Alternatives to LoopBridge

Sendbird provides AI-powered omnichannel communication solutions, including AI agent for customer service, Chat API, and Business Messaging for seamless customer conversations across mobile apps, websites, social media, and more. Our platform supports iOS, Android, JavaScript, Unity, and .NET. Sendbird’s AI Agent Platform enables businesses to automate customer support across a wide range of channels, including SMS, web, mobile apps, and social media. This solution leverages AI to provide proactive, continuous support by anticipating customer needs and engaging them on their preferred platforms. Businesses can build and manage their own AI agents with an easy-to-use interface, ensuring smooth customer interactions. The platform integrates seamlessly with existing systems, providing businesses with insights into customer conversations, improving agent performance, and offering reliable support in high-traffic environments.

Podium is a comprehensive AI-driven platform designed to streamline lead management and customer communication for businesses, currently serving more than 100,000 customers. Its flagship feature, the AI Employee, guarantees round-the-clock engagement with leads, enabling faster responses that translate into higher conversion rates and increased sales. Businesses benefit from a unified dashboard that merges calls, texts, payment requests, and bulk messaging to nurture prospects and drive repeat business effectively. Podium’s intelligent automation handles customer inquiries seamlessly across all communication platforms, ensuring consistent and accurate messaging. The company has gained industry acclaim, appearing on Forbes’ Next Billion Dollar Startups, the Inc. 5000, and Fast Company’s World’s Most Innovative Companies lists. Founded in 2014 and headquartered in Lehi, Utah, Podium enjoys backing from top investors such as Accel, Summit Partners, GV, and Y Combinator. Its platform empowers businesses to build lasting customer relationships through efficient, AI-enhanced communication. Podium continues to innovate, helping companies scale their lead conversion efforts globally.

AssistLoop enables businesses to create custom AI chatbots for seamless customer support with minimal effort. By training AI agents on your business data, you can offer personalized support around the clock, ensuring customers always get timely responses. With features such as customization of the chatbot’s look, multi-channel support (coming soon), and in-depth conversation analytics, AssistLoop provides a powerful tool to automate and enhance your customer support operations.

Tidio is a top-tier customer service platform that blends live chat, chatbot automation, and AI agents to help businesses provide quick, efficient support at scale. Known for its powerful automation features and intuitive interface, Tidio is trusted by over 800,000 businesses globally. Connect with website visitors through real-time chat and manage all conversations from email, Messenger, Instagram, and more in one centralized dashboard. Streamline support with integrated ticketing tools that work seamlessly alongside both chatbots and live agents. Easily build custom chatbot flows with a visual, no-code builder to capture leads, respond to FAQs, and automate messaging. Leverage Lyro, Tidio’s conversational AI agent, to handle up to 64% of customer inquiries using advanced natural language understanding. Simple to set up and use—no coding required. Fully GDPR-compliant and secure. Scales effortlessly for eCommerce, SaaS, and service-based businesses. Includes a 7-day free trial. Key Features: • Live Chat (widget and social media integrations) • Help Desk (all communication in one dashboard) • Chatbot (automation for common use cases such as customer help and lead generation) • AI Agent (resolve incoming issues with Tidio's conversational AI, Lyro) • Multichannel Integration (social media, help desk software, and platforms such as WordPress, Shopify, and more) Users praise Tidio's intuitive design, visual interface, and simple deployment. Multiple plans available for all business needs and requirements.

Jelou is an innovative conversational AI platform designed for businesses to create, deploy, and oversee sophisticated AI agents that not only engage in chat but also facilitate genuine business processes and transactions directly within conversations. These AI agents are capable of verifying customer identities through in-chat KYC using biometric and document checks, processing secure payments without user redirection, gathering legally binding signatures, and providing seamless conversational search and e-commerce capabilities across popular messaging platforms. Additionally, Jelou features Brain Studio, a no-code/low-code development environment that enables users to build, test, and launch agents while integrating with databases, existing business applications, and APIs; it also provides real-time logging for debugging purposes and supports a human-in-the-loop option when necessary. The platform prioritizes user privacy and adheres to stringent data protection standards, explicitly banning third-party AI training on customer information and ensuring encryption of all transactional data. With its comprehensive capabilities, Jelou empowers businesses to enhance customer engagement and streamline operational efficiency.

Oraczen offers AI-powered solutions tailored to address complex challenges in modern enterprises. With its Zen platform, the company enables businesses to deploy agentic AI systems that automate processes and enhance decision-making in sectors like finance, healthcare, and supply chain. Oraczen’s platform ensures quick deployment (within two weeks) and robust security, enabling enterprises to integrate AI seamlessly into their operations. The platform provides a customizable approach, allowing organizations to meet evolving business needs efficiently.

