Artificial Intelligence Consulting Services
Artificial intelligence (AI) consulting helps companies automate and optimize business processes and make accurate forecasts with AI-powered software. ScienceSoft guides clients through AI implementation and delivers end-to-end AI solutions for non-IT enterprises and software product companies.
What Makes Loginet a Reliable AI Business Consultant
- Data science and data analytics expertise since 1989.
- Business intelligence and data warehousing services since 2005.
- Big data services since 2013.
- Image analysis consulting and development services since 2013.
- Domain experience in 30+ industries, including manufacturing, energy, retail and wholesale, professional services, healthcare, financial services, telecommunications.
- Loginet USA Corporation is listed among The Americas’ Fastest-Growing Companies 2022 by Financial Times.
AI Consulting Service Scope by Loginet
The scope of Loginet’s AI consulting services varies depending on our customers’ business needs, maturity of the data management practices, and the current AI environment (if any). Our AI services may include:
1. Business analysis
- Definition and analysis of business needs to be pursued with an AI solution.
- Analysis of the existing AI environment (if any).
- Analysis of the existing data management practices established within the company, the currently used technologies and tools.
2. AI solution conceptualization and development project planning
- Outlining AI strategy and roadmap.
- Designing the architecture of the AI solution and creating the optimal tech stack for the AI project.
- Deciding on AI solution deliverables and KPIs.
- AI solution implementation planning, including costs and timeline estimates, risk management strategy outline, etc.
- AI solution PoC delivery (in case of complex projects).
3. Data preparation management
- Data preparation management
- Data gathering and cleansing (standardizing, replacing missing and deviating variables, anonymizing sensitive data) for training (re-training) ML models.
3. Data preparation management
- Exploratory analysis of the existing data sources (data type, volume, etc.).
- Data gathering and cleansing (standardizing, replacing missing and deviating variables, anonymizing sensitive data) for training (re-training) ML models.
4. AI solution development (ML modeling)
- ML models exploration and refinement.
- ML testing and evaluation.
- Fine-tuning the parameters of ML models until the generated results are acceptable.
- Deploying the ML models.
5. ML output integration
- Development of application modules that use ML output.
- AI solution integration with the modules to feed the ML models and use ML output.
6. AI solution quality assurance
- End-to-end AI system testing.
- Evaluating the quality of AI solution output according to pre-defined KPIs.
7. AI solution support and optimization
- Continuous AI solution monitoring and optimization.
- Adding new data sources to feed the AI solution for greater accuracy and insight.
- Building new ML models to meet the newly arisen business needs.
AI Solutions Loginet Builds
According to PwC, top 3 AI solutions that bring substantial value are increasing productivity through automation, improving decision-making, and improving customer experience. The solutions that ScienceSoft delivers are in line with the general picture:
Demand forecasting and inventory optimization
- Calculating the risks of out-of-stock and overstock.
- Sales and demand forecasting.
Value you get: supply-demand balance, minimized supply chain risks.
Predictive and prescriptive maintenance
- Flagging anomalous behavior of machinery and equipment.
- Predicting failure probability over time/in a certain number of steps.
- Predicting remaining useful lifetime.
Value you get: improved OEE and productivity, decreased maintenance and repair costs, increased asset lifetime and uptime.
Personalization engines
- Customer segmentation.
- Cross-selling and upselling recommendations.
- Automated generation of individualized content – product recommendations, special offers and pricing, etc.
Value you get: automated marketing efforts, increased conversion rates and average order value, decreased cart and browse abandonment, etc.
Predictive and prescriptive maintenance
- Virtual customer agents.
- AI-powered recommendations for next-best actions for human agents.
- Speech-to-text conversion.
Value you get: enhanced rates of customer requests resolution, reduced customer service labor costs, increased customer satisfaction and loyalty.
IoT applications
- Internet of Medical Things.
- Industrial robot simulation software.
- Connected consumer products.
- Smart cities, etc.
Value you get: enhanced operational efficiency, automated remote control, object tracking capabilities, etc.
Computer vision
- Face and emotion recognition.
- Product quality control (checking for surface defects, discoloration, absence of components, etc.).
- Computer-aided diagnostic assessment.
- 3D reconstruction, etc.
Value you get: cost and time savings due to the automated processing of large amounts of visual data.
Speech recognition
- Voice-controlled navigation and search systems in vehicles.
- Virtual assistants.
- Voice search.
- Voice-based authentication in security systems.
Value you get: enhanced customer experience, reduced customer service labor costs, etc.
Loginet Approach to Artificial Intelligence Consulting
Data protection
- Transparency – personal data collection and processing are only performed with users’ consent.
- Strong security – to create a protected environment for data processing and storage, ScienceSoft incorporates security practices into the development processes (DevSecOps).
- Compliance – delivered AI-powered solutions are fully compliant with industry and legal requirements (HIPAA, GLBA, GDPR, etc.).
Data quality
To enable high data quality, we engage certified data engineers and data scientists who employ a wide set of tools to automate data validation, cleansing, reduplication processes.
Guaranteed value of the AI solution
- Start an AI project with a proof of concept to display how the solution will work, estimate its potential value, voice concerns, etc.
- Balance the system’s transparency with the accuracy of the output by using a combination of white box AI models that have understandable relationships between variables and output predictions and black box AI models based on deep learning algorithms that are not explainable by themselves.
- Check the quality and viability of the developed solution against the agreed quality KPIs.
AI Technologies We Use
AI Services Loginet Offers
AI advisory services
- AI needs analysis.
- Analysis of the existing tech infrastructure (data source analysis, analysis of the established data management practices, etc.).
- AI solution conceptualization and AI technology stack selection.
- Delivering a PoC (for complex projects).
- Creating an AI implementation plan, including cost and timeline estimation.
- Outlining possible implementation and adoption risks and drawing up a risk management strategy.
AI implementation and support
- AI needs analysis.
- AI solution conceptualization and tech stack selection.
- Data management (data cleaning, standardizing, replacing missing or deviating variables, removing duplicates, and anonymizing sensitive data).
- AI solution development, including ML model training and re-training, tuning and deployment.
- Integrating the AI solution into the existing IT infrastructure.
- Running end-to-end solution testing (covering functional, UI, API, performance testing).
- AI solution support and evolution.
Pricing Models We Offer
T&M with a cap
- Advisory activities (AI needs analysis, existing IT ecosystem analysis, AI solution architecture design, project planning, etc.).
- Agile solution implementation.
- Team augmentation.
- AI solution support.
Fixed price
- Feasibility study and PoC
- Iterative AI solution implementation.
Monthly subscription fee
- AI solution support.
Related Services We Offer
Data science services
Advising on, developing and supporting data science solutions to help firms run experiments on their data in search of business insights.
Managed machine learning services
Delivery of advanced data analytics insights derived with ML technologies to a customer or optimization of the customer’s existing ML initiatives without their investing in in-house competencies.
Image analysis services
Designing and developing custom image analysis software.
Big data services
Big data consulting, implementation, support, and big data as a service to help companies store and process big data in real-time and retrieve advanced analytics insights out of huge datasets.
Achieve Your Growth Objectives Faster with AI
Loginet offers a wide pool of AI consultants, data scientists, data engineers, and business analysts to fulfill your AI project and scale AI across your business.
