Data Analytics Consulting Services

Data analytics consulting services for smart machine manufacturers

Most industrial enterprises critically need deeper visibility into their operations, to analyze past trends every day, and use derived insights to operate more predictably. Which means, the smart instruments or machines, deployed for monitoring these industrial operations, would need to collect real-time data and contextualize it for business KPIs, like performance, efficiency, throughput, root cause analysis and predicting the remaining useful life.

At Saviant, our data analytics consulting & implementation framework help instruments engineering & machine manufacturers to build customized data platforms and data analytics solutions that help them in meeting their business objectives. For example:

Developing a single source of truth

with data aggregated & contextualized from multiple sources like sensors, machines, ERP and WMS into a single source.

Extract Real-time and predictive insights

using statistical, ML models, and artificial intelligence, that use past and current data to predict outcomes like failures, defects.

Timely alerts and notifications

Enable customers and field service engineers with timely alerts triggered by insights generated from analytics.

Drill-down for root cause analysis

Intuitive visualizations & root cause analysis to help make decisions with respect to production, and field operations.

What we do - our service offerings

As machine manufacturers try to address industry challenges amid dynamic market conditions and latest technology trends, we help them accelerate their product development life cycle operations to build a resilient core, thereby speeding up time-to-market. Apart from helping in new product development initiatives, our teams also assist them in product migration and re-engineering their products to meet dynamic market conditions in terms of features, cost, and performance.

Product engineering & development

Starting from the innovation phase to product deployment and testing phase, we help you in complete product lifecycle. Whether it is cloud & mobility enablement, or adding intelligence to your existing products, our teams deliver all you need.

Product re-engineering

Scale-up your existing products to ensure tech readiness for the next 10 years. We help in re-architecting, re-factoring, or re-platforming existing technology stack and architecture, while enhancing/maintaining the present capabilities of your products, for scalability, security, and performance.

Continuous integration and deployment

We build DevOps strategies and CI/CD pipelines for new product development, deployment, and its continuous updates; through consulting, end-to-end implementation & infrastructure monitoring using DevOps tools like Maven, or Jira.

Product migration – Cloud, On-premises & mobile

Whether it is migrating your existing products to cloud, creating a hybrid structure, or extending your web-based products to mobile, our teams can help you.

Product testing & validation

We test and operate various products in a reliable way. Our teams leverage technology advancements for delivering quality-centric validation & verification services, to ensure your products make lasting impression.

Data platform & analytics

Extend your product capabilities with a combination of data analytics, ML-AI, and data mining, to deliver advanced products. Accelerate your product time-to-market using our proven industrial frameworks.

How we work with you - our data analytics consulting approach

Our team design and build custom data analytics solutions to realize your goals using a holistic approach, which includes:

1. Data maturity
assessment

Assessing what is the mechanism to capture data, what data is being collected, and ability to integrate with cloud platforms.

2. Creating
a roadmap

Understanding what’s missing to build a business use case, building a plan to design, build and deploy a data platform.

3. Designing
the architecture

Creating a scalable, reliable architecture which is
technology-ready for the next decade.

4. Building solution &
ongoing maintenance

to offer better value to your customers. Helping you to completely adopt the app through ongoing maintenance support.