Predictive Analytics

Transport and Haulage

Fennaio | artificial intelligence software

Predictive Analytics AI Software for the Transport and Haulage industry


Artificial Intelligence Software
Machine Learning Data Science Software
Deep Learning Software

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We are specialists in the practical application of Artificial Intelligence including Predictive Analytics AI, Machine Learning, Deep Learning and Data Science Software used within Transport and Haulage processes and operations

Perhaps the most powerful ability of AI is where the system predicts a current outcome based on variable learnt past events.

The power of prediction

Being able to automatically predict or forecast what is most likely to happen based on past events is an extremely powerful tool in all aspects of business and industry operations.

By learning from past experience, including positive events, negative events, and all the in-between highly variable outlying and unpredictable events that happened before; future decisions are more insightful, more meaningful, more accurate, and more likely to result in a beneficial output: e.g. financial gain, increased efficiency, lower risk, improved processes, better customer journey mapping and experience, or greater consumer satisfaction.

Crucially, a faster, accurate decision potentially saves time, cost and other resources in the future.

The more past data, experience and events to learn from the more insightful and informed we can make our predictions and decisions.

NameELDR - Predictor
AI EngineELDR
Release DateFebruary 2021
Version1.0
Hosting/installationLocal Standalone, Internal Network or Cloud
IntegrationDirect coupling or RESTful API
PriceContact Us
LicenceContract basis
SLAContract basis
UpgradesContract basis

AI makes prediction possible, even from the most complex of past data

Learning from past events to make a new predictions might sound straightforward - it is of course exactly what a human brain does - but making this process automatic and asking a machine to do this is extremely complex and demanding, simply due to the huge amount of variation involved.

If a traditional software programming approach was used, the computer would continually be asking "if this, then do that; if x and y, do z". This stepwise methodology is extremely limited and tedious as the program will only do what it has explicitly been told to look for by the programmer; making it next to impossible to account for all possibilities and variations, even in the simplest of tasks and events. You certainly couldn't use this approach for complex and diverse scenarios.

With AI and Machine Learning technology it is now possible to learn from huge amounts of variable, constantly changing data and past events in order to make much more accurate decisions, automatically.

ELDR Predictor is a powerful Deep Learning package that can help foresee future outcomes based on variable past and complex data it has learnt from

ELDR Predictor is Fennaio's core AI predictive analytics software. Using our powerful ELDR AI Engine, which is a Deep Learning Artificial Neural Network, the software uses both Supervised and Unsupervised learning to make and link all the relationships from data (of any size or complexity) passed to it.

When ELDR has learnt (trained) from the data, it is then primed to receive current-status data from which to make a prediction from.

A simple example using ELDR Predictor

Consider you are a Financial Company and over the last 2 years you have given loans out to 100,000 customers, however you have noticed a variable degree of success, and would now like to make much better informed lending decisions. You have about 50 data points including e.g. "Age", "Postcode, "Credit Score", "Gender", "Education Level", "Credit Score", "Job Title", "Marital Status"....."Customer Status".

With ELDR Predictor, you simply pass the entire data set in, it will self-sort and label the data, self-optimise, self-learn and using a combination of Supervised and Unsupervised Learning will make all the links between all data sets, accounting for wide variation; in this example of 30 data sets with 100,000 rows of data there are ~ (30 x 30 x 100,000) 90 million possible combinations. You can then probe ELDR for a prediction by sending in a single current data set (or this case a loan application).

ELDR Predictor is highly dynamic, autonomous, configurable, graphical and easily integrated

Dynamic

ELDR Predictor can handle and learn from multiple sources, sizes and complexities of data for numerous prediction requirements simultaneously. Data can be changed at any time and it can continually learn. The software can carry out supervised and unsupervised learning.

Autonomous

By default ELDR is plug and play - you can simply give it appropriately formatted data and it will automatically learn from it, including self optimisation and self scaling.

Configurable

In many cases you may be happy with plug and play, however almost everything in ELDR is configurable; from which data fields to use as inputs and outputs, to colours, displays, output format, learning modes, learning accuracy, all the way through to Artificial Neural Network dynamics and dimensions.

Graphical

ELDR Predictor uses a rich intuitive GUI Dashboard from which to manage the whole AI process (data preparation, learning, outputting and testing), including a comprehensive suite of gamified charts and other visual displays to monitor everything.

Easily Integrated

AI Integration is our speciality. We understand that AI can be used in a variety of ways and in numerous system-types and processes. We build our software to be entirely modular and there are multiple integration methods and points ranging from network-based RESTFulAPI integration to direct coupling at the code level, depending on the response time required, amongst other considerations.