Dhisana AI provides innovative automation solutions throughout the entire revenue funnel, revolutionizing workflows for revenue teams into self-sustaining, continuously operational systems through its unique Cognitive Architecture, which integrates large language models with planning and reasoning capabilities, while incorporating human-in-the-loop safeguards. Central to its functionality are Agentic Flows that streamline essential processes like account discovery by aggregating information from various data sources to create optimal customer profiles; lead prioritization through real-time assessments of fit, intent, and engagement; adaptive outreach that generates tailored messages and schedules them based on current signals; meeting intelligence that assembles detailed briefs with insights from stakeholders; and conversation intelligence that records calls, emphasizing pain points, competitor references, and sentiment analysis. Additionally, Dhisana enhances user experience with intent intelligence that notifies teams about buyer signals, accelerates deals by suggesting next-best actions, and provides thorough research insights, ensuring that revenue teams have all the tools they need to succeed. With such comprehensive features, Dhisana AI empowers teams to operate more efficiently and strategically in a competitive landscape.

Create custom on-premise AI solutions with Sahara knowledge agents that not only reduce expenses but also foster growth and uncover new business possibilities. By enhancing productivity through automation of workflows, predictive analytics, tailored user experiences, optimization of resources, and improvements in supply chain management, organizations can significantly benefit. Engage with Sahara data, a secure, open-access, and privacy-conscious platform designed for high-value datasets and services that facilitate AI training. This business transcends basic conversational functions by autonomously evaluating both external and internal proprietary data, providing dependable decision-making tailored to unique requirements. Moreover, whether deployed as a decentralized solution or on-premise, the platform integrates an intelligent AI framework with a human-in-the-loop strategy, ensuring a privacy-respecting approach to delivering invaluable data for your AI initiatives while adapting to evolving business landscapes.

DSPy serves as a framework designed for programming language models rather than relying on prompts. It facilitates rapid iteration in the development of modular AI systems and provides algorithms for enhancing both their prompts and weights, catering to projects ranging from basic classifiers to complex RAG pipelines and Agent loops, ultimately streamlining the entire process of AI system creation.

Loop AI is an automated platform that leverages artificial intelligence to assist contemporary restaurants and digital food brands in simplifying the intricate operational and financial challenges posed by third-party delivery services such as Uber Eats, DoorDash, and Grubhub. By efficiently managing delivery revenue reconciliation, financial reporting, operational metrics, and reducing errors, it allows teams to devote less time to manual bookkeeping and focus more on expansion. Functioning as a supportive "co-worker" for restaurant back offices, it seamlessly integrates with accounting systems to automate the generation of journal entries, reconcile chargebacks, and enhance transparency in delivery performance. This empowers operators to discover hidden revenue streams, safeguard profit margins, and make informed, data-driven choices. Additionally, Loop AI provides valuable delivery analytics, trend insights, and automates repetitive tasks, enabling restaurant staff to significantly reduce mistakes. As a result, businesses can operate more efficiently, ultimately leading to better customer satisfaction and increased profitability.

Robylon AI offers a powerful agentic AI solution aimed at transforming customer support and internal business workflows through extensive automation. Capable of resolving over 90% of inquiries and tasks across communication channels like chat, email, voice, and ticketing with near-perfect accuracy from day one, it ensures efficient operations without sacrificing quality. The platform is designed for fast deployment and seamless integration, eliminating the need for businesses to maintain a dedicated AI team. With a transparent pay-per-resolution pricing model, companies can significantly reduce support expenses by over 30%. Human-in-the-loop supervision maintains high standards of reliability and regulatory compliance. Robylon is ideal for handling support, onboarding, and internal operations, enhancing productivity across departments. This flexible AI platform scales easily to meet evolving business needs. It empowers teams to deliver superior customer experiences while optimizing operational costs.

HappyLoop is a conversational AI platform that enhances SaaS applications. It provides users with real-time data insights and actionable data through a conversational user interface. By integrating HappyLoop into their SaaS applications, SaaS providers are able to offer their clients instantaneous data analysis. This allows for faster decision-making, and improves user engagement. The platform centralizes the data from different sources within the SaaS, and presents a unified view to simplify information access. HappyLoop's plug and play integration allows for rapid deployment without extensive resources, saving time and development costs. The key features include real-time insight, advanced reporting and conversational actions. They also include personalized user interfaces, data storage capabilities, data management, and generative AI functionality. These tools enable users to complete tasks efficiently, resulting in increased satisfaction and retention. HappyLoop has shown success in increasing client revenue and decreasing churn.

