USE CASES

  • All
  • FINANCE & INSURANCE
  • MANUFACTURING
  • PHARMA & BIOTECH
  • PUBLIC
  • RETAIL & MARKETING
  • TRANSPORT & LOGISTICS
  • UTILITIES
 
SLOTTING OF GOODS
SLOTTING OF GOODS
CREDIT SCORING
CREDIT SCORING
INCREASE OUTPUT – PERFECT BATCH
INCREASE OUTPUT – PERFECT BATCH
PREDICT TIME ON A SERVICE REQUEST
PREDICT TIME ON A SERVICE REQUEST
PREDICTIVE MAINTENANCE
PREDICTIVE MAINTENANCE
CHURN PREDICTION
CHURN PREDICTION
EMAIL ROUTING
EMAIL ROUTING
RECOMMENDER SYSTEM
RECOMMENDER SYSTEM
PREDICTION OF SERVICE CASES
PREDICTION OF SERVICE CASES
PREDICTIVE MAINTENANCE
PREDICTIVE MAINTENANCE
DEMAND FORECASTING
DEMAND FORECASTING
PHRASE DETECTION
PHRASE DETECTION
CONTENT COMPARISON
CONTENT COMPARISON
SETTLEMENT PREDICTION
SETTLEMENT PREDICTION
LEAD QUALIFICATION
LEAD QUALIFICATION
CLIENT REACTION BASED ON SCENARIOS
CLIENT REACTION BASED ON SCENARIOS
INVENTORY PREDICTION
INVENTORY PREDICTION
INVENTORY PREDICTION
INVENTORY PREDICTION
PRODUCTION PLANNING
PRODUCTION PLANNING
WAREHOUSE ASSIGNMENT
WAREHOUSE ASSIGNMENT
CLIENT REACTION BASED ON SCENARIOS
CLIENT REACTION BASED ON SCENARIOS
EMAIL ROUTING
EMAIL ROUTING
CATEGORIZE COMPANIES OR INDIVIDUALS
CATEGORIZE COMPANIES OR INDIVIDUALS
PRODUCTION PLANNING
PRODUCTION PLANNING
INVENTORY PREDICTION
INVENTORY PREDICTION
CHURN PREDICTION
CHURN PREDICTION
LEAD QUALIFICATION
LEAD QUALIFICATION
CHURN
CHURN
PREDICTION OF SERVICE CASES
PREDICTION OF SERVICE CASES
CLIENT REACTION BASED ON SCENARIOS
CLIENT REACTION BASED ON SCENARIOS
DOCUMENT SEARCH
DOCUMENT SEARCH
PREDICTION OF SERVICE CASES
PREDICTION OF SERVICE CASES
CASE COMPLEXITY
CASE COMPLEXITY
INCREASE OUTPUT – PERFECT BATCH
INCREASE OUTPUT – PERFECT BATCH
SORTING AND SCRAP REDUCTION
SORTING AND SCRAP REDUCTION
TIME TO DELIVERY PREDICTION
TIME TO DELIVERY PREDICTION
MARKET DATA CLEANING
MARKET DATA CLEANING
DOCUMENT SEARCH
DOCUMENT SEARCH
CUSTOMER TARGETING
CUSTOMER TARGETING
PREDICTION OF ENERGY EFFICIENCY
PREDICTION OF ENERGY EFFICIENCY
SORTING AND SCRAP REDUCTION
SORTING AND SCRAP REDUCTION
CHATBOTS
CHATBOTS
CHATBOT
CHATBOT
DEMAND FORECASTING
DEMAND FORECASTING
EMAIL ROUTING
EMAIL ROUTING
FRAUD PREDICTION
FRAUD PREDICTION
IN-PROCESS CONTROLS
IN-PROCESS CONTROLS
IN-PROCESS CONTROLS
IN-PROCESS CONTROLS
INVENTORY PREDICTION
INVENTORY PREDICTION
MESSAGE CATEGORIZATION
MESSAGE CATEGORIZATION
PAYMENT MATCHING
PAYMENT MATCHING
ENVIRONMENT MONITORING
ENVIRONMENT MONITORING
PREDICTIVE MAINTENANCE
PREDICTIVE MAINTENANCE
CHURN PREDICTION
CHURN PREDICTION
PAYBACK OF ACCOUNT PAYABLE
PAYBACK OF ACCOUNT PAYABLE
PRICE PREDICTION
PRICE PREDICTION
 
  • All
  • FINANCE & INSURANCE
  • MANUFACTURING
  • PHARMA & BIOTECH
  • PUBLIC
  • RETAIL & MARKETING
  • TRANSPORT & LOGISTICS
  • UTILITIES
 
