Data Science, Blockchain & Industrial IoT Services | Ideas2IT

INNOVATION PARTNER

for forward-thinking companies

Industrial IOT

Enabling data-driven manufacturing excellence

Our data scientists are working with manufacturers over the world to improve manufacturing processes, efficiency and operating costs, leveraging our Factory.360 IIoT platform. We use advanced Machine Learning algorithms to gather and analyze data, forecast failure and predict other events and incidents.

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Data Science

Our secret sauce for data science success lies in the intersection of years of domain expertise, hardcore Machine Learning, Statistics and Data Processing.

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Blockchain

Working with Hyperledger, Ethereum and Nebulas means we get the tech. And our extensive business experience helps us pick the right use cases for adoption.

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Full Stack engineering

We've spent the last 10 years mastering the stack, from backend to frontend. We act as your CTO while you focus on bigger decisions.

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Chatbots

Fighting the tedium of cookie-cutter replies since 2016. Our AI models are putting the 'chat' back in chatbots.

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OUR CORE COMPETENCIES

Data Science

Data-driven business decisions

We help businesses leverage AI, preparing them for the next decade of technical innovation. We consult with stakeholders across industries and ideate, build and deploy AI-powered products.

Blockchain

Secure, Distributed Tech For Businesses

Our blockchain engineers work with the latest protocols, and our practice heads have decades of vertical experience. Our combined know-how helps us pick out winning use cases for blockchain.

Industrial IOT

MACHINES TALK, WE LISTEN

We gather machine data and generate real-time predictions, enabling manufacturers to work better and create more value. Global manufacturers leverage our IIoT platform to save time and money.

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Success Stories

We’ve had the pleasure of working with world-class organizations. Here are some of our success stories.

Intelligent Talent Acquisition: ML For Recruitment

One of the biggest problems recruiters face to this day is the lack of a system to find deserving candidates for a specific job. We built a Machine Learning model that matches the right candidates to the right job using not just their resumes, but social data and a number of other parameters such as GitHub activity, LinkedIn recommendations, etc. The same matching algorithm is also used to find the ideal jobs for good candidates.

Detecting Security Anomalies Using AI For a Leading Cloud Security Product

A leading cloud security provider wanted us to detect anomalies and abnormal peaks in outbound traffic, using event logs. We set up a continuous feed of raw data logs, using AWS Kinesis rom AWS Cloud-Trail. Data was then grouped by Time, Usertype and Logtype into multiple batches. From these batches, variables were generated to feed in to the Machine Learning model which finally predicted if the data entry is an anomaly or not, using logistic regression.

AI-based Recommendation Engine For A Billion Dollar Manufacturer

When a world-famous manufacturer approached us with seven years’ worth of sales data and a vague need to make sense of it, we built them a platform that leverages Machine Learning to help improve sales through channel partners. Our models help them predict the probability of a quote turning into an order, and our ML algorithms make sure they never leave money on the table during bids.

Success Stories

We’ve had the pleasure of working with world-class organizations. Here are some of our success stories.

Intelligent Talent Acquisition: ML For Recruitment

Detecting Security Anomalies Using AI For a Leading Cloud Security Product

AI-based Recommendation Engine For A Billion Dollar Manufacturer

VERTICAL EXPERIENCE

Over the course of the last couple of decades, we’ve worked with businesses in various industries, and have developed expertise in a few of them.

Healthcare

Readmission prediction. Genealogy. EMR analytics, and more.

Retail

We build products that help retailers sell better without breaking the bank.

Banking

Fraud detection, swap analytics, customer service chatbots among other things.

Marketing

From attribution to spend optimization, marketers love the AI products we’ve built for them.

Open Source Contributions

We’ve always believed in giving back to the community. A lot of our projects involve R&D, and when we hit upon something that we think is a winner, we always share.

IdeaCrawler

A flexible client-server crawling framework written in Go. It was written to act as a layer on top of a regular crawling library, with a lot of glue code pre-written. Apart from standard crawler features, it makes it easy to do things like scaling across machines, crawling through VPNs, using cookies, using Chrome as crawling backend, etc.

Loopback-Isomorphic-React-Flux

Loopback for API + Isomorphic + React Router + Flux. Loopback by default comes with Angular. This is a Loopback starter app if you want to use React with it. We have also added our usual tools of the trade like ESLint as linting tool for javascript and eslint-plugin-react for JSX. BTW, if you want to know why we are choosing Loopback for web apps, read this.

ReactJS + Sails + Redis

Our opinionated take of a MEAN stack (MySql, Express, Angular, Node), based on years of working with server-side javascript. Modeled on mean.io, and with additional features that we find ourselves repeatedly using.

From Our Blog

At Ideas2IT, we learn every day. From product engineering to data science, from blockchain to chatbots, our experts discuss driving forces at the intersection of tech and business. We look at business through the lens of technology, and break down how cutting-edge tech will alter the way companies in various industries operate.

Factory360: Our Industrial IoT platform

Factory 360 helps our customers unleash the true power of Industry 4.0 by leveraging highly customized AI solutions that are designed to solve problems that are specific to our customers’ industry’s needs.

How Ideas2IT is Driving IIoT Enabled Predictive Maintenance

If you are a manufacturer or someone managing a large number of industrial equipment, machine maintenance is one of your bigger challenges. Ideas2IT's Industrial IoT solutions are designed to help ease the burden.

Can acoustic sensors be deterministic of machine health?

With the advent of Industry 4.0, manufacturers are using various types of sensors to collect information on asset health which are used for performing predictive analytics, such as generation of preventive maintenance work orders and predicting potential asset downtime.

How to start building a chatbot

Chatbot frameworks are much like any other software frameworks that provide us with tools and utilities. They are usually implemented for a certain programming language. We looked at a few, and have written up the results.

INNOVATION PARTNER

Industrial IOT

OUR CORE COMPETENCIES

Data-driven business decisions

Secure, Distributed Tech For Businesses

MACHINES TALK, WE LISTEN

Success Stories

Intelligent Talent Acquisition: ML For Recruitment

Detecting Security Anomalies Using AI For a Leading Cloud Security Product

AI-based Recommendation Engine For A Billion Dollar Manufacturer

Success Stories

Intelligent Talent Acquisition: ML For Recruitment

Detecting Security Anomalies Using AI For a Leading Cloud Security Product

AI-based Recommendation Engine For A Billion Dollar Manufacturer

VERTICAL EXPERIENCE

Healthcare

Retail

Banking

Marketing

Open Source Contributions

IdeaCrawler

Loopback-Isomorphic-React-Flux

ReactJS + Sails + Redis

From Our Blog

Factory360: Our Industrial IoT platform

How Ideas2IT is Driving IIoT Enabled Predictive Maintenance

Can acoustic sensors be deterministic of machine health?

How to start building a chatbot

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