Varick Agents specializes in creating and implementing bespoke AI agent solutions that aim to automate entire operational workflows rather than just individual tasks, empowering organizations to enhance various departments—including finance, operations, revenue, legal, admissions, and customer support—with AI specifically designed to integrate directly with essential systems such as ERP, CRM, and practice management tools, thus eliminating the need for platform migrations or extensive exploration phases; these agents are customized to fit each client's specific processes and are capable of managing comprehensive tasks like client intake, contract assessment, admissions assistance, financial reconciliation, marketing attribution, and round-the-clock customer service automation, all while incorporating human-in-the-loop safeguards to allow teams to concentrate on more valuable activities. Their approach prioritizes quick deployment, typically within 30 days, fluid integration, and demonstrable business results, ensuring that clients experience the benefits of AI-driven efficiency promptly and effectively. By focusing on tailored solutions, Varick Agents not only streamlines operations but also fosters a culture of innovation and adaptability within organizations.

Introducing the pioneering customer data platform specifically designed for physical retail locations and consumer packaged goods brands. By utilizing Bridg, traditional credit and debit cards are transformed into effective loyalty cards. This innovation allows retailers and CPG companies to implement loyalty strategies across their entire customer base, granting them access to the same in-depth insights, targeted marketing capabilities, and comprehensive measurement solutions that digital brands benefit from. Take advantage of Bridg’s unique offline identity resolution capabilities, which provide unmatched accuracy and high match rates. This technology enables the connection of transactions to individual customers, even when they utilize various cards across both online and in-store purchases. Users can benefit from standard dashboards that present essential customer behaviors, employ preferred business intelligence tools, or delve into advanced analytics using SQL. Furthermore, gain valuable and timely insights through continuous updates to customer profiles based on ongoing transaction data. This approach not only enhances customer understanding but also drives strategic decision-making for businesses.

Cohesive is an intelligent AI workforce platform built to operate across your entire tech stack. With plug-and-play integrations for thousands of business apps, it acts as a single agent that performs real work instead of just generating recommendations. Teams can automate updates, reporting, scheduling, data handling, and cross-app coordination without manual effort. Cohesive learns your workflows, tools, and organizational context to deliver smarter automation over time. From individual contributors to leadership teams, it amplifies productivity by freeing up hours every day. The result is faster execution, fewer bottlenecks, and more time spent on strategic work.

This Python script exemplifies an AI-driven task management system that leverages both OpenAI and Chroma to manage tasks effectively. The core concept of this system is that it generates tasks informed by prior outcomes and a set goal. Utilizing OpenAI's natural language processing (NLP), the script formulates new tasks aligned with its objectives while employing Chroma to archive and access task outcomes for added context. This implementation serves as a simplified version of the original Task-Driven Autonomous Agent. The script operates within an endless loop executing a series of defined steps, which include: 1. Retrieving the initial task from the list of tasks. 2. Dispatching the task to the execution agent, which utilizes OpenAI's API to accomplish the task within the contextual framework. 3. Enhancing the result obtained and saving it in Chroma for future reference. 4. Generating additional tasks and rearranging the task list according to the overarching objective and the results from the completed task, ensuring continuous adaptation and improvement in task management. This approach allows for a dynamic and responsive task management system that evolves with each completed task.

Cortex AgentiX is an advanced AI agent orchestration platform from Palo Alto Networks that transforms how security teams automate and respond to threats. Built as the next generation of Cortex XSOAR®, it enables organizations to deploy AI agents that function as always-on digital teammates. These agents leverage billions of prior playbook executions to plan, reason, and execute complex security workflows with confidence. Cortex AgentiX provides flexibility through a comprehensive catalog of prebuilt agents as well as no-code tools for creating custom agents. The platform allows security leaders to define when agents operate autonomously and when human oversight is required. Strong access controls and permissions ensure agents follow the same governance rules as human analysts. Cortex AgentiX delivers complete transparency into agent behavior, eliminating black-box decision-making. Native support for natural language automation simplifies the creation of executable workflows. With over 1,000 prebuilt integrations, the platform connects easily to existing security tools. Cortex AgentiX helps organizations scale security operations while maintaining control, accountability, and compliance.

Timeless reimagines productivity by allowing conversations themselves to power your AI agents and workflows. During meetings, it captures key decisions, action items, and contextual insights that teams naturally verbalize. Its intelligent Rooms system organizes all conversations by client, project, or topic, ensuring that the right agents wake up when relevant moments occur. The platform detects phrases like “We should follow up on this” or “Send the proposal tomorrow” and turns them into immediate action without waiting for manual input. Instead of typing notes or creating tasks after calls, users can simply speak and let Timeless automate the rest. This eliminates the gap between intention and execution, improving accountability and efficiency. Timeless integrates deeply into daily workflows, enabling talk-based tasking across all conversations. With every meeting converted into structured outcomes, teams can move faster, reduce busywork, and consistently follow through on commitments.

