iGPT

Give AI agents structured, searchable context from messy email data and attachments.

iGPT is a context engine designed to help AI agents work with information stored inside email conversations and attachments. Instead of requiring developers to manually parse, chunk, index, retrieve, and organize email data, iGPT handles these steps through a single API. It automatically indexes messages and attachments, reconstructs email threads across participants and dates, and supports hybrid retrieval using semantic search, keywords, filters, and reranking. The platform can also process documents, PDFs, and spreadsheets attached to emails. Its context-shaping layer prepares relevant information for an LLM so agents can reason over cleaner, more focused inputs. iGPT is aimed at developers building agentic workflows where important business information is scattered across large volumes of email.

Cekura

Test conversational agents before launch and monitor their real-world performance continuously.

Cekura is a testing and observability platform for voice and chat AI agents. It helps teams test conversational systems before deployment and monitor their behavior after launch. Cekura can automatically generate scenarios, simulate different user personalities, introduce interruptions and background noise, and evaluate agents across metrics such as latency, hallucinations, instruction following, tool-call success, speech quality, and conversational flow. Teams can also replay real conversations, run regression tests, perform A/B comparisons, and create custom evaluation metrics. Its observability features help identify production failures, user drop-offs, and recurring problems. Cekura integrates with major conversational AI stacks including Vapi, Retell, ElevenLabs, Pipecat, and LiveKit, making it useful for teams building production-grade voice and chat agents.

Agenta

Build, test, and improve AI agents with an open-source collaborative workspace.

Agenta is an open-source workspace for building and improving AI agents. It brings developers and subject-matter experts into the same environment so they can work on prompts, tools, evaluations, and agent behavior without keeping everything inside code. Teams can start with templates for engineering, customer support, sales, company knowledge, and operations, then customize them for specific workflows. Agenta also provides prompt management, evaluation, observability, versioning, and feedback loops to help teams identify failures and improve agents over time. Its human-in-the-loop approach allows important actions to wait for approval before they are executed. Because Agenta is open source and self-hostable, organizations can run it on their own infrastructure when they need more control over data and deployment.

Cubeo AI

Turn business knowledge into intelligent AI-powered workplace assistance.

Cubeo AI is a knowledge and productivity platform that helps organizations unlock value from internal information using artificial intelligence. The platform enables employees to access company knowledge, documents, and operational resources through conversational AI interfaces. Instead of searching across multiple systems, users can quickly retrieve answers and insights from connected business content. Cubeo AI supports collaboration, onboarding, customer service, and internal operations by making organizational knowledge easier to use. Businesses benefit from faster information access, reduced knowledge silos, and improved team productivity. The platform is particularly useful for companies seeking a centralized AI layer across their information ecosystem.

AgentKit (OpenAI)

Build AI agents that perform tasks across tools automatically.

AgentKit is OpenAI’s framework for developing AI agents that can reason, take actions, and interact with external tools. It helps developers create applications that go beyond simple chat experiences by enabling agents to complete multi-step tasks, access data sources, and automate workflows. AgentKit provides building blocks for integrating AI capabilities into business applications, customer support systems, research tools, and productivity platforms. Developers can connect agents with APIs, databases, and software services while maintaining control over behavior and execution. The platform is designed for teams building advanced AI-powered products that require automation, decision-making, and task completion across multiple systems.

Komos AI

Automate customer engagement and business workflows with AI agents.

Komos AI is an AI automation platform focused on helping businesses deploy intelligent agents for customer communication and operational workflows. The platform enables organizations to automate repetitive tasks, handle inquiries, and streamline interactions across multiple channels. Businesses can use Komos AI to improve response times, reduce manual workloads, and deliver more consistent customer experiences. The platform supports workflow automation while maintaining flexibility for different business processes. By combining conversational AI with operational automation, Komos AI helps teams increase efficiency and scale customer engagement efforts without significantly increasing staffing requirements.

ChatGPT Atlas

Access ChatGPT across desktop devices with faster native AI workflows.

ChatGPT Atlas refers to the desktop experience of ChatGPT, giving users direct access to OpenAI’s AI assistant through dedicated applications. It allows users to chat, brainstorm ideas, write content, analyze information, summarize documents, generate code, and complete research tasks from a streamlined desktop environment. The desktop app offers a more integrated workflow than a browser-based experience, making it easier to access AI assistance while working across multiple applications. Professionals, students, developers, marketers, and creators use ChatGPT to improve productivity, automate routine tasks, and accelerate problem-solving. The platform supports both quick questions and complex projects, helping users work more efficiently with AI-powered assistance.

N8N

Automate workflows by connecting apps, APIs, and AI with flexible automation.

n8n is an open-source workflow automation platform that connects hundreds of applications, APIs, databases, and AI services without requiring complex coding. Users can create automated workflows through a visual editor while adding custom logic whenever needed. It supports business process automation, data synchronization, notifications, AI agent workflows, and backend operations. Developers benefit from full customization, while non-technical users can automate repetitive tasks using prebuilt integrations. Available as both cloud and self-hosted software, n8n offers greater control over data and workflows, making it a popular choice for startups, enterprises, and development teams building scalable automation systems.

Manus AI

An autonomous AI agent that plans and executes complex tasks across multiple domains.

Manus AI is an autonomous AI agent platform that helps users perform complex tasks, conduct research, automate workflows, and complete multi-step projects with minimal supervision. The platform acts as an intelligent digital assistant capable of handling end-to-end tasks. It is particularly useful for professionals, researchers, developers, and businesses. Manus AI simplifies complex workflows and increases productivity.

AirOps

A platform for developing AI apps, automated workflows, and chat agents.

AirOps is an AI workflow automation platform that helps businesses build AI-powered workflows for research, content creation, data analysis, and operational tasks. The platform combines large language models with automation tools to streamline business processes. It is particularly useful for enterprises, marketers, operations teams, and startups. AirOps simplifies workflow automation and improves business efficiency.