AI Agents & Automation

ChatBetter was a research preview tool that enabled users to explore the benefits of interacting with multiple Large Language Models (LLMs) at once. Over 30,000 participants used the platform to investigate whether this multi-model approach could yield more reliable and trustworthy outcomes. The project, now closed, focused on routing questions to the most suitable model, grounding responses in source data, and automatically combining outputs using AI agents. The insights gained from ChatBetter regarding multi-model orchestration, quality guardrails, and trustworthy AI output are now being applied to new projects by the Unsupervised team, including agentic data analysis and process automation tools.

ama is an AI-powered talent discovery engine designed to streamline the hiring process for recruiters and hiring managers. It leverages AI to analyze thousands of profiles, identifying candidates with the right skills, motivation, and salary expectations. The platform offers in-depth role understanding, allowing users to define hiring needs and profile ideal candidate archetypes. ama provides precision search capabilities, unveiling the full talent market and decoding skills, motivations, and trade-offs. It also offers real-time 360° assessments, delivering deep insights on candidate qualifications, motivations, and fit, ultimately connecting users with the best-fitting candidates.

Draftly.io is an AI-powered platform designed to provide free and reliable estimations for used bicycles. Leveraging advanced statistical algorithms and artificial intelligence, Draftly analyzes over a million market data points monthly to deliver accurate and independent valuations. The tool helps both buyers and sellers by providing a clear market price range, enabling informed decisions, effective negotiation, and faster sales. It considers various factors like bike type, year, original price, and condition, offering an indicative price range rather than a fixed value. Draftly also offers professional features, including an API for businesses, custom reports, and market trend data, catering to workshops, resellers, insurers, and other cycling professionals.

Dream Companion provides an NSFW AI chatbot experience focused on hyper-realistic AI companions. The platform allows users to engage in uncensored conversations and roleplay scenarios with AI partners that learn from interactions and maintain visual consistency across different poses and settings. Users can define every detail of their ideal match, including physical features and personality traits, ensuring a personalized experience. Dream Companion emphasizes genuine connection by building an AI engine where partners remember past chats and adapt to user preferences. It offers a free tier for core features and supports image generation, allowing users to create a gallery of their AI companion.

CloudBase-MCP acts as a deployment bridge between AI IDEs and Tencent CloudBase, allowing developers to go from AI prompt to live application with ease. It addresses the gap between code generation by AI tools (like OpenClaw, Cursor, CodeBuddy) and the actual deployment, configuration, and hosting of applications. The tool eliminates the need for manual DevOps configurations, YAML files, and repetitive switching between IDEs and cloud consoles. Key features include AI-native code generation for CloudBase best practices, one-click deployment for various cloud resources (functions, databases, static sites), smart debugging with AI-powered log analysis and fix generation, and full-stack support for web, mini-programs, and backend services. It also offers knowledge retrieval from CloudBase and WeChat Mini-Program knowledge bases, and flexible workflows.

Riff, formerly known as Databutton, is an AI agent and application development platform designed to help businesses integrate AI into their operations. The platform allows teams to build AI agents and apps that automate deep work such as reconciliation, exceptions, and decision-making, particularly within ERP systems. Riff emphasizes rapid deployment, with agents going live in weeks, and provides IT governance features including security, approval workflows, maintenance, and lifecycle management. It supports use cases across order to cash, procurement, finance, and operations, enabling agents to read, write, and close the loop with real systems. The platform generates full-stack solutions in standard Python and FastAPI, ensuring audit-ready code and enterprise-grade security with SOC 2, ISO 27001, and GDPR-ready practices.

Conscience Robotics offers an advanced operating system, Conscience OS, designed to unlock the full potential of robotic units. This compact system, measuring 8.5x11.2x2.8 cm, is easily installed into existing robots. It features Conscience Connect, an intuitive user interface compatible with virtual reality, enabling seamless human-machine interaction and precise command execution. Conscience Studio allows users to create new robotic skills, add them to a library, and even exchange or sell them on an online marketplace. The OS also facilitates collaborative work among multiple robots, regardless of type (drone, rover, biped), for complex task simplification. Conscience Robotics provides various robots utilizing Conscience OS, including autonomous tracers, inspection robots, and health monitoring systems, alongside custom robotics solutions.