Asteroid is an innovative platform that harnesses AI to automate browser tasks, enabling both novices and seasoned developers to create, implement, oversee, and enhance intricate web workflows without the necessity of traditional coding. At its heart lies a graph-based agent builder, which allows users to articulate their desired actions in natural language while also setting up repeatable logic through variables and structured outputs. Asteroid operates with a sophisticated backend that incorporates encrypted credential management and selector-based guardrails powered by Playwright, facilitating seamless navigation of web pages, interaction with user interface elements, and the ability to call external APIs when required. Users have the flexibility to deploy agents instantly via a RESTful API, integrate them into pre-existing systems, or work within the platform’s console, which features real-time oversight, debugging capabilities, and checkpoints for human involvement. The application of Asteroid spans a diverse array of scenarios, including complex multi-step data extraction, efficient data entry into legacy systems, and the automation of reporting processes, making it a versatile tool for enhancing productivity. With its user-friendly design and powerful capabilities, Asteroid is positioned to significantly transform how businesses approach web automation.

Enhance your teams' capabilities with AI Agents and discover a new level of operational efficiency. We provide the ability to deploy tailored agents rapidly, ensuring they are customized, integrated, and impactful. Implement personalized solutions and have them operational within days, thanks to our unique infrastructure. Concentrate on your primary business objectives while we efficiently manage and sustain your AI systems. Our agents are adept at handling numerous use cases in critical environments where precision and complex reasoning are vital. Automatically generate reference letters for your staff or streamline your email management based on personalized labels. With Neurons, any document-related task can be automated, allowing for the creation of agents and efficient document processing. Neurons boast intelligence and can be effortlessly connected to various other tools. Through 913.ai, organizations across industries such as insurance, logistics, and legal can effectively automate their administrative tasks while retaining human oversight to ensure quality and accuracy. This approach empowers teams to dedicate their efforts to more significant and impactful projects, ultimately enhancing productivity across the board.

SRE.ai is an innovative automation platform driven by AI, specifically designed for teams developing on Salesforce. It features AI agents that optimize DevOps processes, facilitating key tasks such as continuous integration, continuous deployment, testing, and managing releases. These agents are customizable to align with unique workflows, which aids in speeding up deployments, resolving errors, and conducting thorough release simulations. By seamlessly integrating with existing tools for communication, ticketing, and version control, SRE.ai boosts productivity and simplifies the complexities associated with releases. Additionally, the platform includes essential functionalities like efficient backups and disaster recovery solutions to protect against potential data loss. With its foundation laid by former engineers from Google Research and DeepMind, SRE.ai enjoys the support of prominent investors and is currently honing its focus on the Salesforce ecosystem. Our agents undergo rigorous quality assessments and include measures to prevent inaccuracies. Moreover, users have the flexibility to configure workflow stages to incorporate human oversight, ensuring a balanced approach between automation and human intervention. This adaptability helps teams to work more efficiently and effectively within their development environments.

Katara is an innovative platform designed for automating workflows, allowing you to oversee a team of AI workers and enhance your team's productivity. With a centralized interface, you can manage technical questions and answers across various community and social platforms, including Discord and Telegram, while integration with GitHub Discussions and Slack is on the horizon. Our agents are highly configurable, capable of tackling intricate inquiries regarding your project and can provide answers in Private Team channels for human review and adjustment—this iterative process leads to continual enhancement of your content as your team interacts with the system. In just a few minutes, you can create and launch a custom agent across all supported platforms, setting a confidence level for responses that ensures we only reply when we are certain of the information. You can effectively oversee your Q&A operations through a cohesive interface, streamlining communication and improving response quality over time. This system not only saves time but also fosters collaborative engagement within your team.

Cua is a unified infrastructure for building and deploying computer-use AI agents that interact directly with operating systems and applications. Instead of automating through integrations, Cua agents work visually—understanding interfaces, clicking UI elements, typing text, and navigating software naturally. The platform supports Linux, Windows, and macOS sandboxes with cloud-based scaling. Developers can run agents via a managed UI or integrate them programmatically using the Python Agent SDK. Cua also provides dataset generation, trajectory recording, and benchmarking tools to train and evaluate agents. With pay-as-you-go pricing and smart model routing, Cua balances performance and cost efficiently. It is fully open source and designed for production-grade automation.

Calljmp is a developer-first AI runtime for building and running long-lived, stateful agent workflows in production. Unlike AI agent frameworks that focus mainly on authoring logic in code, Calljmp provides a managed runtime that handles execution concerns by default. This includes durable state persistence, pause and resume for human-in-the-loop workflows, safe retries with idempotency, and built-in observability across every step of an agent’s execution. Calljmp is designed for teams using TypeScript who want to ship production-grade AI systems without stitching together queues, databases, custom state machines, and monitoring infrastructure. Developers write agent workflows as code, while the runtime guarantees reliable execution over time, even across crashes, restarts, and long waits. Calljmp targets the gap between developer-first agent frameworks and heavy workflow engines, offering a practical path from prototype to production for real-world AI agents.

