ANALYTICS
We provide Advanced Analytics through Machine Learning capable services that help you transform your data into decision making tools.
One-Stop Partner
Quality Assured
Cost Effective
We provide Advanced Analytics through Machine Learning capable services that help you transform your data into decision making tools.
Over 10 years of experiences and continuous learning gives us the maturity to seamlessly integrate with our client’s processes. Dedicated teams working across time zones ensure that we complete your projects consistently in time and within budgets.
Aicone automated systems and processes ensure Quality and Cost Effective turnarounds. Average cost savings of over 35-40%.
WHAT WE DO FOR OUR CLIENTS?
Predictive Real-Time Analytics
- Predictive Maintenance
- Recommender Systems
- Video, Image and voice recognition
- Demand & Supply forecasting
- Alerting and Monitoring
‘What If?’ Simulations
Companies, individuals, or economist, plug into different scenarios and values to determine a range of possible outcomes.
This type of analysis is often done when data is limited and a company wants to make the most informed decision.
Cost Effective
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We have been providing Advanced Analytics Services to major established clients in North America, Europe and APAC region.
DATA ANALYTICS
We walk with you in building high analytic engine via Insights Acquisition, Analysis, Distribution that will leads toward a maximum impact of business decision. We emphasise on your maximum ROI and lowest TCO.
DATA ANALYTICS PROCESS
DATA SCIENCE PHASES
Data scientists combine statistics, mathematics, programming with mining techniques like data cleansing, integration & preparation.
It also involves advanced analytics which helps us dig deeper and analyse data at a granular level. This enables us to “stop guessing and start knowing”.
What happened and why?
What is happening now?
What will happen?
DATA MINING & VISUALISATION FLOW
We use robust data mining tools & techniques to extract relevant information from huge sets of data. This information is then represented through dashboards & reports using various visualisation methods.
SENSOR SELECTION & CALIBRATION
FIRST STEPS IN ANALYTICS
- Aicone needs to know what kind of Sensors-Data the Plant will use to identify the Target KPI’s.
- Example Temperature Sensors :
- Thermocouple
- RTD
- Thermistor
- Infrared
- Solid state
- Bimetallic
- Laser
- Any sample manufacturing variation means that two sensors produced from the same manufacturer may yield slightly different readings.
- Sensors that are subjected to heat, humidity, cold, shock, etc., while being stored or shipped and/or during assembling may show a change in response.
- Differences in sensor design may mean that two different sensors may respond differently in similar conditions. This holds true of ‘indirect’ sensors which calculate a measurement based on one or more actual measurements of some different, but related parameter.
- There are some sensor technologies that don’t age well and get obsolete. This means that the response of sensors will naturally change over time, thus requiring periodic re-calibration.
MACHINE LEARNING
Machine Learning is a collection of algorithms that can learn from its environment feedback and make predictions based on existing or historic data, optimise a given utility function under uncertainty, extract hidden structures from data and classify data into concise descriptions ;
- In our Machine Learning process, first we identify and supervise the dataset that we want to work with, the data can be structured or unstructured.
- Then the algorithm is trained to build models and which would then start predicting some results.
- Once the predictions are there we do evaluations and based on the evaluations decisions can be proposed to the relevant internal or external stakeholders.
DEEP LEARNING
Utilises a hierarchical level of artificial neural networks to carry out the process of machine learning. Deep Learning algorithms are trained to not just create patterns from all transactions but to also know when a pattern is signaling the need for a fraudulent investigation.
OUR SOLUTIONS
INTELLIGENT APPLICATIONS
Building adaptive intelligent applications for CRM, SCM, Operations, Sales Marketing to increase the data decision capabilities in every business unit. We expertise in extending a functionality with respect to the business model so as to fuel the growth of your organisation.
- Real Time Monitoring.
- Digital Consultation.
- Predictive Analytics.
TALKBOT
An ideal platform for building computer programs that leverage Artificial Intelligence to enable natural conversations with people, which will not only improve the customer experience but also overcome the existing challenges that a talkbot is facing ;
- Interact 24/7 with customers.
- Ongoing Relationship Maintenance.
- Streamline Engagement Processes.
D.A.D
Improve the decision making processes at all levels of management. Let the D.A.D do the work for you. Connect a new BI service to your information management infrastructure, including enterprise data warehouses, data streams, cloud assets, data lakes, and many more.
Refine a set of overall priorities and identify the resources and assets required to meet your BI goals.
Detect patterns, outliers and pain points by navigating through data.
Generate results through dashboards, gap analysis reports, roadmaps which will enable you to figure out actionable insights.
ENTERPRISE DATA MANAGEMENT (EDM)
Data is the main foundation of information, knowledge which ultimately provides insights for better decisions & strategies. The ability to break down data and understand how things work enables businesses to build and manage applications on their own. Bringing in the right data at the right time becomes critical to reporting and analysis applications. EDM plays a vital role in meeting all the data managing requirements of the organisation.
Data Governance
DATA VISUALISATION
Designed data graphics are usually the most powerful. Decision makers require an understanding of how business rules affect data flow and what areas of data management are essential. This requires looking at how data can be used as a business asset by connecting the dots across various business units. Data visualisation helps in absorbing information quickly. It makes data less confusing.
ADVANCED ANALYTICS
Advanced Analytics deliver deeper data knowledge and granular data analysis. Aicone follow an approach of “stop guessing & start knowing“. It involves techniques such as predictive analytics, statistical analysis, forecasting, text analysis, etc, which will enable you to unearth opportunities you would otherwise miss.
