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# Data Science Services
**URL:** https://www.sigmoid.com/data-science-services/
Date: 2022-11-05
Author: Sigmoid
Post Type: page
Summary: Data Science Services Delivering custom AI/ML solutions for faster and smarter insights Home / What we do / Data Science Become a...Read More...
Featured Image: https://www.sigmoid.com/wp-content/uploads/2023/09/data-science-services-opt.jpg
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# Data Science Services
Delivering custom AI/ML solutions for faster and smarter insights
[Home](https://www.sigmoid.com/) / What we do / Data Science
## Become a data driven enterprise and make better business decisions to gain competitive advantage
Businesses struggle to leverage two-third of the data available to them. Sigmoid’s data science services help companies create [robust data strategies](/data-strategy/), and deploy advanced ML, [Generative AI](/generative-ai/), and [Agentic AI](/agentic-ai-solutions/) techniques to unlock hidden insights and explore new opportunities with data. We equip enterprises with measurable and objective success definitions for complex business goals and leverage data-driven decision frameworks and accelerators to deliver high impact on analytics initiatives.
## Build intelligent systems that act autonomously
Discover how Agentic AI enables decision-making, process automation, and business
impact beyond traditional AI.
[Explore AI Agent solutions](/agentic-ai-solutions/)
Faster and actionable insights for business
[Data Science](#DS)
[BI and Data Visualization](#BI)
[Artificial Intelligence](#AI)
### Data Science Services and Solutions
Embed advanced analytics into business strategy and reduce time to results across business functions. Sigmoid's data science consulting services and advanced analytics solutions offer tangible results to business challenges by identifying the right problems and implementing the right tools and technologies in machine learning, artificial intelligence and deep learning. We have a team of highly competent data scientists and data professionals working to solve your problems.
### Supply Chain Analytics
Get a scalable and
holistic solution for supply chain teams to optimize inventory and mitigate
business disruptions while improving forecast accuracy.
- [Demand forecasting](/case-studies/demand-forecasting-solution-leads-to-improved-market-planning/)
- Inventory optimization
- Stock analytics
- Logistics route optimization
- [Supply chain management](/supply-chain-analytics/)
[Explore supply chain analytics](/supply-chain-analytics/)
### Marketing Analytics
Develop highly targeted
marketing strategies that are scalable across brands and geographies.
- Hyper-personalization
- [Multi-touch attribution](/accelerators/multi-touch-attribution/)
- Social media analytics
- [Ecommerce campaign optimization](/case-studies/ml-based-targeting-and-campaign-optimization/)
- Predictive Analytics
[Explore marketing analytics](/marketing-analytics)
### Customer Analytics
Understand customer
needs and improve the customer experience (CX) journey with our end-to-end
[customer analytics solutions.](/customer-analytics/)
- Customer lifetime value
- 360 Customer journey
- Sentiment analysis
- Customer churn prevention
- Customer experience personalization
[Explore customer analytics](/customer-analytics/)
### Expertise across the data science development services, techniques and technology stack
### Techniques:
- Classification and clustering
- Graph modeling
- Geo-spatial analytics
- Knowledge representation
- Time series modeling
- Image processing
- Sensor analytics
- Sequence mining
- Natural Language Processing
### Tech Stack:
### BI and Data Visualization
Turn data into visual insights with automated and interactive enterprise grade BI platforms. Our real-time dashboards with high refresh rates are powered by [robust data pipelines](/etl-and-data-pipeline/) which ensure high quality insights and can quickly scale with changing data requirements. Our 6-step framework for data science services enables effective insights exploration across descriptive, preventive, predictive, and prescriptive analysis.
Accelerator
Campaign
performance dashboards
Check out our multi-touch
attribution platform with interactive dashboards for CPG marketers.
Watch
video
### Artificial Intelligence
Advanced and cutting edge techniques for creating
insights from data to explore new opportunities and stay ahead of competition.
### NLP
Intelligent text extraction systems go beyond hashtags and mentions to detect early warning signs and alerts. Models like GPT
3 have paved the way for advances in sentiment extraction, language translation, text classification, and question-answer systems to revolutionize how companies engage with customers.
### Computer Vision
Deep insights from raw and 3D images uncover digitization opportunities such as image and video analytics, [facial recognition](/blogs/exploring-the-next-generation-of-facial-recognition-technology/), crowd dynamics, and document analysis with custom, pre-trained SOTA models. These have transformed the way companies create experiences across real, VR, and AR environments.
### Quantum Computing
With the ability to convert scrupulous volumes of data into meaningful insights faster and more accurately, quantum computers solve the most complicated problems. Some of our innovative work include Quantum
SVM for the classification of breast cancer, Quantum GAN for option pricing, and others.
Whitepaper
### [Maximizing on-shelf availability (OSA) for CPGs with machine learning](/maximizing-on-shelf-availability-for-cpgs/)
Find out how CPGs can leverage [data and analytics](/data-analytics/) to identify inventory compliance gaps in the retailer network, and improve sell-out.