RoboWork is a comprehensive AI automation platform that allows users to effortlessly create custom AI agents, link them into multi-agent workflows, and launch them for internal or public use within minutes—no coding required. It features capabilities such as human-in-the-loop reviews, auto-planning, and self-reflection, while seamlessly integrating with your existing systems through the Model Context Protocol (MCP) and a REST API. By consolidating top models like ChatGPT, Claude, Gemini, and RoboWorkAI with auto-selection, the platform ensures optimal performance, and it also offers knowledge bases derived from your documents and web content. Additionally, RoboWork provides convenient one-click deployment, embedding, and white-label options tailored for various users, ranging from individuals to large enterprises. Currently, RoboWork serves over 10,000 teams and has facilitated more than 50 million automated tasks, boasting a remarkable 99.9% uptime and adhering to SOC 2 compliance standards. The platform is versatile, supporting a wide array of applications such as sales outreach, content management, customer service, data processing, and back-office automation, making it an invaluable tool for businesses looking to enhance efficiency and productivity.

Runable is a platform that leverages AI to enable users to automate virtually any digital task that a person would typically perform on a computer, utilizing natural language commands instead of traditional scripting languages. It is compatible with browser, desktop, and mobile environments, features integrations with widely-used services, and offers capabilities for scheduling and orchestrating workflows through "runbooks" for tasks that are repetitive or require multiple steps. Users can take advantage of a library filled with pre-designed runbooks and templates tailored for various fields such as marketing, sales, programming, and productivity, allowing them to kickstart their automation journey and personalize the solutions to their needs. Practical applications include tasks like automatically gathering meeting materials by researching companies listed on a calendar, creating visual reports, updating documentation, and managing files or datasets efficiently. Additionally, the system incorporates feedback mechanisms that allow users to make adjustments, schedule operations, and manage permissions, positioning itself as a tool aimed at minimizing manual labor, enhancing repetitive process efficiency, and ultimately boosting overall productivity. By simplifying complex tasks and enabling seamless integration with existing workflows, Runable empowers users to focus on higher-value activities while significantly reducing time spent on mundane chores.

Manus is a multifaceted general AI agent that effectively connects ideas with actions, allowing it to carry out various tasks in both work and personal environments. Whether it's handling data analysis, organizing travel itineraries, developing educational resources, or providing stock market insights, Manus empowers users to accomplish their goals while attending to other important matters. Its capabilities extend to conducting intricate research, crafting engaging presentations, and interpreting market dynamics, all aimed at enhancing productivity and streamlining efficiency. Furthermore, Manus produces precise, actionable insights, establishing itself as a vital resource for both professionals and everyday users aiming to simplify their workflows and achieve a greater understanding of their tasks. By integrating advanced technology with user-friendly functionality, Manus becomes an indispensable companion in navigating the complexities of modern life.

Extend provides an end-to-end document processing toolkit built for teams that need fast, reliable, and highly accurate results across their most complex use cases. Its state-of-the-art vision models break down challenging documents into clean, LLM-ready outputs, structured data, or user-facing results in seconds. Extend’s intelligent agent system continuously learns from new files, self-improves extraction schemas, and eliminates long-tail edge cases that typically slow development. Developers can leverage a suite of APIs for parsing, extraction, classification, and splitting, or embed intuitive in-product flows for seamless user experiences. With confidence scoring, HITL review, and automated validations, Extend ensures high-quality output even for critical workflows. The platform’s integrated evaluation suite gives teams the visibility needed to measure accuracy and reliability before going to production. Extend dramatically reduces implementation time, infrastructure overhead, and data cleanup work. With enterprise-level accuracy and continuous learning, Extend makes document automation faster, smarter, and significantly more scalable.

Wordware allows anyone to create, refine, and launch effective AI agents, blending the strengths of traditional software with the capabilities of natural language. By eliminating the limitations commonly found in conventional no-code platforms, it empowers every team member to work autonomously in their iterations. The age of natural language programming has arrived, and Wordware liberates prompts from the confines of codebases, offering a robust IDE for both technical and non-technical users to build AI agents. Discover the ease and adaptability of our user-friendly interface, which fosters seamless collaboration among team members, simplifies prompt management, and enhances workflow efficiency. With features like loops, branching, structured generation, version control, and type safety, you can maximize the potential of large language models, while the option for custom code execution enables integration with nearly any API. Effortlessly switch between leading large language model providers with a single click, ensuring you can optimize your workflows for the best balance of cost, latency, and quality tailored to your specific application needs. As a result, teams can innovate more rapidly and effectively than ever before.

