Top Machine Learning Startups in 2026

Kortical see the potential of Artificial Intelligence and Machine Learning to transform the world around us and are motivated and excited by the opportunity to play a part in the coming 4th industrial revolution. We are a combination of deeply technical people and strong business minds who work closely with organisations large and small to define and deliver bespoke AI solutions, building our own world leading technology stack in the process. The problems we are asked to solve every day include interpolating and optimising sustainability metrics for carbon conscious blue chip companies, building intelligent agents for banks, classifying medical images for health services to predicting wine prices for innovative startups.

DashLabs is an EdTech consultancy located just outside of the United States capitol, boasting of a client base that includes the U.S. Army, U.S. Naval Sea Cadets Corps, Smithsonian Institution, World Bank, ICF International, USAID and more. Our work requires a robust operation with several moving pieces, careful client engagement, and keen attention to quality control--a combination that is successful after extended months or years of development time. Most of our clients have an immediate need when they come to us. Some others, who would be potential clients, can't afford to invest the amount of time and money into the operation especially without an immediate return on the investment. Our competition, like us, has been left to follow the industry standards for eLearning production nonetheless, which places our clients ina position where they must build the product first, reep the benefits later. Enter: SurTous DashLabs has been working on a concept called, SurTous (sir-too), which is french for "on all." SurTous is a product we wish to build and launch that automates 75% of the work we must otherwise do manually. To add perspective, eLearning development follows the famous ADDIE model--Analysis, Design, Development, Implementation, Evaluation. Traditionally, Analysis and Eval are shortened or overlooked, and therefore negatively impacting the DDI phases and causes them to draw out longer anyway. In many cases, it is because teams lack the unique Instructional Systems Design skillset needed to hone in on the pedagogical methods that apply to eLearning. SurTous will remove the need for a savvy ISD and allow clients to rapidly jump directly into Development and Launch (implementation). Given COVID, this is needed now more than ever. Our product will allow clients *and* firms like DashLabs to build eLearning solutions in a fraction of the time. Essentially, our clients and our competition would become our customer.

As a Bangalore based data science company, we develop AI-driven software applications that power R&D across a variety of domains, including but not limited to Wind Energy, Geospatial Analysis, Healthcare, and Construction.

What we are building: Nullgen is a localized data loss prevention (DLP) browser extension and administrative platform. The product operates on a freemium model, with the premium enterprise and education tiers offering centralized management, zero-touch MDM deployments, and tamper-proof policy enforcement. The hard problems we are solving: - Enterprise Shadow AI: Employees constantly leak proprietary company code and sensitive financial data into unvetted public LLMs. We stop this data loss locally before the prompt ever hits the network. - K-12 Academic Integrity: Students easily bypass traditional DNS school filters to use AI for essays and tests. We provide district IT administrators with an impenetrable, device-level roadblock. - Privacy-Preserving Security: Traditional DLP software requires routing traffic through third-party servers. Because our custom ML model runs entirely on the user's local device, zero payload data ever leaves the machine, ensuring total data privacy and massive reductions in cloud compute costs.