[Download whitepaper](/maximizing-on-shelf-availability-for-cpgs/)
## Why Choose Sigmoid?
### Transform data into real-time insights with proven AI services
with automated reporting for faster, data-backed decision-making across key business functions.
### Boost customer experience & AI-driven decision-making
with proprietary GenAI tools and seamless MLOps/LLMOps integration for tailored enterprise solutions.
### Ensure continuous model optimization
using predictive analytics and sentiment analysis, while continuously monitoring AI/ML models for long-term value.
## Customer success stories
ML-based assortment intelligence drives higher market share for a top F&B brand
- 3% improvement in contribution margin
- 0.8% market share growth
60-65% improvement in mapping across Nielsen Scantrack and profitability data
Read
case study
eCommerce marketing spend optimization improves sales for a CPG brand
- 10% savings on marketing spend
- 25% improvement in ROAS
- Streamlining marketing operations through regular reports and recommendations
Read
case study
AI system to deliver 2.5% improvement in OEE of machines, providing real-time alerting for a consumer goods manufacturer
- 2.5% improvement in overall equipment effectiveness (OEE)
- Automated alerts provided recommended actions and insights
- 40+ manufacturing plants benefited from our AI solution
Read
case study
Accurate demand forecasting resulting in better inventory management for a cosmetics brand
- 2.7x prediction accuracy
- $30 MN+ savings in inventory handling costs
Improved customer experiences by reducing stockouts
Read
case study
## Explore our other data and analytics offerings
### Data strategy
Build a robust analytics roadmap and modernize your data fabric for driving business transformation.
[Explore data strategy](/data-strategy/)
### Data engineering
Drive higher business outcomes by operationalizing AI platforms and improving the efficiency of data pipelines on cloud.
[Explore data engineering](/data-engineering/)
### Accelerators
Leverage our pre-built analytics assets and proprietary frameworks to accelerate data-to-value for your business.
[Explore accelerators](/accelerators)
## Insights and perspectives
Blog
#### [Increased profitability and customer lifetime value through personalization](/blogs/increased-cltv-through-personalization/)
[Read blog](/blogs/increased-cltv-through-personalization/)
Podcast
#### [Real-time marketing measurement to drive ROI](/events/podcast/multi-touch-attribution-for-cpg/)
[Listen podcast](/events/podcast/multi-touch-attribution-for-cpg/)
Point Of View
#### [Demand forecasting and supply chain analytics for consumer goods](https://sigmoid-image.s3.amazonaws.com/wp-content/uploads/2021/11/18112329/Sigmoid-POV-Demand-forecasting-for-CPG.pdf)
[Download POV](https://sigmoid-image.s3.amazonaws.com/wp-content/uploads/2021/11/18112329/Sigmoid-POV-Demand-forecasting-for-CPG.pdf)
Enable faster time to insights with us!
Level up your AI and ML initiatives to deliver a winning business strategy.
[Let’s connect](/contact-us/)
## FAQs
Expand all
#### How is data science related to AI?
Data science is the application of statistical and computational techniques to the extraction of insights from data. AI is a subfield of computer science that entails the creation of algorithms capable of performing tasks that ordinarily demand human intelligence. Data science is related to AI because it provides the data and insights used by AI algorithms for learning and decision-making.
#### What services do data scientists provide?
Data scientists help businesses in making decisions based on data. Large datasets are mined for insights using statistical analysis, machine learning algorithms, and data visualization tools. These insights may be utilized to enhance business operations, optimize marketing campaigns, and create new products. Data scientists also assist businesses functions in identifying new data sources and developing data collection and management strategies. They collaborate closely with data engineers and analysts to ensure that data is accurate, trustworthy, and accessible.
#### What use cases can data science solve?
While traditional statistics and data analysis methods have been used to explain and predict, data science takes this further to process the data to drive deeper actionable insights. It has been used across various industries to solve business problems such as planning out a customer acquisition and retention strategy, defining the supply chain analytics, predictive analytics, enabling marketers to measure and optimize marketing tactics, and more.
#### Why Sigmoid's Data Science Services?
Sigmoid is a leading data solutions company with core specialization in [data engineering](/data-engineering/), data science, and AI solutions. Sigmoid has developed expertise in handling end-to-end machine learning projects, deploying ML models into production, implementing AI use cases and more. Sigmoid sets itself apart from its competitors by delivering tangible business outcomes for problems leveraging data while traditional software services firms and internal data science teams struggle, such as putting ML models into production. The Data Science team at Sigmoid is built on five pillars — talent, cutting-edge technology training, problem-solving capabilities, innovation, and impeccable execution. The company has built analytics solutions for use cases across industries like [CPG](/cpg-analytics/), pharma, insurance, AdTech, and manufacturing.
Increase productivity by over 30% with DataOps!
Enjoy a smoother transition to the cloud and enable better digital transformation strategies with our proven DataOps services.
[Talk to our experts](/contact-us/)
Turn data into actionable insights with
predictive analytics and AI solutions
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