Artificial-Intelligence Technology Provider of
All Digital Content - Images, Videos, Documents, and More

Featured on the 2022 and 2023 South Asia EdTech 100 List (Annual list of the most promising EdTech startups from the region)

2024 Zero Project Shortlist on Inclusive Education, and Information and Communication Technology (ICT)

Gold Winner from the Brandon Hall Award for Best Advance in Diversity and Inclusion Innovation (along with Pearson Education)

The GSV Cup Semi-Finalists: Elite 200 List

Winner of the NASSCOM “Challenger” Award

Bronze Winner of the Brandon Hall Award for Learning (two years in a row)

Cool Tool Finalist 2022 for PREP & InvictaTM

HolonIQ South Asia EdTech 100 is HolonIQ's annual list of the most promising EdTech startups from South Asia

The Spark That Led to Continual Engine

Inspired by existing gaps in content accessibility, Continual Engine was conceived to remove accessibility barriers using robust and effective solutions at a fraction of the cost and time.
Continual Engine’s journey started over a dinner conversation between Founder/CEO, Mousumi Kapoor and her friends, when a discussion on existing gaps in content accessibility led to exploring solutions to address the inefficiencies in the manual processes, lack of scalability, and high costs.
As a technologist with a deep passion for education and the desire to leverage artificial intelligence (AI) for good, Mousumi embarked on a mission to make a difference. She undertook extensive research at the ground level, which led to recognizing the need for building world-class technology based solutions – solutions that could deliver scalable, affordable, and efficient content accessibility outcomes while automating and streamlining workflows for individuals and businesses.
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Years of combined experience

The Continual Engine Journey

  • 2017

    Continual Engine inception

  • 2018

    First version of InvictaTM is developed

  • 2019

    Pilot engagements with client

    First version of PREP is developed

  • 2020

    InvictaTM is leveraged by Pearson and Macmillan

    PREP is market-tested

  • 2021

    InvictaTM expands to ALL major discipline areas

    Continual Engine and Pearson Education win Brandon Hall Technology Award for Best Advance in Diversity and Inclusion Innovation Award for InvictaTM

    PREP is adopted by George Mason University and two other institutions

    Continual Engine wins a ‘Bronze’ at the Brandon Hall Awards for Learning

    InvictaTM and PREP receive the “Cool Tool Finalist” Award for STEM Solution and Special Needs / Assistive Technology Solution in EdTech Awards 2022

    Continual Engine is selected as part of the 2022 South Asia EdTech 100, an annual list of the most promising EdTech startups

    Continual Engine wins the NASSCOM “Challenger” Award

  • 2022

    Continual Engine develops proprietary solutions for PowerPoint Remediation, Video Closed Caption and Extended Audio Descriptions

    Becomes preferred vendor to two of the Big 5 Higher Educational Publishers

    Continual Engine builds PoC of D-Bias and Q-Gen

    Continual Engine makes it to the HolonIQ South Asia EdTech 100, an annual list of the most promising EdTech startups from South Asia

    Continual Engine qualifies as a Semi-Finalist at The GSV Cup: Elite 200 List

  • 2023

    Virginia Tech adopts PREP for 1,000 Users

    Continual Engine expands partnership with multiple educational publishers (K-12 and Higher Education)

    PREP is enhanced to remediate right-to-left languages such as Hebrew and Arabic

    Continual Engine supports multiple global languages for accessibility including video accessibility and alt text

    Continual Engine starts to offer Vision APIs for Math, Chemistry, and Accounting

We’re Just Not About Profitability. Our Commitment Extends to the End-Users, Who Deserve the Highest Quality Content Experience Delivered to Them Equitably.

Today, we are one of the leading accessibility solutions providers in the community and a preferred choice for the education, learning, content industry and beyond. What sets us apart is:
Building with a team who are not only domain experts but who believe in this cause
Extending our care to not only to our clients (businesses we serve), but ultimately to their clients, the end users
Involving end-users actively in testing our technologies to ensure they authentically solve their challenges
Taking the time to refine and mature our products and solutions before we make them available to our clients
A relentless focus to constantly push boundaries, to beat our own innovation to make user experiences better

Join Us in Our Mission to Make the World a More Inclusive One.

Explore our content accessibility and learning solutions today.
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