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Intelligent actions with Machine Learning

Enabling high-value predictions and intelligent actions with Machine Learning

It’s not a matter of finding data; it’s a matter of leveraging this data for optimal outcomes. Technology-driven equipment manufacturers are deluged with ever-growing data collected from IoT sensors, machines, and business processes. Intelligent utilization of this data can help you optimize business operations, improve productivity, and accelerate desired outcomes. Developing Machine Learning solutions such as predictive analytics, asset health monitoring, and customer analytics requires special expertise.

Machine Learning consultants apply deep technological expertise to help organizations achieve success with minimal resources and overhead. We define their analytics implementation roadmap and development strategy. Our teams will assist you throughout the data journey - from navigating complex data challenges and prototype building - to enterprise-wide machine learning deployment.

Custom ML solution addresses Predictive Maintenance Risks 

The global supplier of Instrumentation improved the accuracy of fault diagnosis using IIoT based automated system. It holds the power to provide a big picture of condition monitoring. 

Read the customer success story >>

Machine Learning models

Developing Machine Learning models to build data-driven ML solutions

Utilizing existing machine data effectively for predicting outcomes, behaviors, and trends is crucial to producing transformative business results. Our team of highly specialized research and development scientists will ensure that during the solution development life cycle, we use best practices from requirements gathering to deployment and testing. We remain focused on building, training, and deploying machine learning models quickly to help you achieve your objectives. From running Machine Learning models for wind power forecasting to evidence-based analysis of risk management and streamlined workflows, our team assures a positive experience.

Azure Machine Learning and Amazon Sage Maker are among the widely-used integrated data science and advanced analytics platforms for quick Machine Learning applications development. Our team of machine learning consultants is at the forefront of developing intelligent solutions stacked on open source technologies like Apache Spark, Jupyter Notebook, Python, Docker, Conda, or Kubernetes.

Data Science solutions

Machine Learning & AI consulting to create custom Advanced Analytics solutions

Discovering hidden patterns from structured/unstructured big data demands powerful tools, machine learning algorithms, and deep learning engines. Signal classification, image segmentation, natural language processing, and populator databases all require custom data science solutions to analyze and derive actionable insights. Our data scientists and engineers play a key role in building such robust solutions by creating a unified data platform and performing historical data analytics to determine data correlation and patterns.

Our unique approach to understanding the business data, analyzing exploratory data, building models, optimizing data, deployment, and operationalization will help your team navigate complex data challenges quickly. We utilize the best tools, such as MATLAB, R, Python, and TensorFlow to optimize all the phases of development.

Data Science solutions

Putting Machine learning, Data Science, and Artificial Intelligence to work

Machine learning solutions help in minimizing downtime, outage prediction, identifying outliers and trends before they occur, and preparing for fluctuations in production demands. We will integrate and deploy such solutions that will not only keep you online but will also continue learning about how your organization data flows, thus making itself optimized by its own to increase efficiency.

Build automated solutions that will help your business to increase its throughput and work on what is more important instead of doing repetitive tasks. We build intelligent systems that will improve data integrity and security protocols used in desktop, mobile or web applications.

Need to build custom ML solution for your business?

Talk to our ML Specialist

Frequently Asked Questions

Majority of our successful implementations have come with customers in industries like Equipment Manufacturing, Renewable Energy, Power & Utilities, Oil & Gas, Logistics & Transportation, and Process manufacturing. These implementations have been across the US, Canada, UK, Australia, UAE and APAC.

The biggest business benefits in these implementations have been where CXOs, VPs and Directors – across Operations, Finance and Technology – have been directly involved in Roadmap creation & Execution planning.

We assess the size of each project based on its impact on our client’s business. Be it our Consulting projects or the subsequent implementations using Data, AI, ML, IoT, Cloud, or Mobile.

More than a dozen of our customers have seen revenue growth, growth acceleration & operational efficiency benefits from our Implementations – to be from $50Mn to $0.5 Bn. Specifically, in terms of Project sizes, some of our biggest Consulting & Implementation projects have spanned 3-4 years, with 25-30 people teams, with budgets of USD 3-5 Mn. Read more success stories

We provide a fixed-fee solution, that’s milestone-based. In our consulting model, we love sharing the risks of our customers’ business & projects.

Our processes & systems are designed on getting it right the first time. So, if we don’t deliver as per the agreed project milestones, we don’t get paid.

Post-implementation, we provide 1-year free warranty – because we know our solutions work, without fail. Our customers love this. And find their actual costs of ownership pretty cost-competitive, lesser by at least 60%.

It’s NOT our model to provide a $50k project budget – that eventually gets delayed by months; has bugs during production use, is costly to add new features, has architecture scalability challenges later, and whose ongoing support is even expensive than the original implementation.

If our customers spend $50k – that’s the only cost they incur. Everything else is taken care of by the solutions & processes from our teams, at the same cost.

We are a Business Consulting company, that takes up the downstream Technical Implementations to also be done by our in-house teams. Our customers are free to use their own IT teams for solution implementations post consulting phase, while our team focuses on Upstream Consulting activities, providing a detailed Solution Design, Approach, Roadmap & Project plan. Or, like in most cases, we work with their in-house IT teams to jointly implement these Greenfield solutions.

We are not a staffing company, and we don’t provide contract resources.

We provide local support to all our customers through our offices in India, as well as through local partner offices in US-east, US-mountain, US-central, US-pacific, UK, UAE, and Aus. Some of the customers are jointly supported with local Microsoft teams, AWS teams, and Data Platform partners in that region.

We work with 120+ customers across the US, Canada, UK, Western Europe, Aus, UAE, and APAC. We are hyper-focused on these 7 geographies.

We do not focus yet on businesses in South East Asia, Latin Americas, Africa, and Eastern Europe.

We care about solving big business problems, the more complex the better! Especially, the business growth & operational efficiency related challenges faced by certain Industries across the globe.

The size of the project wouldn’t matter, if we find each other like-minded. We would love to hear from you.

And yes, we have done consulting projects of all sizes - $5k, $50k or $500k. And a lot of the smaller consulting projects have created some of the biggest & boldest impacts on our clients’ businesses. Read more success stories

Every year, we certify our teams and processes for various global Compliances and Competencies – to provide secure, and highest-quality solutions to our customers across the US, Canada, UK, Aus, UAE and APAC.

Our processes are ISO 27001 compliant, as well as Certified by Microsoft/AWS/Data-Partner teams for delivering various solutions under Cloud, Data, BI, Mobile, AI & ML. All our offices and assets used by our team members are compliant as per Cloud Security protocols, ISO requirements, as well as GDPR security guidelines.

We are a duly registered & accredited Consulting company, under Indian Companies Act.

You can stop or cancel your projects at any time, without any penalties. (Although, over the last 6-years, no customer has stopped/canceled any project)

We do not bind our customers into lengthy lock-in contracts.

Moreover, our usual working model is that till we don’t deliver as per the agreed project milestones, we don’t even send you the invoice.

Our processes & systems are designed to collaboratively work with the in-house teams & other vendors-teams of our customers. When co-developing the solutions, our teams are designed to mirror the processes followed by existing teams, be it Scrum-based Agile, Agile XP, CI-CD, DevOps, Security Audits, or anything else.

Any other questions not answered? Read more here