INCREASE OUTPUT – PERFECT BATCH
INCREASE OUTPUT – PERFECT BATCH
Modelling patterns between input and output of the batches and analyzing performance parameters can increase output substantially
INVENTORY PREDICTION
INVENTORY PREDICTION
The sale of goods gets predicted and based on that algorithm gives recommendations for store inventory management, allowing inventory or trash reduction
INVENTORY PREDICTION
INVENTORY PREDICTION
The sale of goods gets predicted and with this the algorithm gives recommendation for store inventory management
CATEGORIZE COMPANIES OR INDIVIDUALS
CATEGORIZE COMPANIES OR INDIVIDUALS
A non-supervised learning algorithm clusters individuals or companies based on descriptive variables
CHURN PREDICTION
CHURN PREDICTION
An algorithm defining which customers are going to leave and for what reasons, thus empowering marketing team to take proactive measures
PRICE PREDICTION
PRICE PREDICTION
Determining the best price for a product by performing market analysis and product comparison will keep the company competitive and attractive for the customers
LEAD QUALIFICATION
LEAD QUALIFICATION
Focus on acquiring the right customers is paramount to ensure low acquisition cost and high customer lifetime. An algorithm can help sort out which leads are worth spending time and efforts on
CHATBOTS
CHATBOTS
Improving instant communication with clients and having a more dynamic Q&A page that customers like to use
CREDIT SCORING
CREDIT SCORING
Using machine learning algorithms to take actual historical data to determine creditworthiness and repayment ability
PREDICTION OF SERVICE CASES
PREDICTION OF SERVICE CASES
A supervised algorithm predicts service cases, increasing accuracy in planning of service and maintenance
EMAIL ROUTING
EMAIL ROUTING
Emails get classified by using a supervised learning algorithm, up to 40% reduction in manual work at support desk
LEAD QUALIFICATION
LEAD QUALIFICATION
A supervised learning algorithm predicts whether a customer is most likely to become a lead. ~80 % accurate prediction of chance to convert a lead
FRAUD PREDICTION
FRAUD PREDICTION
Predict and find fraud patterns that cannot be seen using traditional rule-based methods
INVENTORY PREDICTION
INVENTORY PREDICTION
Inventory depletion due to customer demand should be balanced by the purchase of new inventory. AI technology can help adjust the timing of purchases right to maintain inventory availability while minimizing ordering and shipping costs
RECOMMENDER SYSTEM
RECOMMENDER SYSTEM
Recommendation engines are a very powerful tool to provide a personalized shopping experience for the customers by tailoring products based on their browsing history
SORTING AND SCRAP REDUCTION
SORTING AND SCRAP REDUCTION
Scrap of good products must be minimized and scrap of poor products must be hundred percent. This often results in over scrapping of products
EMAIL ROUTING
EMAIL ROUTING
Emails get classified by using a supervised learning algorithm, reducing manual work
INVENTORY PREDICTION
INVENTORY PREDICTION
The sale of goods gets predicted and based on that algorithm gives recommendations for store inventory management, this allows reducing of inventory of trash
WAREHOUSE ASSIGNMENT
WAREHOUSE ASSIGNMENT
An algorithm processing shipment requests and assigning them to a warehouse based on its location and how the inventory fits the clients' needs
PHRASE DETECTION
PHRASE DETECTION
An algorithm scanning contracts and detecting phrases that are not allowed to use
SLOTTING OF GOODS
SLOTTING OF GOODS
An unsupervised learning algorithm used to show relationships between goods and which goods are typically ordered together - reducing the picking time
CASE COMPLEXITY
CASE COMPLEXITY
Prediction of difficult cases that might take longer to process
DOCUMENT SEARCH
DOCUMENT SEARCH
Searching and classifying quality documents can save time and help identify areas for improvement
INCREASE OUTPUT – PERFECT BATCH
INCREASE OUTPUT – PERFECT BATCH
Modelling patterns between input and output of the batches as well as performance parameters analysis can increase output substantially
MARKET DATA CLEANING
MARKET DATA CLEANING
Detecting anomalies (e.g. missing values) and then assigning abnormal values an averaged/fitting value
CLIENT REACTION BASED ON SCENARIOS
CLIENT REACTION BASED ON SCENARIOS
A model predicting which client might react in a specific scenario
CHATBOT
CHATBOT
A more dynamic Q&A page improving instant communication and interaction with clients
PAYMENT MATCHING
PAYMENT MATCHING
Automating matching of incoming and outgoing payments - and presenting the processor with intelligent choices for “best fit” matches
PREDICTION OF SERVICE CASES
PREDICTION OF SERVICE CASES
A supervised algorithm predicts service cases, increasing accuracy in planning of service and maintenance
DOCUMENT SEARCH
DOCUMENT SEARCH
Searching and classifying quality documents can save time and help identify areas for improvement
