Natural Language Processing
Using NLP techniques, we provide an automated way to create a knowledge graph from the texts from technician service documents. The aim is to create a model that represents the digital twin of a vehicle and to create a feedback loop to update the knowledge graph based on the actions taken by the human (technicians). Why do we need a knowledge graph with feedback loop?
With a footprint of close to 80-90 ECU’s in today’s automotive, and a multitude of trouble codes (often ambiguous), questions are being raised around the ability and effectiveness of traditional Diagnostic tools to accurately diagnose and detect the underlying cause of a given problem/defect.
As add-ons, the sustained buzz and drive for electrification and autonomy of vehicles, coupled with modern engineering approaches such as feature-based architectures, virtual ECUs, etc. are lending an extra layer of complexity to the already complex diagnostics mix.
The pain-points and the business ramifications are obvious – High warranty costs based on No Fault Found (NFF) instances, Lower Fixed-First-Visit (FFV) rates, Lower technician productivity, High vehicle downtimes, and a cumulative negative bearing on customer satisfaction, retention, and loyalty – With ‘misdiagnosis' or the ‘lack of diagnosis' clearly being the primary culprit.
A viable solution in sight is to reduce the reliance on a technician's decisions and to introduce the concept of intelligent, guided and pin-pointed diagnostics.
Our Intelligent and graph-based diagnostics solution aims to diagnose with pin-point accuracy, and enable guided & optimum troubleshooting based on Artificial Intelligence (supervised learning), which sits at the heart of this solution.
Given data streamed from a source, like a vehicle—such as diagnostic trouble codes (DTCs) and other vehicle parameters at the time of occurrence of the trouble codes (e.g., odometer reading, vehicle speed, engine temperature, torque, etc.), can we predict an ensuing repair or a maintenance job on the vehicle? We, the Mulytic Labs, developed an innovative solution that is based on On-Board Diagnostic Data from the vehicle and created a diagnostic model, using which our solution can predict what and when different classes of failure might occur in the vehicle. We are answering the business cases to achieve via our predictive analytics solution:
1. Avoiding critical component failure during operations
2. Monitoring the life of the component for re-engineering based on field failures
3. Pre-ordering components to ensure availability at the workshop
Enable operating costs, improve grid reliability and deliver personalized energy services to consumers.
Ensuring reliability from renewable generation and creating a more flexible transmission and distribution system.
Ensuring no direct greenhouse gas emissions because the electricity is made from sunlight rather than burning fossil fuels.
Determining the condition of in-service equipment with promising cost savings over routine.
A digital signature uses a secure digital key that certifies the identity of the author of a digital message or document.
Document signing certificates provide trusted assurance of authentication for electronically transmitted documents by validating both the author and the document. Digital certificates give customers confidence that the received documents originate from the recognized source and have not been forged or tampered with.
● Digital document signing
● Secure email communication (S/MIME)
● Document archiving and workflow
● E-commerce and E-invoicing
● Secure login procedures (single sign-on capability)
● Compatibility with Adobe Products.
● Support for document authenticity and non-repudiation for the lifetime of the document.
● E-signature verification on signing any digital documents by a recipient.
● A timestamp, indicating when the document was signed.
● SHA-2 Signing and 2048-bit encryption for security and browser compliance.
● Security - Digital certificates are the most practical option for securing any Government or corporate data online. Digital certificates encrypt any internal and external data.
● Scalability - From small to large organizations, digital certificates can still provide the same quality of encryption. It can be easily centralized the management of any certificates with the help of platforms such as Managed PKI.
● Reliability - Institutions known as public trusted Certificate Authorities handle the issuance of digital certificates.
● Authenticity - Document Signing Certificates signs documents digitally. The addition of digital certificates adds legal-binding power to any documents.
● Public trust - Our best industry practices of cybersecurity implementations let our clients know that we value their privacy and security above all else. Cultivating trust is important in all types of business.
Centralized Logging Mechanism
Logs are a critical part of any system, they give you insight into what a system is doing as well what happened. Virtually every process running on a system generates logs in some form or another. Usually, these logs are written to files on local disks. When your system grows to multiple hosts, managing the logs and accessing them can get complicated. Searching for a particular error across hundreds of log files on hundreds of servers is difficult without good tools. A common approach to this problem is to set up a centralized logging solution so that multiple logs can be aggregated in a central location.
Our process capable of collecting, formatting, and importing data from external sources like applications, servers, and platforms.
Our Search and Log analysis help in reducing problem diagnosis, resolution time and ineffective management of applications and infrastructure.
An important part of any log management system is alerting. Rather than constantly searching your log data for specific events, why not let Mulytic monitor for you!
Even if you’re not a data scientist, Mulytic follows simple, strategic ways to incorporate data visualizations into your reports to bring those numbers to life in a compelling way.
