Gumloop vs. MagiCrew Comparison


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		Related Products StackAI StackAI is an enterprise AI automation platform to build end-to-end internal tools and processes with AI agents in a fully compliant and secure way. Designed for large, regulated organizations, it enables teams to automate complex workflows across operations, compliance, finance, IT, and support without heavy engineering. With StackAI you can: • Connect knowledge bases (SharePoint, Confluence, Notion, Google Drive, databases) with versioning, citations, and access controls • Publish AI agents as chat assistants, advanced forms, or APIs integrated into Slack, Teams, Salesforce, HubSpot, or ServiceNow • Govern usage with enterprise security: SSO (Okta, Azure AD, Google), RBAC, audit logs, PII masking, data residency, and cost controls • Route across OpenAI, Anthropic, Google, or local LLMs with guardrails, evaluations, and testing • Deploy in multi-tenant cloud, dedicated cloud, private cloud, or on-premise 55 Ratings Visit Website Jotform Trusted by over 25 million users, Jotform is an all-in-one, no-code platform that simplifies data collection, automation, and online sales. Using its drag-and-drop Form Builder, businesses can create customized forms and surveys to collect leads, payments, and e-signatures. With 10,000+ templates and advanced features like conditional logic and 200+ integrations, Jotform streamlines workflows. Jotform's AI-powered Agents provide real-time customer support, guiding users through form submissions, answering questions, and ensuring a smooth experience while reducing manual intervention. These AI agents learn from interactions to improve responses, enhancing efficiency and customer satisfaction. The platform also includes a Store Builder to sell products and services, accept payments through 30+ gateways, and tools like Approvals and Report Builder to automate workflows and generate actionable insights. 9,009 Ratings Visit Website Retool Securely deploy vibe-coded apps in one governed platform. Build in Retool, import from tools like Claude Code, Replit, or Lovable, or connect via MCP. However your team builds, every app ships safely, with governance built in. People across your organization are already vibe-coding internal tools with no SSO, no RBAC, no audit logs, and no connection to your existing data controls. Retool is where secure vibe coding happens by default. Build from scratch, import an app from another AI builder, or connect an agent via MCP — governance lives in the platform, not in each individual app. 598 Ratings Visit Website Gemini Enterprise Agent Platform Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance. 1,161 Ratings Visit Website RunMyJobs by Redwood RunMyJobs by Redwood is the #1 and only enterprise workload automation solution that's SAP Endorsed, achieving premium certification and the highest SAP verification for outstanding customer value. With a guaranteed 99.95% uptime and 24/7 support, you can automate end-to-end processes in complex environments reliably, on-prem or in the cloud. SAP customers can keep a clean core and ensures no process disruptions during multiphase RISE migrations with seamless integration with S/4HANA, BTP, ECC and 1,000+ pre-built SAP templates and connectors. Enjoy unparalleled freedom to connect to unlimited servers, applications, and environments, from modern SaaS solutions to legacy systems. Build automations faster with a low-code, drag-and-drop visual editor and an extensive library of templates. Monitor every process from a single pane of glass with real-time visibility. Receive early warnings and configure alerts of potential issues to address them before they impact operations. 424 Ratings Visit Website Process Street Process Street is an AI-powered compliance operations platform that automates complex workflows, enforces standards, and tracks audit data in real time. Teams use it to create structured SOPs, assign tasks, collect data, and monitor execution with intelligent oversight. From onboarding and audits to vendor management and document control, Process Street ensures every step is followed and every action is logged. Built for regulated industries like financial services, healthcare, and manufacturing, it supports frameworks such as ISO, SOC 2, SOX, and HIPAA. With role-based permissions, audit logs, and powerful integrations, Process Street replaces static documents, spreadsheets, and manual processes with a single automated system of record. Use AI to streamline approvals, catch risks early, and generate audit-ready evidence. Trusted by teams at Cargill, DoorDash, Farmers Insurance, and Hartford Healthcare. 1,119 Ratings Visit Website Pipefy Pipefy is the AI-driven Business Orchestration and Automation Technologies (BOAT) platform that delivers enterprise results in days, not months. Designed as a secure orchestration layer, Pipefy bridges the gap between rigid legacy systems (ERPs/CRMs) and agile business needs. It allows IT teams to centralize disparate processes under a single control plane, eliminating Shadow IT through an Adaptive Governance framework. Key Capabilities: • Process Orchestration: Manage complex, non-linear workflows across departments without replacing core systems. • Enterprise iPaaS: Native connectors for the main systems of records to unify data silos. • Agentic AI: Deploy autonomous AI agents for document analysis and task execution using a BYOLLM (Bring Your Own LLM) engine. • Security: SOC2 Type II and ISO 27001 certified with granular RBAC. Empower your team to modernize operations and reduce the development backlog with Pipefy. 594 Ratings Visit Website Sendbird Sendbird is the omnichannel AI agent platform enterprises choose to elevate customer experience, by initiating autonomous support & sales conversations, keeping humans in the loop for complex inquiries, and re-engaging customers with proactive business messages. Combining omnichannel AI and a battle-tested, award-winning communication APIs, Sendbird enables businesses to build AI agents and meaningful customer connections at scale. Sendbird’s AI-powered customer service platform helps businesses deliver scalable, omnichannel support through intelligent AI agents. These agents work seamlessly across channels like mobile apps, web, SMS, and social media, providing instant and proactive assistance to customers 24/7. With the ability to integrate into existing customer support tools, the platform enhances resolution rates, reduces response times, and improves customer experience by offering a unified view of all interactions. 