The data volume coming in from various parts of the industrial value chain can be overwhelming. In a sector that lives on the proven edge of technology instead of the cutting edge, these businesses are still stuck with organizing their data pool around possible use cases. As a result, they are unprepared to handle heterogeneous data and derive actionable insights, leading to multiple challenges.
Lack of a defined strategy
The absence of a clear vision and a phased roadmap inevitably leads to failure in analyzing and understanding data in digital manufacturing, slowing down the business transformation.
Incomplete technology ecosystem
Without a rich tech ecosystem, the industry suffers from a lack of data sharing platforms, modernization initiatives, and streamlined storage systems.
Challenges in Scaling Manufacturing Analytics
The inability to scale data and industrial analytics across the company is still a hurdle in manufacturing. Leaders fail to invest in the right people and processes that could help them make the right decisions.
With the right AI and data strategy powered by IIoT and automation, industrial businesses can run smart operations on a seamless and efficient data engine. You need end-to-end industrial analytics capabilities that can harness your data, solve your use cases, and help you run operations cost-effectively. You need a partner who can ensure that automation can be implemented across the entire value chain, so you can collect insights and act on them in real-time.
Drive higher efficiency with AI-driven manufacturing data analytics solutions
At Tredence, we go beyond possible to deliver insights at the decision points to help you drive smart manufacturing. Detecting potential anomalies and conducting AI-led predictive maintenance helps you minimize unplanned downtime and maximize your efficiency. Close the last mile with our data engineering capabilities and reusable accelerators that speed up insights by 50%, boosting efficiencies across the shop floor and the supply chain. Revolutionize production across multiple dimensions - customer analytics, smart transport, industrial analytics, logistics and production planning, sales strategy effectiveness, predictive maintenance , pricing and assessment quality, and asset management.
Drive production quality and efficiency with AI-powered decisions to control costs, increase productivity, and boost margins.
Smart manufacturing and supply chain services help you boost the long-term efficiency of your machines and processes with actionable intelligence. Reduce risks and make better decisions with intelligent demand forecasting and planning for labor, warehouse, logistics, and dynamic production. Bring down operational costs when you increase production capacity and equipment lifespan with predictive maintenance and quality optimization.
Data engineering offerings plug the gaps in your production process with end-to-end analytics integration to create a seamless user journey. Our tailormade offerings take you from data ingestion to actionable insights and further to impact, with the right ML models. Operationalize insights with ease across your industrial value chain with our AI/ML-based digital accelerators and strategic partnerships and scale them across your business with speed.
Our Data migration accelerators aid enterprises to unlock the power of their data and help migrate to a modern, cloud-native architecture. Tredence has a proven track record of helping global manufacturers with large-scale data migration initiatives and accelerating modernization ROI by partnering with leading hyperscalers and data and AI companies. Our services and accelerators enable 50% faster migration and help achieve modernization goals of improved insights, increased productivity and self- service.
Customer analytics and experience services give you the decisive insights you need to build customer-centricity as a practice in your business. Eliminate data inconsistencies and get a comprehensive view of the customer to tailor your strategies and build better customer relationships. Understand and meet customer expectations with behavior modeling, journey mapping, and visualizations to augment engagement strategies.
Optimization and productivity services help you derive the best outcomes for your business and your customer while optimizing for sustainable growth in the future. From offering incentives to customers through rebate management to evaluating the cost to serve, we help you nurture your partnerships while driving sales with a single source of truth.
Sustainability and CSR Services enables value tracking & energy analytics and drives valuable insights for consumption so you can proactively reduce energy costs and implement efficient processes. Our manufacturing analytics and business teams work closely with you to build your sustainability strategy across the landscape, including recyclability, waste reduction and energy consumption. Tredence empowers you with a holistic view of your enterprise footprint. It monitors your ESG scorecard, identifies high-impact opportunities and recommends strategic action.
Quality and asset management helps you gather the contextual insights to improve ROI and quickly adapt to market demands with minimal risks. Pinpoint wastage, predict system downtimes and ensure products are free of defects and are fit for purpose. Ensure your best production quality with manufacturing data analytics for in-line quality prediction, root cause detection, and waste control to maximize revenue.
We build custom manufacturing analytics solutions powered by our pre-built accelerators to help you optimize assets, improve production efficiency and design innovative products. Forecast demands, identify trends, and drive complete supply chain visibility so that you can build competitive advantage and harness growth opportunities.
Supply Chain Control Tower provides real-time visibility across the Supply Chain and leverages predictive, prescriptive and cognitive models to continually optimize your end-to-end Supply Chain.
The Tredence advantage
Build resilience and drive accurate demand forecast
through our faster delivery of insights with complete transparency
Enhance predictability and increase ROI
by reducing maintenance costs through actionable insights
Maximize efficiency and productivity
with our experience-led manufacturing analytics solutions to identify bottlenecks
See how we helped a group of renowned manufacturers market their products to a wider group of distributors using rebate programs.
We created a targeted hunting list of buyers and an analytics report on fast-moving products for the manufacturers to customize their catalog. This delivered a range of benefits.
Sales targets exceeded by 21%
Access to ~500 distributors
Higher profits for manufacturers
Find out how we helped a world-leading industrial manufacturer identify missed opportunities in revenue and optimize their pricing.
By creating an optimal discount structure and automating the claims allocation process, we gave their pricing and sales strategy teams more visibility, delivering multiple benefits.
$3.6M in missed opportunity identified
10,000 claims a year validated & processed in under 10 minutes
Dashboard and simulator integrated into Salesforce.com
2022 & 2023 Databricks Partner of the Year – Retail and CPG
Tredence is Certified as a Great Place to Work® by GPTW India
Named a Leader in The Forrester Wave™: Customer Analytics Service Providers, Q2 2023
Recognized in Gartner Market Guide for Data Analytics and Intelligence Platforms in Supply Chain
Winner of NASSCOM AI Game Changer Awards, 2021 in Retail and CPG
Recognized as a ‘Contender’ in The Forrester Wave™: AI Consultancies, Q1 2021
Unlocking business value from our services and solutions