Key points about our Predictive Analytics AI software

  • Can help make more accurate forecasts and predictions from past data
  • Can handle numerous data streams and outputs simultaneously
  • Uses our powerful ELDR AI Deep Learning Artificial Neural Network Engine
  • Dynamic
  • Autonomous
  • Configurable
  • Graphical
  • Easily Integrated

Example areas where Fennaio can help with AI, Machine Learning and Deep Learning in the Transport and Haulage industry


AI can be used all over the Transport and Haulage industry, including these processes, operations and tasks:
  • supply and logistics
  • infrastructure management
  • ordering
  • demand forecasting
  • quote management
  • asset management
  • risk and safety
  • operations
  • route information
  • transport networks
  • automation
  • communications
  • anomaly detection
  • driver profiling
  • customer profiling
  • distribution analytics
  • process optimisation
  • pallet management
  • cargo
  • shipping
  • warehousing
  • many more...

How Fennaio can help you efficiently integrate Predictive Analytics AI Software with your Transport and Haulage operations


AI Education

for Predictive Analytics in the Transport and Haulage industry
Fennaio helps your Transport and Haulage organisation with understanding the fundamentals of exactly what Predictive Analytics AI is, how you can use it, where you can use it and how you can implement and integrate it - all in an easy-to-digest manner.

AI Strategy

for Predictive Analytics in the Transport and Haulage industry
Fennaio works closely with you and your relevant teams to understand your Transport and Haulage organisation operations and your long term goals so we can plan when and where to introduce Predictive Analytics Artificial Intelligence with minimum disruption and maximum benefit.

AI Tooling & Development

for Predictive Analytics in the Transport and Haulage industry
Fennaio provides all the relevant hardware, software, network and infrastructure requirements you need to implement Predictive Analytics Artificial Intelligence, whether this be an off-the-shelf software product or system, or a completely bespoke solution, a standalone piece of software or an enterprise-grade package.

AI Data Analytics

for Predictive Analytics in the Transport and Haulage industry
Fennaio partners with you to fully understand your current data, how it relates to and is currently gathered from your current Transport and Haulage operations, and how to harvest, analyse and prepare it for use in Predictive Analytics Artificial Intelligence and Machine Learning to result in maximum gain.

AI Learning

for Predictive Analytics in the Transport and Haulage industry
Fennaio will use your correctly formatted data streams to train the Predictive Analytics AI, Machine Learning or Deep Learning system by using an optimisation and scaling up procedure until the Predictive Analytics AI is fully and continually primed to start outputting useful information for your Transport and Haulage operations.

AI Visualisation

for Predictive Analytics in the Transport and Haulage industry
When the Predictive Analytics AI is fully trained, Fennaio will feed it live Transport and Haulage operations or test data and use various visualisation techniques to confirm with you a beneficial output is being achieved; whether this be a prediction, pattern recognition, a rapid analysis, a diagnosis or any other type of output.

AI Integration

for Predictive Analytics in the Transport and Haulage industry
When you are satisfied the Predictive Analytics AI software is producing effective results, we will integrate the AI into your existing systems if required. Whether this be at the code level, integration over a network or as a standalone process, we will seamlessly integrate the AI with your Transport and Haulage operations.

AI Delivery

for Predictive Analytics in the Transport and Haulage industry
After the Predictive Analytics AI is successfully integrated into your Transport and Haulage operations, we will continue to monitor the whole Predictive Analytics AI process from data acquisition, analysis, processing, learning, visualisation and output until you are fully satisfied you have an AI system that is achieving your operational goals.

Other AI Software for the Transport and Haulage industry

As well as Predictive Analytics software for the Transport and Haulage industry, we provide a comprehensive set of other Artificial Intelligence, Machine Learning, Deep Learning and Data Science software:

How Fennaio works with you at every stage of the AI and ML Integration process.

Whether you are starting out on your first AI project, just interested in the possibilities of AI or are wanting to expand your existing AI suite, we are here to help.

AI Survey & Plan

We will discuss with you where you are, where you want to be, and how we can achieve it with AI - whether by a bespoke solution or using one of our off-the-shelf products

AI Data Analysis & Preparation

We will work with you to gather, analyse and prepare all your relevant data sources for use in the AI system(s)

AI Execute & Visualisation

We will run and tune the AI throughout the AI learning process and enable the AI to produce a real time visual output to confirm the AI is producing beneficial results

AI Integration

When you are satisfied the AI is delivering the results you desire, we will integrate the AI with your new or existing systems

You are one step closer to getting Artificial Intelligence into your Transport and Haulage organisation

Fennaio has the expertise in the Transport and Haulage sector to get you up and running with Predictive Analytics AI and Machine Learning in your new or existing systems, software and operations.

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