166 Ratings Visit Website LM-Kit.NET LM-Kit.NET is a complete local AI runtime for .NET that lets engineering teams ship AI-powered features without cloud dependencies, per-token costs, or data leaving the network. Most .NET AI integrations stop at inference. LM-Kit.NET covers the full range of capabilities production applications actually need: agentic workflows with tool calling, planning, and memory; document intelligence with OCR and structured extraction; retrieval-augmented generation with built-in vector storage; multilingual speech-to-text; vision and multimodal understanding; text analysis with classification, NER, PII extraction, and sentiment; and text generation with translation, summarization, and constrained output. Ships in one NuGet package, runs in-process with no sidecar services, and works across all major hardware acceleration backends. Drop-in replacement for Semantic Kernel through its Microsoft.Extensions.AI compatibility layer. 29 Ratings Visit Website ActiveBatch Workload Automation ActiveBatch by Redwood makes setting up and launching automation easy with no custom scripting required. With a low-code Super REST API adapter, over 100 pre-built job steps and a user-friendly drag-and-drop workflow designer, you can integrate across any system, application and data source, on-prem, in the cloud or in hybrid environments. Maintain complete control and visibility and meet SLAs with monitoring of all automation from a single pane of glass and get custom alerts via emails or SMS. Managed Smart Queues dynamically scale resources for high-volume workloads, reducing process times while the self-service portal enables business users to run and monitor workflows independently. ActiveBatch meets security and compliance standards, with ISO 27001 and SOC 2, Type II certifications, encrypted connections and regular third-party tests, always keeping security at the forefront. Along with ongoing product advancements, get the added benefit of 24x7 support and on-site training. 383 Ratings Visit Website
About Drag, drop, and deploy custom tools your business needs. Leverage our community's efforts with pre-built workflows. Fuel your workspace with our growing library of nodes; connect to a world of possibilities. Pass data from A to Z with drag-and-click connections. Workflows that are repetitive or time-consuming are the perfect candidates for automation. Gumloop is built to be generally useful for all data processing tasks so get as creative as you'd like. Our automation builder allows for much more complex automation than existing solutions and is built with AI at its core. We don't aim to just streamline your workflow but replace it entirely. You can invite other users to a Workspace or just send them the URL to your automation. Automate your complex business processes without writing a single line of code. Specify a link to a home listing and have AI extract key details like price, address, and more.	About MagiCrew is an AI agent and workflow platform for individuals, teams, and organizations that want to coordinate AI-assisted work. Users can create and deploy reusable digital workers, combine specialist agents on tasks, and build custom skills. The platform supports research, document analysis, content creation, reporting, presentations, spreadsheets, and dashboards, with outputs designed for further business use. Team capabilities include shared projects, organization-wide knowledge reuse, budget tracking by department, user, or task, and approval steps for higher-risk actions. MagiCrew can connect business systems by packaging internal tools and expertise into reusable agents; deeper integrations and private deployment are available for enterprise use. Customers can use the hosted cloud service or deploy the community edition on their own infrastructure. The product is aimed at solo operators, small teams, developers, and enterprises adopting AI-assisted workflows.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Supported iPad Supported Android Supported Chromebook Not Supported
Audience Businesses looking for an AI solution to automate their workflows	Audience Solo operators, small teams, developers, and enterprise teams seeking to deploy AI agents, coordinate AI-assisted workflows, and reuse organizational knowledge.
Support Phone Support Not Supported 24/7 Live Support Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $97 per month Free Version Supported Free Trial Not Supported	Pricing $9.99/month The Free tier is available on sign-up with limited access, one parallel task, and 1 GB of cloud storage. The Plus plan is listed at $9.99/month and includes 2,900 monthly points, four parallel tasks, and 20 GB of cloud storage. Unused monthly points do not roll over. Annual billing is also offered; additional plan and point-bundle terms apply. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Gumloop Canada www.gumloop.com	Company Information MagiCrew Founded: 2026 www.magicrew.ai/
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Fleece AI	Dash Process Street
Caddi	Limova
Gentek.ai	MertAGI MertAGI, Inc.
Automation Anywhere View All	MagiCAD View All
Categories Agentic AI Supported AI Agent Builders Supported AI Agents Supported AI Automation Supported AI Tools Supported Task Automation Supported Workflow Automation Supported	Categories AI Agents Supported

Integrations Discord Supported FirstHelm Supported GPT-4 Supported GitHub Supported Gmail Supported Google Calendar Supported Google Cloud Platform Supported Google Docs Supported Google Drive Supported Google Sheets Supported Grok Bot Supported HubSpot CRM Supported HubSpot Customer Platform Supported Linear Supported Microsoft Outlook Supported Notion Supported Salesforce Supported WordPress Supported YouTube Supported Zendesk Supported Show More Integrations View All 27 Integrations	Integrations Discord Not Supported FirstHelm Not Supported GPT-4 Not Supported GitHub Not Supported Gmail Not Supported Google Calendar Not Supported Google Cloud Platform Not Supported Google Docs Not Supported Google Drive Not Supported Google Sheets Not Supported Grok Bot Not Supported HubSpot CRM Not Supported HubSpot Customer Platform Not Supported Linear Not Supported Microsoft Outlook Not Supported Notion Not Supported Salesforce Not Supported WordPress Not Supported YouTube Not Supported Zendesk Not Supported Show More Integrations View All 2 Integrations
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