Machine Learning Consulting Services
100+
Satisfied and Happy Clients we have Served all over the World.
What We Do
Evolve Your Business While Evolving Your Data Landscape as you Hire Machine Learning Consultants
The increasing volume of data & its complexity can be simplified with Machine Learning – a BI and visual data analytics suite, to help Businesses & people make informed decisions. Machine Learning with us for data management, insightful analysis, & effective visual presentation that are fast, convenient, & result-oriented to establish a Data Culture & spur change. With our Tableau developers, turn your data insights into value-based actions.
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Machine Learning Use Cases We Cover
Supply chain management
- Demand forecasting
- Inventory planning, management, and optimization, preventive alerting for inventory control
- Identifying quality issues in line production
- Supplier relationship management based on smart supplier selection
- Identifying fraudulent transactions and preventing credential abuse
Production efficiency
- Automated recognition of manufacturing defects
- Power consumption forecasting and optimization
- Process quality prediction based on process parameters
- Production loss root cause analysis
- Production output predictive modeling with varying inputs
Predictive maintenance
- Predicting remaining useful lifetime
- Flagging anomalous behavior
- Predicting failure probability over time/in a certain number of steps
- Root cause failure analysis
- Providing recommended actions to take to avoid the potential failure
Transportation and logistics
- Predicting vehicle demand
- Predicting optimal amounts of fuel needed based on the analysis of driving patterns
- Vehicle failure prediction and recommendation of maintenance actions
Operational intelligence
- Operations anomaly and bottleneck recognition
- Deviation root-cause analysis
- Operational decision-making
- Forecasting of operational performance metrics
Customer analytics
- Customer sentiment analysis
- Customer behavior prediction
- Sales forecasting
- Context-aware marketing
- AI-based product/service recommendation engines
- Digital assistants
Scope of Our Machine Learning Services
Depending on your needs and current ML environment (if any), our machine learning consulting services may include:
Business analysis
- Defining business needs a firm wants to address with machine learning.
- Analyzing the existing machine learning environment (if any).
- Determining regulatory compliance requirements for an ML solution.
- Designing a machine learning implementation strategy and roadmap.
- Deciding on machine learning solution deliverables.
Technical design
- Designing an optimal feature set for an ML solution.
- Architecting an ML system according to scalability, security, and compliance requirements.
- Selecting optimal machine learning technologies (ML programming languages, ML development frameworks, data processing techs, etc.).
- Designing role-specific UX and UI to interact with an ML solution.
Data preparation
- Exploratory analysis of the existing data sources.
- Data collection, cleansing, and structuring.
- Defining the criteria for the machine learning model evaluation.
Development and implementation of machine learning models
- ML model exploration and refinement.
- ML model testing and evaluation.
- Fine-tuning the parameters of ML models until the generated results are acceptable.
- Deploying the ML models.
Reporting
- Delivering machine learning output in an agreed format.
- Integrating machine learning models into an application for users’ self-service, if required.
Support and maintenance of machine learning models
- Continuous monitoring and tuning of ML models for greater accuracy.
- Adding new data to the ML models for deeper insight.
- Building new ML models to address new business and data analytics questions.
Our Approach to Rendering Machine Learning Consulting
We follow project management practices that we’ve polished for 35 years to drive projects to their goals regardless of time and budget constraints.
KPIs-based service delivery
We can form the following KPI set:
- Output quality KPIs:
- Insights by value (high / average / low).
- Forecast accuracy.
- Missing alerts.
- KPIs related to business results (decrease in customer churn, operational costs reduction, etc.).
- User satisfaction score.
Guaranteed data security
To secure your data utilized for machine learning projects, we:
- Process data on highly secure cloud facilities (Azure, AWS, Google Cloud).
- Conduct 24/7 in-house data security monitoring.
- Use secure data transfer methods (FTP and VPN) controlled via regular health checks.
Related Services We Offer
Machine learning as a Service
Getting advanced data analytics insights derived with machine learning technologies or enhancing the existing machine learning initiatives without investing in in-house competencies.
Data science services
Advising on, developing and supporting data science solutions to help companies run experiments on their data in search of business insights.
Data mining services
Retrieving valuable insights out of large, heterogeneous and constantly changing data sets without investing in an in-house data mining talents.
Why Turn To Machine Learning Consulting Right Now
Implementing machine learning solutions brings considerable benefits, including:
- Increased employee productivity due to automating repetitive and routine tasks with computer vision and natural language processing.
- Enhanced customer service experience due to AI-powered chatbots and virtual assistants facilitating real-time communication.
- Reduced equipment maintenance costs due to predictive monitoring and preventive maintenance.
- Increased production efficiency due to demand and throughput forecasting, production process optimization and predictive modeling of product quality.