Capalyze is an innovative tool that utilizes artificial intelligence for comprehensive analysis and reporting, enabling users to gather data from various online platforms, including websites, social media, and reviews through simple prompts. Once the desired information is specified—such as trends, sentiment analysis, product comparisons, or user feedback—the tool retrieves and organizes the data, categorizing content into different classifications like positive and negative reviews or common complaints, and presents the findings with engaging visuals and export options. With its "Report Mode," Capalyze effectively transforms raw data into refined, professional reports while offering a variety of chart types, dashboards, and templates tailored for common business needs such as lead generation, product development, content strategy, and competitive insights. Additionally, users can leverage the platform to extract potential leads from public profiles, summarize customer feedback, track sentiment changes, compare marketplace offerings, or develop inspiration boards for creative projects. This seamless integration of data collection and analysis empowers businesses to make informed decisions based on clear and actionable insights.

Achieve enhanced precision and control through LangGraph, enabling the creation of agents capable of efficiently managing intricate tasks. The LangGraph Platform facilitates the development and scaling of agent-driven applications. With its adaptable framework, LangGraph accommodates various control mechanisms, including single-agent, multi-agent, hierarchical, and sequential flows, effectively addressing intricate real-world challenges. Reliability is guaranteed by the straightforward integration of moderation and quality loops, which ensure agents remain focused on their objectives. Additionally, LangGraph Platform allows you to create templates for your cognitive architecture, making it simple to configure tools, prompts, and models using LangGraph Platform Assistants. Featuring inherent statefulness, LangGraph agents work in tandem with humans by drafting work for review and awaiting approval prior to executing actions. Users can easily monitor the agent’s decisions, and the "time-travel" feature enables rolling back to revisit and amend previous actions for a more accurate outcome. This flexibility ensures that the agents not only perform tasks effectively but also adapt to changing requirements and feedback.

Nanobot is a lightweight, open-source framework for personal AI assistants that focuses on providing essential agent functionalities and autonomous capabilities within a compact and understandable codebase of roughly 3,400 to 4,000 lines of Python, which is around 99% smaller than similar large agent frameworks. Its design is purposely straightforward and modular, making it accessible for researchers and developers to comprehend, modify, and explore for various projects. The framework includes features such as persistent memory, task scheduling, built-in tools, and the ability to integrate with several large language models through platforms like OpenRouter, allowing it to function locally or to be deployed swiftly using command-line instructions. Furthermore, nanobot supports real-time web searches and can connect through multiple chat platforms, including Telegram, Discord, WhatsApp, and Feishu, enabling seamless interaction across diverse environments. The lightweight structure not only facilitates rapid startup times and minimal resource consumption but also provides a clean architectural framework that developers can easily customize without intricate abstractions, making it an ideal choice for both personal use and experimentation in AI development. Additionally, its user-friendly nature encourages innovation and creativity among developers, fostering an environment ripe for advancements in AI applications.

Replit Agent 3 stands out as the most advanced, AI-driven builder available for crafting production-ready applications solely through natural language instructions. By simply articulating your app or website concept, the Agent assumes control of the entire process: establishing a comprehensive full-stack environment, designing user interfaces, setting up databases, managing dependencies, and facilitating authentication or the integration of third-party services such as Stripe or OpenAI. It features two distinct development modes: a visual-first “Start with a design” mode that swiftly produces a clickable prototype in mere minutes before activating complete functionality, and a “Build the full app” mode designed to create a fully operational application—including frontend, backend, and various integrations—in approximately 10 minutes. Additionally, Agent 3 incorporates a self-testing mechanism within a browser workflow that detects bugs, rectifies them, and re-executes tests in a continuous feedback loop, achieving speeds up to three times faster and cost efficiency ten times greater than conventional testing approaches. This innovative tool empowers users to bring their ideas to life with unprecedented speed and efficiency.

BotDojo serves as a robust AI enablement platform tailored for enterprises, allowing companies to create, implement, oversee, and expand intelligent agents across various communication channels like chat, voice, email, and web, all through an intuitive low-code visual workflow designer that seamlessly integrates with existing enterprise data systems. It boasts a library of over 100 pre-built templates aimed at streamlining typical applications, including support automation, knowledge retrieval, sales analytics, and internal operations, while also facilitating branching logic, memory capabilities, and the orchestration of tools such as code, RPA, and web browsing. In addition, BotDojo establishes connections with essential business tools like CRMs, ticketing platforms, and databases to enhance its functionality. The platform further fosters continuous improvement and learning for agents through human feedback loops, enabling employees to mentor agents by providing feedback, embedding corrections into agent memory and responses, and assessing performance using comprehensive observability metrics, including deflection rates, first-contact resolution, and cost per interaction. Ultimately, BotDojo not only optimizes operational efficiency but also ensures that intelligent agents evolve and adapt to meet organizational needs effectively.