IN-PROCESS CONTROLS
IN-PROCESS CONTROLS
Many product errors or machine malfunctions are caught late in the manufacturing process, due to manual in-process controls
PRODUCTION PLANNING
PRODUCTION PLANNING
A model can identify hidden patterns in historical sales data, such as those in seasonal demand and subsidiary behavior or new product launches
PREDICTIVE MAINTENANCE
PREDICTIVE MAINTENANCE
Malfunctions or poor maintenance can result in expensive downtime. An algorithm predicts the risk of equipment failure and need for maintenance
DEMAND FORECASTING
DEMAND FORECASTING
Prediction demands with a supervised learning algorithm, predict the demand for energy and manage its production
CLIENT REACTION BASED ON SCENARIOS
CLIENT REACTION BASED ON SCENARIOS
A model predicting which client might react in a specific scenario
CONTENT COMPARISON
CONTENT COMPARISON
An algorithm compares the content of documents and highlights similarities and differences
CHURN PREDICTION
CHURN PREDICTION
A supervised learning algorithm predicting whether a customer is most likely to leave a service or company as a customer, together with insights into reasons for churn
PREDICTION OF SERVICE CASES
PREDICTION OF SERVICE CASES
A supervised algorithm predicting service cases, and thus increasing accuracy in the planning of service and maintenance
SETTLEMENT PREDICTION
SETTLEMENT PREDICTION
Predicting whether a settlement will be effectuated before a given deadline or not, based on actual and historical settlements
PAYBACK OF ACCOUNT PAYABLE
PAYBACK OF ACCOUNT PAYABLE
For this case a supervised learning approach is used to predict from new customers whether they will be able to pay their accounts payable on time
CHURN
CHURN
Creation of a model that analyzes past client lifecycles and the likelihood of churn. Applying state of the art Shapley additive explanation value analysis to explain what actions are to be taken to reduce the churn probability
PREDICTIVE MAINTENANCE
PREDICTIVE MAINTENANCE
Malfunctions or poor maintenance can result in expensive downtime. An algorithm predicts the risk of equipment failure and need for maintenance
SORTING AND SCRAP REDUCTION
SORTING AND SCRAP REDUCTION
Scrap of good products should be minimized and scrap of poor products should be close to hundred percent. It often results in over scrapping of products
CUSTOMER TARGETING
CUSTOMER TARGETING
Running marketing campaigns for carefully selected customers based on the key attributes can be automated, boosting ROI while minimizing marketing spends
PREDICTION OF ENERGY EFFICIENCY
PREDICTION OF ENERGY EFFICIENCY
An algorithm labels homes with energy efficiency class. Decreases the manual work that needs to be done when assigning energy efficiency classes to homes. Can also be applied as a prescan option
CLIENT REACTION BASED ON SCENARIOS
CLIENT REACTION BASED ON SCENARIOS
A supervised model that predicts which client might react in a different market scenario. Later this model can be used to predict which clients react in a simulated market scenario
CHURN PREDICTION
CHURN PREDICTION
Creation of a model that analyzes past client lifecycles and likelihood of churn. By using state of the art shapely additive explanation value analysis, explaining what actions to take to reduce the churn probability
EMAIL ROUTING
EMAIL ROUTING
Emails get classified by using a supervised learning algorithm, reducing manual work
MESSAGE CATEGORIZATION
MESSAGE CATEGORIZATION
Classification of messages, emails or documents for human or automated processing
IN-PROCESS CONTROLS
IN-PROCESS CONTROLS
Many product errors or machine malfunctions are spotted late in the manufacturing process due to manual in-process controls
DEMAND FORECASTING
DEMAND FORECASTING
Anticipating future demand is important as inventory needs to be bought several weeks or months in advance. Accurate forecasts can prevent from losing revenue due to empty stocks
PREDICTIVE MAINTENANCE
PREDICTIVE MAINTENANCE
Malfunctions or poor maintenance can result in expensive downtime. An algorithm predicts the risk of equipment failure in production
TIME TO DELIVERY PREDICTION
TIME TO DELIVERY PREDICTION
A supervised learning algorithm predicts whether goods might be delivered on time or not
PRODUCTION PLANNING
PRODUCTION PLANNING
A model can identify hidden patterns in historical sales data - such as those in seasonal demand and subsidiary behavior or new product launches
ENVIRONMENT MONITORING
ENVIRONMENT MONITORING
Incubation time for environmental samples counts in days and weeks with the risk of production being non-compliant
PREDICT TIME ON A SERVICE REQUEST
PREDICT TIME ON A SERVICE REQUEST
A supervised learning algorithm predicting how long a request might take to be solved: reducing questions on how long it will take
 

2021.AI CROSS INDUSTRY EXPERTISE

We have a strong track record of delivering tangible business results through AI, regardless of industry

BOOK A DEMO