AI-Generated Visuals

Utilize Google's Gemini 2.5 Flash model to generate images based on descriptions like “cups, bowls, and plates in Memphis style” or “plan an autumn party in my living room.”

Customizable Templates

Start with pre-made templates or create boards from scratch to explore design ideas for home decoration, event planning, or visual exploration.

Natural Language Editing

Edit boards using natural language prompts to adjust or combine images, or reference uploaded images to generate new visuals.

One-Click Regeneration

Quickly regenerate images or generate similar-looking designs with one-click options. Mixboard is currently available in public beta in the U.S.

AI-Generated Courses

Oboe crafts personalized learning experiences based on user prompts, offering content in multiple formats like essays, tables, and podcasts.

Structured Learning

The platform provides organized content, moving beyond the linear, one-size-fits-all approach of traditional search engines.

Accuracy Concerns

Currently, Oboe lacks citations or access to source materials, making it difficult for users to verify information.

Future Enhancements

The team plans to incorporate citations and user feedback mechanisms to improve the platform's accuracy and credibility.

Collect Data: Gather posts from Twitter, Facebook, or Instagram via APIs or public datasets.

Clean Text: Remove emojis, links, stopwords, and irrelevant content.

Choose Model: Use BERT, RoBERTa, or Naive Bayes to classify posts as positive, negative, or neutral.

Train & Evaluate: Test the model using accuracy, precision, recall, and F1-score.

Visualize Insights: Track sentiment trends, popular keywords, and overall mood with graphs or dashboards.

FullStory

FullStory is a behavioral analytics platform that captures user interactions across web and mobile interfaces. It uses AI to analyze session replays, heatmaps, and conversion funnels, helping teams identify friction points and optimize user experiences. With features like StoryAI, it turns raw data into actionable insights, enabling faster decision-making and improved digital experiences.

Jungle Scout

Jungle Scout is tailored for Amazon sellers, providing tools for product research, keyword optimization, and sales analytics. Its AI-powered features, such as the Opportunity Finder and Listing Builder, help sellers identify profitable niches, optimize listings, and automate review processes. This platform streamlines the complexities of selling on Amazon, making it easier to scale and manage eCommerce businesses.

Clay

Clay is an AI-driven data enrichment platform designed for sales and marketing teams. It automates the process of building targeted lead lists, enriching contact information, and crafting personalized outreach messages. By integrating with existing CRM systems, Clay enables teams to focus on high-priority leads and scale their outreach efforts effectively.

Boomy

Boomy is an AI-powered music creation platform that allows users to compose original songs in seconds, regardless of their musical background. Users can select a genre, customize musical elements, and generate tracks that can be submitted to streaming platforms for monetization. With over 2.5 million songs created, Boomy democratizes music production and offers a unique avenue for aspiring artists.

CrackenAGI

CrackenAGI is redefining cybersecurity with AI agents designed for digital reliability. Their platform offers customizable AI copilots that can autonomously or collaboratively conduct cyber assessments, providing real-time insights and enhancing operational efficiency.

Bobyard

Bobyard is revolutionizing the landscaping industry by automating the takeoff and estimating process. Utilizing computer vision and natural language processing, their platform enables professionals to generate accurate cost estimates up to 10 times faster, reducing errors and streamlining workflows.

Toi Labs

Toi Labs is pioneering personal health monitoring through innovative bathroom technology. Their flagship product, the TrueLoo, is a smart toilet seat that tracks health metrics, providing valuable data for early detection of health issues and promoting proactive wellness.

Avala AI

Avala AI is on a mission to democratize economic opportunity by building a digital assembly line for the future of work. Their platform leverages AI to streamline workflows, enabling businesses to operate more efficiently and equitably.