Cohesive is an AI-native CRM specifically designed for skilled trade services, including contractors, plumbers, and electricians. It automates local business growth through AI-powered lead generation and marketing, offering a fully done-for-you solution. Key features include hyper-local lead discovery, best-practice email campaigns, a parallel dialer to connect with multiple prospects efficiently, and automated follow-up sequences across email, phone, and SMS. The platform also provides analytics to track performance and 24/7 notifications for immediate lead responses. Built by a team with experience in the skilled trades, Cohesive aims to streamline operations and improve profitability for trade professionals.

collect.AI offers an AI-driven SaaS solution for automated receivables management, designed to optimize collection rates, lower costs, and boost customer satisfaction. The platform supports key payment methods like SEPA, credit cards, PayPal, and instant transfers, dynamically adjusting to improve payment quotas. It features a whitelabel solution for consistent brand communication, allowing customization of texts and designs without programming knowledge. Users can configure whitelabel landing pages with various payment options. Communication channels include email, SMS, WhatsApp, and physical letters with QR codes. A user-friendly graphical workflow builder enables the creation and central management of complex dunning processes. collect.AI's smart assistants leverage AI to analyze data, automate tasks like customer message processing, predict payment probabilities, and optimize communication timing and channels for a seamless digital customer experience.

Mavy is an AI executive assistant designed to revolutionize email scheduling and streamline meeting coordination. By simply CCing Mavy in emails, users can eliminate the back-and-forth typically associated with booking meetings. This AI-powered tool operates 24/7, ensuring instant and seamless scheduling without the need for outdated booking links. Mavy aims to be smarter than traditional scheduling tools and more reliable than human assistants, offering features like automated scheduling, calendar management, and quick response times. It's built for professionals who value efficiency and want to reclaim their time from administrative tasks.

Gift Genie AI is an AI-powered tool designed to simplify gift-giving by generating personalized gift ideas in seconds. Users simply provide a brief description of the recipient, including their hobbies, interests, and likes/dislikes, and the AI processes this information to suggest a curated list of gifts. This free tool aims to save users time and reduce the stress often associated with finding the perfect present for occasions like Christmas, birthdays, and holidays. It offers a straightforward interface where users can input details and receive immediate suggestions, making the gift selection process efficient and enjoyable.

HireHo is an AI-based recruitment marketplace designed to bridge the gap between talented job seekers and top employers. The platform leverages smart job filters and AI algorithms to match candidates with relevant job openings based on their skills, experience, and aspirations. Job seekers can create an account, complete their professional profile, and then search for jobs that align with their career goals. Employers can post job vacancies for free, reaching over 50,000 potential candidates. HireHo aims to revolutionize the recruitment process by providing an efficient and intelligent platform for both job seekers and companies to connect.

Good Tripper Guide is an innovative AI-powered historical tourist guide designed to enrich travel experiences. It provides instant, location-based insights into the history and captivating stories behind nearby landmarks. By leveraging artificial intelligence, the tool transforms ordinary sightseeing into educational adventures, allowing users to delve deeper into the cultural and historical significance of their surroundings. It's ideal for travelers seeking to enhance their vacation with readily accessible historical context, making every trip a journey of discovery. The guide aims to kickstart historical adventures by offering on-the-go information.

Hungryroot is an AI-driven service designed to simplify healthy eating by delivering personalized groceries and easy-to-follow recipes. Users begin by taking a quiz about their diet, health goals, and budget, which then informs the selection of every grocery item and recipe. The platform offers over 50,000 recipes and supports various dietary preferences such as High Protein, Anti-Inflammatory, Gut-Friendly, Less Sugar, Gluten-Free, Dairy-Free, and Vegetarian, among others. It aims to save users time on grocery shopping and meal preparation, offering a convenient alternative to traditional meal kits and grocery stores. Hungryroot also emphasizes cost savings and provides a free gift with every box.

The agent-starter-pack offers a comprehensive solution for shipping AI Agents to Google Cloud quickly, providing production-ready templates with integrated CI/CD, evaluation, and observability. It allows developers to focus on agent logic while handling infrastructure, security, and monitoring. Key features include pre-built agent templates (ReAct, RAG, multi-agent, Live API), Vertex AI evaluation, an interactive playground, and production-ready infrastructure on Cloud Run or Agent Engine. The tool supports CI/CD automation with Google Cloud Build and GitHub Actions, data pipelines for RAG, and remote template creation. It also integrates with Gemini CLI for guidance and code examples, making it easier to develop, deploy, and operate agents.

