Founded in 2015,
Vitus Commodities
utilizes Artificial Intelligence Technologies on globally traded energy
markets with a focus on Machine Learning and Deep Learning

Scroll down to learn more about what we do

Current Landscape

Growth in Multiple Technologies allows algorithms to automate some decision
making in global energy markets and complement traders' decision making capacities.

  • Cloud Computing
  • Machine Learning
  • Big Data

The Result

  • More accurate & cheaper forecasts
  • Automated decision making in asset management
  • Fully Automated Energy Networks in a Decade

Machine
Learning

is the technology that augments

Human Expertise

through

Data Analysis

HUMAN LEARNING TIME NEEDED
TO TRAIN A KNOWLEDGEABLE EXPERT
10
MINUTES
ARTIFICIAL
INTELLIGENCE LEARNING TIME
10-30
MINUTES
PATTERN
IDENTIFICATION
is the key for
insight generation.
Machine learning enables :
AUTOMATED PATTERN IDENTIFICATION + AUTOMATED PREDICTION + AUTOMATED TRADING
Designed with a specific cost function in mind,
algorithms learn as they RECEIVE and TRAIN through
QUIZ
In which fields do you think artificial intelligence will beat humans?
Left Right
DISEASE DIAGNOSIS
WRONG
CORRECT

Deep learning algorithms are already beating human experts in some forms of cancer diagnostics. In the future, most of diseases diagnosis will be done by teams of AI and human experts, paving the way to eliminating false or missed diagnoses.

LIP READING
WRONG
CORRECT

Recent advancements in machine vision algorithms have allowed them to match the performance of humans in lip reading, further showing that the pattern recognition abilities of machines is in increasing.

DRIVING A CAR
WRONG
CORRECT

With a lot of investment going into autonomous car space, we already have autonomous cars roaming the streets of Singapore and Pittsburg. This will change how cities will look in the future.

STRATEGIC PLANNING
WRONG
CORRECT

Strategy is more of an art than a science, which requires relying on past experiences, deploying logic and flexible planning. Due to these soft nuances, it will be hard for this field to be fully automated.

INCREASE IN DATA QUALITY

+

PROCESSING DATA ON THE CLOUD

=

“SUPER-FORECASTER” ALGORITHMS

*Super Forecaster Algorithm is a dedicated analyst for a specific task
that can learn from Mistakes & that gets better over time

WHY IS BIG DATA IMPORTANT?
Data is the new resource in the information age

For self learning algorithms data allows machines to learn, hence:

DATA = HUMAN EXPERIENCE

We need a lot of machine calibre data to enable our algorithms to “learn”

THE MORE
THE DATA
THE BETTER
IT IS

DATA BECOMES MORE FREQUENT & AVAILABLE

TRUE NARROW AI IS DEVELOPED FOR SPECIFIC TASKS

ALGORITHMS’ PREDICTION CAPABILITYMERGES WITH REAL TIME

Similar Example
AUTONOMOUS CARS &
FRAUD DETECTION
ALGORITHMS MAY EVEN BE DEPLOYED
IN REAL TIME
FOR USE CASES WHERE REAL TIME DATA IS AVAILABLE
Training data Feature vectors
Labels
Estimator algorithm
New Data Feature vector Predictive model Prediction
BUILD PHASE
OPERATIONAL PHASE
Algorithm’s
DATA LEARNING HAPPENS AS WE GATHER DATA FOR
2-3 years
TRANSFER LEARNING
WIND DIRECTION WIND SPEED
AIR PRESSURE HUMIDITY TEMPERATURE
EGE, TURKEY

All data that digitizes real world events and experiences is captured, uploaded to the cloud and processed by algorithms.

CLOUD DATA
GERMANY

Since all data and algorithms are distributed over the cloud, when you want to deploy forecasting
systems for a wind park in Germany with similar characteristics, it is easily and instantly transferable.

Knowledge
can be
transferred
to similar
assets
anywhere
CAUSE CLIMATE CHANGE
VOLATILE WEATHER PATTERNS
ECONOMIC EFFECT ON ENERGY SPACE
EFFECT VOLATILE WEATHER PATTERNS
ECONOMIC EFFECT ON ENERGY SPACE
DIFFICULTY IN FORECASTING
SOLUTION Machine Learning: Self-Learning Algorithms

*More data fed to algorithms = Better algorithms get at their task

More data fed to algorithms
Result=
better algorithms get at their tasks.

FUTURE AREAS OF IMPACT AND OUR FUTURE AREAS OF FOCUS

ENERGY
AGRICULTURE
HEALTH CARE
LOGISTICS

WE PASSIONATELY BELIEVE THAT

the future lies in Artificial
Intelligence

IF YOU SHARE IN OUR BELIEF

Join our ranks
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VITUS COMMODITIES ENERJI SANAYI VE TICARET INCORPORATED COMPANY