Introducing the Gemini 2.5 Computer Use model, an advanced agent built upon the visual reasoning strengths of Gemini 2.5 Pro, specifically crafted for direct interaction with user interfaces (UIs). This model is accessible through a newly developed computer-use tool within the Gemini API, which takes inputs such as the user's request, a screenshot of the UI context, and a log of recent actions. It adeptly generates function calls relevant to UI tasks, including clicking, typing, or selecting, while also having the capability to seek user confirmation for tasks deemed higher risk. Following each performed action, the model receives updated feedback in the form of a new screenshot and URL to facilitate a continuous process until the task is either completed or stopped. Primarily fine-tuned for web browser navigation, it also shows potential for mobile UI interactions, although it currently lacks the capability for desktop OS-level management. In various benchmarks comparing web and mobile control tasks, the Gemini 2.5 Computer Use model demonstrates superior performance over leading competitors, achieving remarkable accuracy with reduced latency, and paving the way for future enhancements in interface interaction.

The Agentic Era represents a significant shift from the conventional application-focused computing landscape to a new domain characterized by agentic AI, which comprises autonomous, context-sensitive systems adept at acting, learning, and collaborating within intricate, ever-changing environments. These advanced intelligent agents are not limited to merely executing commands; rather, they are equipped to handle entire tasks, retain context and memory through large language models that are specifically designed for various fields, and have the capability to scale across multiple industries, potentially affecting millions. This progression necessitates an innovative operational mindset known as AgenticOps, alongside a revamped management framework based on three core principles: ensuring that humans remain engaged to contribute creativity and discernment, allowing agents to function effectively across disconnected systems with comprehensive cross-domain insights, and utilizing specialized models meticulously adjusted for their unique functions. Cisco brings this vision to fruition with AI Canvas, the first generative workspace in the industry that utilizes a multi-data and multi-agent architecture, paving the way for enhanced collaboration and efficiency. Furthermore, this pioneering approach signifies a major advancement in how organizations can leverage AI to enhance productivity and foster innovation.

Delight.ai is a sophisticated platform designed as a "branded AI concierge" for enterprises, aimed at creating personalized customer experiences that are remarkably human-like. By enhancing every interaction through various channels such as chat, SMS, email, and voice, it utilizes a persistent memory system that comprehensively understands each customer's background, preferences, and intentions, aligning this knowledge with business objectives to boost outcomes like conversion rates, customer retention, and overall lifetime value. Central to its functionality is the principle of omnipresence, which allows Delight.ai to ensure seamless continuity across different communication channels while actively engaging with customers and predicting their needs, creating a coherent and engaging experience. The platform is built on a robust foundation called Trust OS, which guarantees transparency, oversight, policy management, and high-level security measures, including compliance with SOC 2, ISO 27001, and GDPR/HIPAA standards, thus ensuring that the deployment of AI agents is both safe and responsible. In addition, Delight.ai positions itself as a leader in customer engagement technology, continually adapting to meet evolving business demands and enhancing overall customer satisfaction.

AI-driven self-healing security solutions for your workforce integrate human-in-the-loop automation to effectively bridge the gap between security measures and workforce engagement. By adopting a contemporary approach to workforce security, businesses can leverage the synergy of AI and their personnel to enhance overall security. Eliminate the hassle of managing spreadsheets and pursuing employees, allowing for rapid resolution of security concerns. Collaborate with employees to implement security controls, ensuring that productivity remains intact. Utilize your current security tools to identify vulnerabilities and execute remediation efforts efficiently. Our goal is to realign the cybersecurity focus to encompass both technology and the individuals who operate it, fostering a harmonious and secure business environment. This dual focus not only strengthens defenses but also empowers employees to contribute actively to the security landscape.

The Oracle AI Agent Platform is a comprehensive service designed for the development, implementation, and oversight of sophisticated virtual agents that utilize large language models along with integrated AI technologies. Setting up these agents involves a straightforward multi-step process, allowing them to utilize various tools such as converting natural language into SQL queries, enhancing responses with information from enterprise knowledge repositories, invoking custom functions or APIs, and managing interactions with sub-agents. These agents are capable of engaging in multi-turn conversations while maintaining context, which allows them to address follow-up inquiries and provide personalized, coherent exchanges. To ensure quality and safety, the platform includes built-in guardrails for content moderation, prevention of prompt injection attacks, and safeguarding of personally identifiable information (PII). Additionally, the system offers optional human-in-the-loop mechanisms that enable real-time oversight and the ability to escalate issues when necessary, ensuring a balance between automation and human control. This combination of features positions the Oracle AI Agent Platform as a robust solution for businesses looking to enhance customer interactions through intelligent automation.