Hack To The Rescue is a generative AI hackathon designed to foster social good by connecting tech companies with nonprofits. Participants form teams to develop AI solutions for pressing real-world challenges, with a focus on areas like mental health, democracy, crisis response, and education. The event is free and online, offering a platform for tech professionals to apply their skills to create significant social impact. Winning teams receive prizes, which are then donated to a charity of their choice. The hackathon emphasizes responsible AI principles, rapid prototyping, and delivering measurable outcomes for nonprofit-focused projects.

elevait GmbH & Co. KG provides a new generation of intelligent automation for data-driven business processes. Their elevait suite helps organizations optimize over 90% of business processes by addressing high manual workloads, heterogeneous process landscapes, and costly administrative tasks. The platform automates numerous use cases across industries like Construction, Energy & Utilities, and Health Care. It focuses on reducing manual work, mitigating error risks, and accelerating decision-making, ultimately improving agility and competitiveness for businesses. Case studies demonstrate significant reductions in processing time and fully automated transaction handling.

Meyka AI is an advanced AI-powered platform designed for real-time stock and crypto news and analysis. It delivers instant, AI-driven financial insights and market data through an interactive chat, helping investors make informed decisions. The platform offers features like an AI Analyst, Stock Screener, Market Trending News, and insights into Executive Trades. Meyka AI also provides educational content on investing and market analysis, making it suitable for both beginners and experienced investors. With its continuous evolution and focus on improving data analytics, Meyka AI aims to simplify complex financial data and enhance investment strategies.

Anchor AI is an AI-native platform designed to automate responses for RFPs, security questionnaires, and proposals. It leverages deep document intelligence and knowledge management to deliver accurate, customer-ready answers, significantly reducing manual work for sales, solutions, and security teams. The platform helps qualify opportunities faster, minimizes escalations to experts, and improves win rates by providing instant, tailored responses without the need for manual tagging or cleanup. Key capabilities include effortless knowledge management with automated updates, precise response automation that adapts to each customer, document intelligence for summarizing complex RFPs and identifying risks, and seamless collaboration features for team-based review and approval.

Intezer is an AI SOC platform designed for enterprises to automate and enhance their security operations. It leverages AI agents and forensic-grade investigation to triage, investigate, and respond to every SIEM, EDR, identity, cloud, and network alert. The platform aims to boost SOC productivity and security by providing 100% alert coverage with 98% verdict accuracy, reducing the need for human review to less than 2% of alerts. Intezer eliminates blind spots by investigating low-severity signals, perfects detection posture by tuning rules based on investigation results, and scales with business needs through endpoint-based pricing. It offers over 100 integrations to connect with existing security products and provides tailored remediation plans for escalated incidents, which can be automated or human-controlled.

IntuiCell develops first-generation genuine intelligence software inspired by the instinctive learning observed in nature. Unlike conventional AI that relies on large datasets and extensive training, IntuiCell's technology is designed to learn and operate autonomously. It aims to create intelligent systems that mimic evolutionary processes, allowing them to adapt and function without prior data. This approach focuses on enabling software to develop an inherent understanding, similar to how a newborn creature learns instinctively, making it a unique solution for building intelligent agents.

Blabla is an AI-powered platform designed to transform social media conversations into revenue. It centralizes all comments and direct messages from Instagram, TikTok, YouTube, and Facebook into a single smart inbox, enabling faster replies and efficient management. The platform leverages AI to generate responses tailored to your brand voice, continuously learning from your data and understanding context with sentiment detection. Blabla also offers smart automations to nurture leads and convert interactions into sales, alongside robust moderation features to detect and hide harmful comments, protecting your brand's reputation. It provides powerful extras like smart filters, saved replies, and performance tracking to optimize social media workflow and measure ROI.

Aleph Alpha specializes in developing secure and sovereign large language models (SLLMs) and AI solutions tailored for businesses and public institutions across Europe. Their technology addresses critical needs where general AI models fall short, particularly in areas requiring deep domain knowledge, strict regulatory compliance, and data sovereignty. Aleph Alpha partners with clients from conception to deployment, offering customized SLLMs that operate on European infrastructure and adhere to EU law. They provide solutions for various sectors including legal, administration, industry, and science, ensuring measurable success and seamless integration into existing workflows. The company emphasizes responsible AI development, with an international team based in Germany.

Letta Code, formerly MemGPT, is a memory-first agent designed to create deeply personalized AI agents. These agents are persistent, evolving with the user through unique experiences and personas, rather than operating in stateless sessions. The tool incorporates background memory subagents that continuously improve prompts, context, and skills over time. Users can transparently view and modify their agent's memory and context, and even port conversation histories and memory between different models and providers. Letta Code supports mobile access and allows agents to be run and controlled remotely on external devices, moving along with their memory, context, and files. It is compatible with existing API keys and coding plans, offering a flexible and integrated solution for agent development.