Manufacturing Industry Solutions | Statswork

Manufacturing Industry

Speeding up Manufacturing using AI
Manufacturing is the production of goods and supplying it to the customers. In this process we come across steps such as buying and handling equipment, tools and take care of labors who work at the industry and the process of forming raw materials into goods. These steps need a proper structure and a framework to smoothly function. We at statswork have experienced analysts and engineers who can transform your manufacturing industry as better one. Statswork uses advanced techniques and tools among the qualitative and quantitative methodologies to identify the market trends.
How We Help Clients

Manufacturing industries Primary and secondary research

Process of manufacturing and its Insights of equipment and raw material purchase is a huge process for this industry. We need to collect and transforms data from the retailer to the customer purchases and turn it into actionable insights and data-based findings. Customer Insights helps to optimize pricing and create awareness about manufacturing promotions, and brand loyalty. Statswork has been working closely with selected manufacturing industries and build them better businesses.

Manufacturing and Maintenance analysis

Analytics have been proven as one of the main tool to strategies end to end model in manufacturing industries which helps business to stay in track and help small and large businesses to achieve their goals effectively. Statswork analysis helps businesses with manufacturing costs, supply chain management, product research and development, In vehicle maintenance using AI, predicting maintenance checks and analyzing manufacturing parts for better ROI

Data Annotation and Labeling

Make your data meaningful – the process of data labeling and classification. AI and Machine Learning We add meaning to your data. We collect data in all formats to produce strategies and analysis, data can be of the form – audio, video, image, and textual. We then can build machine learning and deep learning model on those data that we have collected. We also annotate and label the data so that analysts can understand and form meaningful insights for the clients.

Data Collection for AI & Machine learning Projects

Whether you need help Collecting manufacturers historical data or collect an existing database, or user-generated content from social media, such as data from Facebook, Twitter, LinkedIn, YouTube, Forums, or speech data collection, image and video data collection, multilingual data collection, handwriting data our StatsWork team provide support in collecting any type of data. We collect various types of data in the field to help our clients innovate the future by making their business model streamlined using machine learning and deep learning models.

Visualization, Meaningful Interpretation, and Reporting of your data

Presenting the results in a clear and logical format to the client is the most important task. It should be tailored to address the aims and objectives of the survey, and at the same time, consideration should be given to the level of statistical understanding (terminologies) of the clients and users. Statswork transform raw data into a visual story by offering readable and technically acceptable report that balance words, tables, maps, and graphs.

Deep Learning In Automation Industries

Deep learning refers to a set of important areas such as image classification, object detection, computer vision, image segmentation and audio recognition. These specific models or algorithms can be used in any part of the industries which can upscale the business to a new level. With our deep learning engineers and machine learning engineers we will deliver, high-quality of trained models and solutions that is crated to your request which enables your buisness to achieve the goal that has been set.
Feature Capabilities

Manufacturing And Production Insights

Acquire market intelligence via specialized primary research, perform qualitative & quantitative via production checks, manufacturing checks, community studies, trend analysis, validate primary intelligence with exhaustive secondary desk research data, analyse market intelligence data to develop a robust solution and strategize the framework.

Competitive Intelligence

Identification of new markets, technologies, distribution networks, potential partners, & marketing channels. Analyze market research (penetration and share) for products and pursue the most appropriate strategy.

Manufacturing Analysis

Reducing manufacturing costs, Analysis on supply chain management, Research and analysis on manufacturing parts, Evaluation for labor workings and analysis on manufacturing and development to marketing and selling revenues are done here at statswork.

Market & Industry Insights

Manufacturing and production market research are done to understand market size, growth, key trends, and competitive forces. Competitive assessment on R&D strategy, product pipeline, technology roadmap, and product life cycle management, prelaunch assessment to understand pricing & brand perception. Target customer-based Manufacturing forecasts for new & existing products are done to understand the customer interest.
Example of Our Work

Defect detection in vehicles while manufacturing

Defect detection has been huge part of manufacturing industries as it might lead into huge problems when the defected part is released to public. In statswork we have devised a model to detect defects such as – Paint run down. – Scratch detection. – Missing parts in vehicle detection. – Vehicle parts count and detection. – Wrong alignment of parts in vehicles detection. – Damage in vehicle body detection. – Vehicle parts classification. – Self-annotation and marking on vehicle parts are an option given for new object detections. – Crack detection in vehicle

Predictive maintenance – AI surveillance

In Manufacturing and production industry there is lot of work which deals with finding potential breakdowns or accidents. We here at statswork have developed and built models which watches potential accidents and breakdowns of the equipment and intimate to the authorities for fixing it. We also set sensory data to find out the defected materials while moving into the manufacturing stage, let the raw material be food product or automobile product we scan the material reject if it seems to be defective, which saves company from lot of trouble.
Sales planning and forecasting – We use machine learning and deep learning models to accurately predict the sales of vehicles and vehicle parts in more than 100 countries. We also make use of the context form of data to predict the growth forecast of the company. We also make use of AI models to sell the products to the customers, by selecting them based on their preferences and choices.

Impact Of Manufacturing Brand Perception: Brand Prediction Model Using Social Network Mining

  • Does brand perception influences consumer choice of purchase intention and recommendation?
  • Impact of the brand name on the consumer’s mind for selecting and the wiliness to pay for an individual product
  • We use social perceptual scores (e.g., brands eco-friendly and luxuries nature) to identify different perceptual attributes of your brand.
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