Central Data Lake
A data lake is a central location in which to store all your data, regardless of its source or format. It is typically, although not always, built using Hadoop. The data can be structured or unstructured. You can then use a variety of storage and processing tools—typical tools in the extended Hadoop ecosystem—to extract value quickly and inform key organizational decisions.
Because of the growing variety and volume of data, data lakes are an emerging and powerful architectural approach, especially as enterprises turn to mobile, cloud-based applications, and the Internet of Things (IoT) as right-time delivery mediums for big data.
In broad terms, data lakes are marketed as enterprise-wide data management platforms for analyzing disparate sources of data in its native format. The idea is simple: instead of placing data in a purpose-built data store, we move it into a data lake in its original format. This eliminates the upfront costs of data ingestion, like transformation. Once data is placed into the lake, it’s available for analysis by everyone in the organization.
A data lake is a centralized repository that allows you to store all your structured and unstructured data at any scale.
Enabling self-service access to data stored in data lakes has become increasingly complex. We deliver such a sophisticated infrastructure to data users.
Everything from collecting the data to making it fit the company's needs we achieve the highest quality by making it less expensive and time-consuming.
Safeguard enables governments to effectively and efficiently manage the various safety facets of their day-to-day operations.
Mulytic specializes in DevOps, Infrastructure Design & Strategy, Cloud Migrations, and 24×7 Managed Services. Our DevOps engineers help guide your transition to the cloud by architecting & implementing custom enterprise-grade cloud solutions that are flexible, fully scalable & highly available. We also enable complete management & automated deployment of your apps through custom CI/CD pipeline development & configuration management tools.
Reduced compute and memory with containerization and resulting in a 40 to 60% reduction in compute and memory.
Mulytic pushes faster security with CVE scanning and static code analysis before production.
Enables the customer to burst into the cloud and change data centers as needed.
Via containers, CI/CD failovers, faster releases, faster responses to customers, better team morale.
Web & Mobile App Development
Consumers are using an ever-increasing variety of platforms to access services. Designing only for one type of device will leave some of your users with a frustrating experience. We design all of our websites and applications using the responsive web design approach. The application development process is fast and iterative. We can take a recently hatched idea, gather requirements, design, and rapidly develop an elegant and powerful application. You will see tangible results quickly. We put a prototype in your hands as soon as possible and iterate based on your feedback leading to a more satisfying and transparent development process.
We employ agile development methodology allowing for increased flexibility and faster turnaround time.
Our QA and Software Testing services ensure that our developed application complies with all quality specifications.
We help you organize, preserve and archive all your digital assets in a structured way so that they can be easily located and retrieved using powerful search functionality.
Our ongoing application maintenance and management services focus on maximizing your existing applications and minimizing downtime.
24/7 Operations Support
We are always contactable in an emergency. Our SysAdmin Support provides 24/7 assistance. And when we refer to SysAdmins, we mean real, highly-qualified systems administrators with many years of experience. You can discuss your problem with our support engineers on an equal footing. You can be certain that your engineer will take ownership of your problem in the same way as one of your own employees.
During core working hours, we allocate a dedicated contact in the support team to you. Rather than passing you to different support levels, we engage with you as an equal partner and solve your issue quickly and professionally. We take the utmost care to ensure that our support capacities grow as quickly as possible in line with the number of our customers.
In so doing, we also ensure that sufficient support engineers are available to offer first-class and prompt support to our customers. From time to time, every good company can have difficulties ensuring that the size of its support team keeps pace with the growth in new customers. We always give priority to existing customers. Our SysAdmin Support differs in one other key point: our support specialists are in daily contact with you, our customers. They know your problems and requirements better than anyone at Mulytic Labs. For this reason, we involve our support colleagues in decisions regarding the features and improvements of our upcoming products rather than simply pondering in isolation which features would look particularly good in the next advertisement. Mulytic Labs is here on equal terms with both medium-sized and larger companies as well as partners such as system houses, managed cloud service providers or IT service providers.
1: We employ only system administrators with hands-on experience in our support department.
2: We accept only new customers if we can make sufficient support capacity available.
3: The support team sets the priorities for the further development and maintenance of your products.
Cloud platforms have completely revolutionized application infrastructure, making rapid deployment of products easier than ever. Systems that are fully automated to scale and self-heal are now the industry standard allowing businesses to stop fighting infrastructure fires and instead focus on their customers. Whether you're entirely on bare-metal servers or have invested heavily in the cloud, we can help you design, develop, and deploy your cloud infrastructure.
Cloud business processes built to maximize objectives.
Cloud Business Models, Cloud Processes, Cloud Delivery.
Business designs build from the ground up infused with cloud innovations.
Innovative capabilities of Cloud Computing.
The world is changing faster than ever with new devices, systems, and technologies emerging on a daily basis. At Mulytic labs, we make it our mission to stay abreast of the latest and greatest. If you're looking for digital solutions and aren't sure exactly what you need we can help and guide you.