AI Solutions for IT Operations

We improve your multi-cloud & data center IT Operations with machine learning and AI

Up to 30%

less critical failures

Up to 60%

reduced downtime

Up to 98%

reduced volume of event stream

Use cases

Network diagnostics and optimizationNetwork diagnostics and optimization

Uncovering issues in networks and delivering real-time notifications to prevent critical failures

  • Leverage telemetry data to deliver real-time notifications about potential risks

Anomaly and risk detectionAnomaly and risk detection

Preventing breakdowns by detecting deviations from past norms to proactively address potential issues

  • Detecting anomalous system behavior to prevent breakdowns
  • Detecting complex dependencies and shortening the time required to investigate a problem
  • Reducing the number of critical failures thanks to early detection

Service ticket managementService ticket management

Employing AI to simplify and explain the huge amounts of data in issue management

  • Forecasting the volume of service tickets to optimize resource allocation
  • Consolidating events to reduce event stream volume by up to 98%

Service ticket analytics

AI-driven service ticket management engine - demo screen

Intelligent service ticket management

Automating your support processes to deliver faster ticket resolutions

  • Quickly search for the likely solution
  • Find similar tickets
  • Use a chatbot to automate common “how to” requests

Learn more

Let’s connect!

Are you curious if your business challenge can be tackled with AI?
Contact us and we’ll give you a free assessment and a quotation

Contact us!

Case study

Traffic Monitoring Solution for Data Centers

Project challenge:

Create a highly performant solution for traffic monitoring across data center Infrastructure. Our solution collects traffic samples across all network devices in a datacenter.

Collected data is then processed and actionable insights are provided to the user: alarms, traffic forecast and capacity planning.

All gathered information is exposed to the user in form an interactive network topology.

A comprehensive solution architecture design allows for independent scaling of particular components. Achieved stable 1m records per second ingestion on 3 nodes deployment. Ongoing further development of the product.

About company:

Global leader in Network Infrastructure manufacturing within the top 5 in the world.

Success stories

AI in IT infrastructure management

Leading IT Infrastructure Monitoring Platform Critical failures slashed by 5-30% Learn more

#telco #predictivemodeling

Issue management for IT Operations

Leading IT Infrastructure Monitoring Platform Service ticket volume prediction with 70-95%accuracy Learn more

#telco #predictivemodeling

Augmenting wi-fi failure root cause analysis with ML

A telco company from the US 98% accuracy in identifying issues Learn more

#telco #predictivemodeling

Read more about AI in IT Operations

AIOps Network Traffic Analysis – a business guide

March 27, 2020Network Traffic Analysis (NTA) is a key component of modern cybersecurity. With AI-powered solutions, the sheer amounts of data to analyze is an asset to be used, not a challenge to overcome.

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What is AIOps – AI for IT operations explained

January 31, 2020Efficient IT Operations is mandatory for all businesses, especially those operating in a hybrid mode – a mix of existing data centers and multi-cloud locations.

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AI Monthly Digest #18 – the pixelated first step toward megastructures

March 16, 2020As we predicted in our AI Trends 2020, NLP is the year’s leading trend. But research on self-regenerating structures has likewise been both surprising and fascinating. February was rich in news on self-regenerating machines and NLP-related events and research.

Read more

AI Monthly Digest #14 – quantum supremacy

November 13, 2019October brought amazing news for Google: the company has reached quantum supremacy. Today we’re going to look at just what that means.

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Find us
  • deepsense.ai, Inc.
  • 2100 Geng Road, Suite 210
  • Palo Alto, CA 94303
  • United States of America
  • deepsense.ai Sp. z o.o.
  • al. Jerozolimskie 162A
  • 02-342 Warsaw
  • Poland
  • deepsense.ai Sp. z o.o.
  • ul. Łęczycka 59
  • 85-737 Bydgoszcz
  • Poland
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