Databricks | Innoverdigital

Innover’s LEAP^TM
+ Databricks:

Industry Solution Accelerators to
supercharge business outcomes

Achieve quick wins with pre-built AI models,
purpose-built guides and actionable insights

Innover’s LEAP^TM leverages the advanced capabilities of Databricks to empower organizations to fast-track Data and AI innovation, delivering accelerated value realization within just a few weeks. The partnership equips organizations to minimize the time spent on discovery, design, development and testing - building high-impact, cloud-agnostic AI-powered solutions at speed and scale.

By leveraging Databricks Lakehouse Platform and LEAP’s extensive library of data enrichment, analytics and AI/ML capabilities, organizations can mass ingest data from diverse sources, store data in low-cost, scalable data lakes and utilize the auto scalability features for efficient analytical processing. Packed with pre-built AI models, ready-to-use connectors, custom scripts, and fully functional Databricks notebooks, LEAP‘s Industry solution accelerators have empowered FORTUNE 1000 clients to extract the magic out of their data and build next-gen, unified data platforms.

Industry Solution Accelerators

Demand Forecasting

Achieve unparalleled accuracy in demand forecasting across regions, SKU levels, and other intricate datasets – with remarkable speed, scale, and precision

Collect granular historical data on demand patterns
Use exploratory data analysis techniques to uncover patterns, trends, and correlations that can provide insights into demand fluctuations
Automated model selection based on the characteristics of the data, such as time series analysis, regression models, or machine learning algorithms
Train and fine-tune the selected models, adjusting parameters and optimizing performance
Validate the accuracy and reliability of the trained models by comparing their forecasts against actual demand data from a validation set
Monitor the performance of forecasting models to ensure the forecasts remain accurate and up-to-date

Route Optimization

Unleash scalable solutions that crunch big data, overcome constraints, and identify the most viable and profitable routes effortlessly – boosting efficiency and reducing costs

Gather relevant location and delivery data
Define optimization objectives and constraints such as time windows, vehicle capacity, road restrictions, DOT regulations
Evaluate and configure the right algorithms against large datasets or auto-select adaptive algorithms such as Constraint Programming, Large Neighborhood Search, and more
Refine the optimization process by adjusting parameters, constraints, or algorithm settings based on the evaluation results
Decide on the most viable, profitable routes by employing algorithms for real-world operations
Update the route optimization process periodically to adapt to changing requirements, new data, or evolving constraints

Customer Churn Prediction

Seamlessly identify customer churn patterns, and build profitable customer relations through effective retention strategies

Unify structured and unstructured historical data from heterogeneous data including – customer information, churn data, products, contracts, engagement metrics, service desk, etc.
Analyze this data to create new features and define dependent variables
Categorize and cluster this data and deploy different ensemble models for each cluster to optimize performance
Perform a multivariate analysis to identify key causal factors that are driving customer churn
Generate customer churn risk score as an output of the ensemble models to create risk bins for each customer

Intelligent App Support

Revolutionize your app support with data-driven insights and automated workflows to enhance productivity, and agility and drive superior CX

Leverage Descriptive and Diagnostic analytics techniques to understand cause-and-effect relationships and identify the root causes of issues faced by customers
Leverage conversational AI to simplify data analysis, transforming complex queries into plain language and delivering business insights at the fingertips
Employ predictive models to identify issues proactively. Swiftly address queries, preempt SLA breaches, accelerate first-call resolution, automate feedback generation, and more
Clear exception understanding and handling design
Apply optimization algorithms (Decision Trees, Random Forest, Neural Networks, etc.) to identify the best course of action based on business objectives and constraints

Innover + Databricks = Winning Combination

Data ingestion at scale

Effortlessly manage massive data volumes with scalable cloud solutions, AI/ML-powered accelerators and API connectors, empowering you to swiftly ingest and analyze millions of data points and build tamper-proof, reliable data pipelines

Data quality management

Leverage our Data Quality Framework, equipped with a AI/ML-powered data validation layer to proactively identify the high impact data related issues and build an integrated solution to progressively improve the data quality

On-the-go insights

Unlock a treasure trove of accurate, actionable insights faster and at lower costs from vast data repositories – driving ROI-focused outcomes, igniting cutting-edge AI and ML use cases, and propelling business growth

Success Story

Reduction in dead miles through AI/ML powered Route Planning and Carrier Allocation System for a US-based 3PL

Impact Delivered

25%Reduction in dead miles
20%Increase in profitability
12%Increase in avg. weekly load delivered

Reduction in dead miles through AI/ML powered Route Planning and Carrier Allocation System for a US-based 3PL

Impact Delivered

25%Reduction in dead miles
20%Increase in profitability
12%Increase in avg. weekly load delivered

Enhanced field service efficiency by improving demand predictability for a Global Hi-Tech OEM

Impact Delivered

$650KAnnual cost savings
30%Overtime reduction
16%Idle time reduction

Built a Customer Churn Prediction Model for a leading Bakery Ingredients Manufacturer based in the US

Impact Delivered

85%Accuracy in identifying the businesses likely to churn
30%Reduction in revenue loss

Built a Customer Churn Prediction Model for a leading Bakery Ingredients Manufacturer based in the US

Impact Delivered

85%Accuracy in identifying the businesses likely to churn
30%Reduction in revenue loss

Why rely on our expertise?

Celebrated for our
excellence in analytics

LEAP’s analytical excellence is confirmed by multiple awards and acknowledgments from industry analysts, establishing its credibility

Long-established
industry expertise

We have built ala carte, client-specific models for diverse industries, and refined them over time for maximum impact

Self-funding
analytics

Plug-n-play, tech-agnostic solution guaranteeing 3X+ returns within just 8-12 weeks – making analytics cost-effective

Get started

If you would like to learn how our suite of services and accelerators can transform your business, please reach out. We look forward to hear from you.

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Innover’s LEAPTM + Databricks:

Industry Solution Accelerators to supercharge business outcomes

Innover’s LEAPTM + Databricks:

Industry Solution Accelerators to supercharge business outcomes

Demand Forecasting

Achieve unparalleled accuracy in demand forecasting across regions, SKU levels, and other intricate datasets – with remarkable speed, scale, and precision

Route Optimization

Unleash scalable solutions that crunch big data, overcome constraints, and identify the most viable and profitable routes effortlessly – boosting efficiency and reducing costs

Customer Churn Prediction

Seamlessly identify customer churn patterns, and build profitable customer relations through effective retention strategies

Intelligent App Support

Revolutionize your app support with data-driven insights and automated workflows to enhance productivity, and agility and drive superior CX

Innover’s LEAP^TM
+ Databricks:

Industry Solution Accelerators to
supercharge business outcomes

Innover’s LEAP^TM
+ Databricks:

Industry Solution Accelerators to
supercharge business outcomes