Federated Learning

StudyFetch converts uploaded course materials into a structured learning system, generating personalized study schedules, milestone plans, quizzes, flashcards, and interactive game challenges. It offers AI tutoring, live lecture capture, and supports educators and institutions.

BeFreed is a personalized learning platform that delivers audio episodes, flashcards, and storytelling techniques to master core concepts in self-help, productivity, and communication. It offers interactive chat, expert insights, and a community-driven approach to adapt to diverse learning styles.

Bethge Lab develops data‑centric, lifelong learning AI models for multimodal knowledge retrieval, theorem proving, and scientific forecasting, using compositional representations to prevent forgetting and mechanistic interpretability tools to model neural coding and attention.

FiftyOne is a visual AI platform that centralizes data curation, annotation, and model evaluation across images, video, point clouds, and metadata. It offers interactive slicing, automatic labeling with confidence scoring, role‑based access, versioning, and open‑source integration.

Fabric Internet OS is an AI-powered workspace unifying drives, clouds, notes, and more for smooth organization and teamwork. It offers natural language search/chat for quick data access, boosting individual and collaborative productivity & creativity.

Maxlearn is a microlearning platform for corporate training, featuring AI-assisted content creation, gamification for engagement, and methodologies like spaced repetition. It offers real-time analytics to monitor progress and enhance workforce skills effectively.

Fellou is a cognitive browser that enhances information accessibility with deep search capabilities, bulk actions, and cross-app integration. It offers a virtual workspace for task management and allows users to organize profiles for work, life, and entertainment.

Flai is an AI language learning coach that offers personalized feedback on vocabulary, grammar, and assignments. It tracks your progress, provides suitable tutors, and offers digital certificates for completion.

Flockjay is an AI‑powered learning and content management system that streamlines sales enablement through semantic search, automated training, real‑time coaching, and integrations with Slack, Zoom, and 50+ tools, boosting deal velocity and win rates.

Sana is a customizable AI-powered learning platform with live training sessions, search functionality, AI-assisted content generation, and integrations for compliance training, employee onboarding, leadership development, and sales enablement.

Fibr AI rewrites web pages in real time, detecting visitor intent to deliver personalized content and run continuous on‑the‑fly experiments. It integrates with enterprise stacks, offers SOC2/ISO 27001 compliance, and provides governance and audit trails.

Glean indexes content from 100+ business apps—including Slack, Teams, Gmail, Salesforce, and SharePoint—to deliver a unified search experience. Its AI assistant retrieves documents and emails based on user context, while Agent Builder automates repetitive tasks. Security controls safeguard sensitive

Fuser is a multimodal AI workflow platform for creatives offering a single canvas with model-agnostic access to hundreds of generative models, templates and reusable workflow blocks, asset management, and tools for image, video, audio and 3D production.

Learnt.ai is an AI‑powered platform for educators that turns prompts into course outlines, interactive activities, scenario questions, facilitator guides, and assessments within seconds. It enforces consistency with standards, brand tone, and offers 110 sidekicks for quick, accurate content creation

Fusion AI consolidates top AI models into a single platform, enabling users to analyze data, generate reports, and improve marketing strategies. It fosters collaboration among models to enhance results while simplifying access for various user types.

Flint is an AI-powered learning platform designed for schools, providing personalized tutoring and feedback across multiple subjects. It offers AI-driven problem-solving, writing assistance, research support, and language learning, helping students engage in tailored, interactive educational experie

Vocareum delivers labs with IDEs, notebooks, and GPU/CPU clusters in isolated containers or accounts. It offers tutoring, code grading, and a unified gateway to AWS, Azure, GCP, Databricks, and foundation models. LMS integration and SOC 2 compliance enable scalable training.

Falcon is an open‑source LLM family by the Technology Innovation Institute, spanning 0.09‑180 B parameters. It offers efficient Falcon‑H1 series, Arabic variants, multimodal Falcon‑3, and Falcon‑Mamba 7B, all under permissive licenses.

Brilliant is an interactive learning platform for ages 13+, offering bite-sized courses in math, computer science, and data analysis. It features personalized feedback, over 300 puzzles, and a community of learners to enhance problem-solving and critical thinking skills.

DataCamp provides interactive courses, hands-on projects, and role-based career and skill tracks for data science, ML, and AI. It covers Python, R, SQL, cloud platforms, LLMs, and MLOps, plus team analytics and customizable learning paths.

Unsloth Studio is a no-code web UI enabling local training, running, and exporting of open AI models like Qwen3.5 and NVIDIA Nemotron 3, simplifying experimentation for users without extensive technical expertise.

Up Learn is an online platform offering curriculum‑aligned bite‑size videos for A Level and GCSE subjects across major exam boards. AI diagnostics track progress, suggest personalized revision, and provide annotated exam practice and live tutor chat.

fal.ai offers a unified API for generating images, videos, audio, and 3D models from a library of over 1,000 production‑ready assets. It provides serverless GPU inference, private deployment options, NVIDIA‑cluster fine‑tuning, SOC 2 compliance, and enterprise‑grade support.

FGENEDS is a tool that converts lectures into cheat sheets, making it easier for students to study and understand complex concepts.

Synthesis Tutor adapts math lessons for children 5‑11, using AI‑driven assessments and instant feedback to personalize instruction across K‑5 topics. It offers multimodal content, automatic progress reports, and a sensory‑friendly environment for neurodiverse learners, available on iPad, desktop, an

Cogent is an AI study tool that enhances learning with customizable flashcards, quizzes, and chat features, promoting personalized study experiences. It supports collaborative file sharing and adapts to individual learning styles for improved knowledge retention.

