboa means that mission-critical services are always on and you can serve your clients all the time. The entire process is fully automated and affordable thanks to our cloud cost saving solutions generated by Sowa AI.

Always On cloud significantly reduces cloud related risks: operational, reputational, legal and loss of revenue.

No-Code Nft Minting

• select Mint NFT from , then Select Mint One
• now

upload and share files permanently

First, connect to your wallet; you can choose any wallet from the list.

Upload your files. After selecting the files, you can upload by clicking the Upload button.

Your files will be uploaded and displayed to you. It is also possible to download the produced links.

Operator Framework

Swarm is Djuno's operator framework meant to reduce operational overhead by facilitating the configuration and deployment in the cloud. Swarm has three main functionalities:

• It provisions the machines and infrastructure.
• It deploys the archetype.
• Monitors and manages archetype: resources, VMs, application, containers, environments. It scales up and down, config/re-config, takes care of placement, manages identity, access and security.

Swarm is infrastructure agnostic and can run in any multi and hybrid cloud environment.

Stack Archetypes​

Swarm is deeply rooted in the philosophy of stack archetypes. It means that by describing the relation between platforms and software in the stack, the archetype of the entire (bottom-top) resources stack should be revealed. Focusing on the archetype as our key principle, we are able to automate the entire stack and its resources in truly vendor-agnostic manner (regarding cloud infrastructure and software provider).

Put simply, Swarm manages, orchestrates and provisions infrastructure similar to the way that container orchestration platforms handle containers.

Djib offers an enterprise grade decentralized distributed and highly available object storage with state of art caching

Self-Optimizing Cloud​

Sowa automatically gathers data from monitoring elements, publicly available data and agents. It then converts it to tips, decisions, actionable configurations and/or machine-readable queries, and finally pass it to other units for further actions.

100% Interoperable​

Sowa sits on top of cloud fundamental services, gathers information and produces tips, recommendation and actions.

It is compatible with all the other Djuno services and products and with 3rd party cloud orchestration, management and infrastructure as code solutions.

Cost Reduction​

Sowa AI performs continuous cloud cost optimization. It identifies seasonality in consumption and predicts service utilization.