Velatir serves as a platform for AI governance, aimed at connecting sophisticated AI technologies with necessary compliance and human oversight. Our approach incorporates human-in-the-loop governance that transforms regulatory challenges into opportunities for enhancement. By leveraging a smart policy engine, intelligent routing mechanisms, and streamlined approval workflows through platforms like Slack, Teams, email, or the web, we guarantee that AI integration is secure, transparent, and capable of scaling effectively. Constructed on a fully EU-based infrastructure, Velatir empowers operations, IT, and compliance teams to effectively handle risks, ensure adherence to regulations, and boost efficiency across their processes. This comprehensive solution not only supports regulatory compliance but also fosters a culture of innovation and trust within organizations.

Firsthand allows brands and publishers to develop AI-enabled agents that connect with consumers directly, providing personalized information instantly across multiple platforms. These agents function as intelligent brand representatives, ensuring that expertise is readily available and directing consumers to the information they require to make informed decisions. By utilizing these brand agents, businesses can strategically highlight relevant content during critical phases of a consumer's journey, effectively reducing the time it takes for interest to convert into action. Each engagement acts as an immediate feedback loop, generating comprehensive transcripts that reveal valuable insights into consumer behavior, preferences, and decision-making patterns, which can then shape more effective business strategies. Additionally, Firsthand guarantees that brands retain complete authority over their messaging, knowledge, data, and client relationships. This innovative approach empowers brands to send the right message precisely when it is needed, thus enhancing consumer engagement and boosting conversion rates. Overall, Firsthand revolutionizes the way brands interact with consumers, ensuring a more streamlined and effective communication process.

SuperSupport revolutionizes customer service by swiftly addressing issues, equipping agents with advanced assistance, and deriving valuable insights from every interaction. The AI capabilities of SuperSupport allow customers to find answers, troubleshoot problems, and engage in a fluid, conversational manner. All communications, whether via email, phone, or web chat, are directed to your inbox for streamlined prioritization and resolution. By merging human skill with AI prowess, SuperSupport enhances your interactions, breaks down communication obstacles, and fosters exceptional productivity while ensuring high levels of customer satisfaction. Its intelligent and collaborative ticket management system enables effortless tracking, resolution, and analysis of customer concerns, guaranteeing that no important conversations or issues are overlooked. With SuperSupport, not only can customer issues be automatically resolved by AI agents, but the entire support process becomes more efficient and effective, leading to a significantly improved customer experience.

Introducing your comprehensive insight management solution tailored for the performance of computer vision models. It enables users to accurately identify the specific factors behind model failures, facilitating effective communication between product managers and engineers through valuable insights. With Manot, product managers gain access to an automated and ongoing feedback mechanism that enhances collaboration with engineering teams. The platform’s intuitive interface ensures that both technical and non-technical users can leverage its features effectively. Manot prioritizes the needs of product managers, delivering actionable insights through visuals that clearly illustrate the areas where model performance may decline. This way, teams can work together more efficiently to address potential issues and improve overall outcomes.

Outverse is an AI-powered solution aimed at resolving customer support challenges by autonomously addressing up to 80% of intricate inquiries while efficiently routing the remaining cases to support and success teams. This platform boasts an AI Agent that can handle tasks such as billing adjustments, subscription refunds, and account management for verified users, guaranteeing that actions are completed swiftly and correctly. Additionally, for more complicated issues, Outverse provides an Internal Copilot with customizable playbooks, which empowers support teams to automate frequent workflows and reduce resolution times significantly. The system facilitates smooth escalation and hand-offs by implementing tailored rules that guide customer interactions to the right team or agent, ensuring that urgent matters are prioritized. Outverse proves especially advantageous for sectors with stringent regulations, teams facing a high volume of tickets, and organizations offering complex software solutions. Furthermore, its intuitive design enhances operational efficiency, allowing businesses to focus on delivering exceptional customer experiences.

All your customer data can be used to launch high-performance marketing campaigns. Equip your team with the tools they need to segment audiences quickly and independently based on the most trusted customer data. Drag-and-drop UI for self-serve journey orchestration is built to accelerate and improve marketing accuracy. Once your campaign has gained momentum, you can identify your most effective strategies faster than ever. GrowthLoop's suite generative tools will help you keep up with the newfound pace. They are designed to supplement your creative team and provide highly personalized content for any channel or journey. GrowthLoop helps organizations launch intelligent, personalized campaigns more quickly. Activate campaigns across existing systems and channels to maximize your existing martech investment. Combine data from disparate source and rely on a single truth source to increase the accuracy and velocity of campaigns.