Arute Solutions – AI & ML Motoru
Arute Solutions offers Artificial Intelligence and Machine Learning based solutions for optimization, forecasting, segmentation and big data analysis needs of organizations using Data Science, Operations Research, Optimization, Machine Learning, Artificial Intelligence, Data Analytics, Business Intelligence technologies.
Arute Solutions Properties
Cash+™ Suite
The Cash+ product family analyzes the profile/behavior of each cash point using a variety of data such as historical data, historical demands, current trends, seasonality, holidays and current events to provide ongoing and cost-effective Cash Management recommendations for cash points.
Routing+™
The Cash+ product family analyzes the profile/behavior of each cash point using a variety of data such as historical data, historical demands, current trends, seasonality, holidays and current events to provide ongoing and cost-effective Cash Management recommendations for cash points.
CIT Routing+™
CITRouting+ is a special case of Routing+ Distribution for Cash Operations. It calculates the optimal number of resources required for the operation based on different constraints and generates an optimal set of routes for a fleet of CIT vehicles.
Cash+ Suite
Is your Cash Management sufficiently optimized?
Cash+ analyzes cash point profiles with variable data such as historical demands, current trends, seasonality, holidays and current events and successfully provides optimal replenishment schedules and order recommendations that ensure minimum cost for each cash point.
- Idle Cash Optimization
Automated Cash Planning
Total Cost Minimization
Combined Optimization – Per CMC/Route or Per Branch
Support for all ATM types and models (Recycling, with/without BNA ATMs, etc.)
Extensive Reporting Functions (All Information Related to Cash Management Transactions)
Simulation with different parameter sets
Performance evaluation and operation monitoring tools and reports
Routing+™
Are you sure that your daily routes are coming out with an optimal plan to ensure maximum savings?
Routing+™ is Arute’s Route optimization solution that uses highly advanced metaheuristic algorithms designed to minimize the total optimization cost. It is designed to solve the following planning challenges of daily operations by ground vehicles:
Hight Operation Costs
With rising oil prices, the less vehicles travel, the lower the costs. If the same operation can be done with fewer vehicles, the better for the total cost of operation.- Low Vehicle Utilization
If a business already has tools, it should use them as much as possible. Underutilization of tools indirectly adds cost to the total operation.
- Strict SLA Requirements and Penalties
For businesses that serve other customers, they must comply with specific SLA requirements; if they do not comply, they must pay penalties. Any planning must take into account the strict constraints of SLAs.
- Long Plan Creation Times
For daily operations, for multiple plans, for situations where additional plans need to be generated based on changing traffic conditions, all this planning needs to happen quickly and within minutes, otherwise the window of optimization opportunity can be lost.
- Simulation and performance evaluation tools
Users can run simulations with different sets of parameters. For example, a user might choose to block stock replenishments on weekends to see the impact on the replenishment schedule and quantities.
Arute’s Routing+ solves all these challenges and delivers cost-minimized and SLA-compliant routing in minutes.
CIT Routing+
CITRouting+ is a special case of Routing+ Distribution for Cash Operations. It calculates the optimal number of resources required for the operation based on different constraints and generates an optimal set of routes for a fleet of CIT vehicles.
Using both statistical and live traffic data, CIT Routing+™ supports online optimization process for dynamic optimization of routes during operation for unplanned events such as temporary FLM, SLM requests of non-cash renewals or re-optimization of remaining routes under traffic delays.
Geographic and time-based clustering
Master Planning for optimal number of resources
Live fleet tracking via Operational Dashboard
Vehicle, CMC, cash point, etc.
Dynamic Re-Optimization of Routes
Routing+ Mobile App to track field personnel
Simulations for different scenarios
Arute AI/ML Engine offers solutions for businesses under the following main headings:
- Optimization
- Forecasting
- Routing
- Location Analysis
- Data Science
- ATM, Safe Cash
- Optimization
- Predictive Maintenance
- Route Optimization
- Cash Optimization
- Artificial Intelligence /
- Machine learning
- Supply Chain Optimization
- Vehicle Routing /
- Forecasting
- Segmentation
- Demand Forecast
- Productive Artificial
- Intelligence
- Workforce Optimization
- Stock Optimization
- Big Data