Recall is an AI-driven knowledge management tool that organizes and retrieves information efficiently. It summarizes content, uses an interactive knowledge graph, supports spaced repetition, and ensures cross-platform accessibility while prioritizing user data privacy.

Algor Education turns notes, PDFs, audio, video, and images into AI‑generated interactive study tools—concept and mind maps, flashcards, quizzes, and structured notes. It highlights key points, visualizes content, and streamlines exam preparation, curriculum design, and independent learning.

Unifie is an AI-powered research assistant that organizes knowledge and enhances note-taking. It integrates personal documents, analyzes various formats, and connects with productivity tools, fostering a streamlined and collaborative learning experience.

Get Students Talking | Breakout Learning is an interactive tool that enhances classroom engagement through small group discussions, enabling collaboration and active learning. It features customizable prompts, real-time monitoring, and integration with existing learning management systems.

Kognics blends LMS and CRM to deliver AI‑driven, adaptive training for employees, partners, and remote workers. It provides microlearning, gamified assessments, and real‑time analytics, integrating with existing tools to track skill growth and compliance.

Cognito is a structured revision platform for KS3, GCSE, and A‑level students, offering video lessons, written notes, interactive quizzes, customizable flashcards, and exam‑style questions, accessible to individuals, schools, and teachers.

Data Services by Clickworker provides a crowdsourced platform for data collection, validation, labeling, and categorization, assigning microtasks to a global workforce. It delivers scalable, ISO 27001‑compliant results and transparent workflow tracking for AI training and market research.

The Adaptiv tool is an AI-powered personalized learning platform with a user-friendly interface, referral rewards, and a mobile application.

folk consolidates contact, email, calendar, and social media data into a single source, offering AI assistants for conversation analysis, auto‑summaries, and follow‑up drafts. It supports 1‑click LinkedIn enrichment, bulk updates, automated outreach, and integrates with Gmail, Outlook, WhatsApp, and

Language Atlas offers daily 30‑minute CEFR‑aligned lessons in French, Spanish, German, Italian, and Portuguese. Lessons blend audio, quizzes, and concise grammar. Spaced‑repetition flashcards and speaking practice track progress to A0‑C1, fostering retention and conversational fluency.

Periplus is an AI-based educational platform that offers personalized courses, documents, and flashcards across various subjects, facilitating structured learning paths and enhancing knowledge retention through quizzes while allowing users to build an organized personal library.

Cycle consolidates feedback from Slack, Zendesk, Intercom, and surveys into a single workspace. Tagging assigns entries to product areas, topics, and roles; CRM sync maintains unified customer context. AI generates dashboards, and real‑time collaboration updates stakeholders via Slack or email.

Cerebro is an AI-powered knowledge management tool that consolidates information from various sources, enabling efficient retrieval of insights through automated key point extraction. It streamlines workflows and connects ideas to combat information overload.

Interactive Tutorials for Neural Networks is a hands-on platform that teaches deep learning concepts through intuitive tutorials, visualized labs, and real-time model editing, enabling users to explore datasets and reinforce their understanding of neural networks effectively.

We Are lets learning designers build 3‑D animated videos and scenario‑based training quickly. Users set scenes, write scripts, and AI auto‑creates animated characters, gestures, voices, and translations. Output supports URLs, embeds, SCORM, xAPI, and cmi5 for LMS tracking.

IMMERSE trains workplace communication through AI‑guided immersive simulations and real‑world conversations in English, Spanish, French, and Portuguese. It tracks performance against role standards, delivers analytics for staffing, integrates with LMS, and follows CEFR‑aligned, task‑based progressio

Fabri is a collaborative platform for designers that combines various design tools with AI capabilities and presentation features, providing team collaboration in a virtual space.

LearnFast AI offers a 24/7 instant solver for physics and math problems, providing step‑by‑step solutions using GPT‑4o. It handles calculations, text, and image inputs, supporting students, tutors, and lifelong learners with flexible submission options.

eSpark is an AI‑driven adaptive learning platform that aligns daily reading and math practice with a district curriculum. It customizes lesson sequences, offers instant feedback, and provides dashboards for teachers and administrators to track mastery and program impact.

CEBRA compresses high‑dimensional behavioral and neural time series into low‑dimensional, interpretable embeddings, supporting supervised and self‑supervised workflows. It preserves consistency across sessions and modalities, enabling accurate cross‑species trajectory decoding and multimodal integra

Profound Academy provides customizable computer science curriculums with hands-on materials, automated grading, AI student assistance, and gamification features. It prepares students for technology and data science careers while promoting engagement and streamlined educator workflows.

Scale AI delivers a full‑stack generative‑AI platform that integrates enterprise data, supports fine‑tuning, RLHF, and model safety evaluation, and enables secure AI agent deployment with compliance‑certified cloud infrastructure for regulated and government use.

Twee is an AI-powered lesson generator for ESL teachers that creates CEFR-aligned lesson plans, worksheets, and interactive assignments from a topic or link. It streamlines teacher workflows with automated content creation, grading, and student progress tracking across 10 languages.

Fluent delivers consulting to improve operational efficiency, modernize operating models, manage change, align product investments, and develop leadership. Its structured frameworks and coaching help organizations build resilience, transparency, and sustainable progress.