Agent Client Protocol (ACP) vs. Maguyva Comparison Chart

DataHub Cloud is an event-driven AI & Data Context Platform that uses active metadata for real-time visibility across your entire data ecosystem. Unlike traditional data catalogs that provide outdated snapshots, DataHub Cloud instantly propagates changes, automatically enforces policies, and connects every data source across platforms with 100+ pre-built connectors. Built on an open source foundation with a thriving community of 13,000+ members, DataHub gives you unmatched flexibility to customize and extend without vendor lock-in. DataHub Cloud is a modern metadata platform with REST and GraphQL APIs that optimize performance for complex queries, essential for AI-ready data management and ML lifecycle support.

Retool is the AI-native enterprise app development platform where teams build and ship production-ready apps — at AI speed, with enterprise governance built in. Describe what you need and get a working app, import React-based apps from Lovable, Replit, or Claude Code, or connect your AI agent via MCP. However your team builds, every app lands in Retool with RBAC, SSO, audit logging, and your existing permissions already in place. Retool connects to databases, APIs, LLMs, and external tools out of the box. Teams can build AI agents, dashboards, workflows, and full-stack apps — with a visual editor for speed and direct code access for precision. Trusted by over 10,000 organizations including Amazon, Stripe, DoorDash, and OpenAI to get AI-built apps safely to production.

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.

Files.com is a cloud-native Managed File Transfer (MFT) platform that unifies file transfers, sharing, and automation across any cloud, protocol, or partner. It connects 50+ storage systems — including Amazon S3, Azure, Google Drive, SharePoint, Dropbox, and Box — presenting them as a single seamless namespace. Files.com supports SFTP, FTP/FTPS, AS2, HTTPS, WebDAV, and REST APIs, making it compatible with virtually any system or partner. Automated workflows eliminate manual scripts and reduce admin overhead by up to 90%. ​ Enterprise-grade security includes AES-256 encryption, SOC 2 Type II certification, HIPAA/GDPR compliance, full audit trails, SSO (Okta, Azure AD, and more), and 2FA. With a 99.99% uptime history and zero data breaches in 15 years, Files.com is trusted by IT teams in finance, healthcare, and technology. Available via web, desktop (Windows/macOS), mobile (iOS/Android), and on-premises agent (Windows/macOS/Linux).

Checksum is a continuous quality platform that autonomously generates, runs, and maintains tests so engineering teams can ship AI-generated code without trading speed for reliability. Unlike copilots that wait for prompts, Checksum works as a background agent, detecting what needs testing, generating production-ready Playwright, and healing broken tests automatically. Seventy percent of failures resolve autonomously, keeping suites green without manual effort. Built on fine-tuned data from 1.5+ million test runs, Checksum covers every layer of the SDLC: end-to-end, API, and CI testing from a single platform. Tests are delivered as standard Playwright code, submitted as a PR to your repo. No vendor lock-in. Checksum integrates natively with Cursor, Claude Code, and 100+ coding agents via /checksum slash commands, so code is tested before a human ever reviews it. AI handles generation and healing on Checksum's cloud: no LLM tokens. The result: ship faster, with confidence.

Add a fully functional PDF editor to your ASP.NET website in minutes! Compatible with 99% of desktop & mobile browsers, from Internet Explorer 6 through the latest iOS Safari release, RAD PDF simply works. No plugins or other software needed. RAD PDF natively supports the most commonly used PDF features. Beyond a PDF reader, RAD PDF equips web applications with a browser-based PDF editor & PDF annotator. Features not even available in Adobe Acrobat Reader can be used to provide advanced PDF functionality. By enabling PDF form filling, PDF redaction, & PDF signing directly in the web browser, RAD PDF users can utilize PDF features without worrying about having the right platform or software installed! Allow your app to design new PDF forms, protect content, sign PDFs, & more using an intuitive graphical user interface (GUI). Client (JavaScript) and server APIs allow for endless possibilities .NET Core, Framework, & .NET 5+ supported Try editing any PDF with RAD PDF, FREE!

Creatio is an AI CRM and workflow platform where people and AI agents work together — with no limits on users, agents, workflows, or scale. Built for midsize and large organizations, it combines best-in-class CRM across sales, marketing, and service with an AI-native, no-code engine that lets business teams automate workflows, deploy AI agents, and adapt processes without developer dependency. The platform includes Creatio Business Studio for building applications and AI agents using natural language and visual designers, and Creatio AI Studio — a dedicated environment for managing the full enterprise agent lifecycle, from building and deploying to governing and optimizing agents at scale. The AI CRM suite covers Marketing, Sales, and Service, each with embedded AI agents that handle routine tasks autonomously so teams can focus on higher-value work. Creatio's Unlimited Enterprise model removes per-seat, per-agent, and per-workflow pricing constraints entirely — the more your people and AI agents do together, the more value you get, without the cost scaling with it. The platform supports industry-specific deployments across 20+ verticals including financial services, manufacturing, high-tech, and public sector, backed by 700+ marketplace add-ons and a global network of 500+ partners. Recognized as a Leader and Strong Performer across multiple Gartner and Forrester reports, Creatio serves thousands of customers in 100+ countries.

BAND builds enterprise-grade interaction infrastructure for distributed AI agents. Its platform enables real-time, multi-peer collaboration across agents and humans, while providing a runtime control plane that enforces policy, authority boundaries, and visibility across heterogeneous systems. BAND supports developers, engineering teams, and enterprise platform leaders operating multi-agent ecosystems across internal systems, SaaS platforms, and partner environments.

Pensero is the intelligence behind agentic deployment. As companies deploy AI agents alongside their engineering teams, leaders lose the one thing they need most: an objective view of what is actually getting delivered. Pensero scores every unit of work on the same scale, whether it was human, AI-assisted or agent-only, then shows where each one creates value. That gives you agent performance, cost per unit of work, and agentic transformation, monitored live. Customers call it story points after the fact: an objective measure of what was delivered, comparable across teams, technologies, and any mix of humans and agents. No commits, no hours, no lines of code, no agent activity. Every agent, assistant and human lands in one system of record. Repositories, tickets, chat and AI tools connect automatically, with no instrumentation project and no workflow change. Leaders decide what stays human-led, what gets augmented, and what can be delegated to agents, then optimize that balance against delivery, quality, cost, and business impact. Agent budgets are approved on promise today. Pensero turns them into a portfolio with a return.

Planview AdaptiveWork is a project and portfolio management product for organizations managing complex execution across multiple portfolios and delivery models. It supports IT PPM, Professional Services Automation, Product Development and R&D, and business project and program management use cases, with Planview Anvi available as an embedded AI add-on for insights and automation. Governed Workflow Automation -Low-code workflow automation for any step in the portfolio and project management process -Changes ripple automatically across hundreds or thousands of projects -Admins create and manage workflow changes without code -Waterfall, agile, stage-gate, and hybrid delivery supported in one governed system Resource and Capacity Planning -Time-phased planning and allocation across thousands of resources by month, quarter, or year -Planning horizon extends years forward and back without restructuring the system -Supports employees, contractors, equipment, and other non-labor resources Financial and Portfolio Reporting -Bidirectional reporting: top-down portfolio to project, and bottom-up project to portfolio -Time-phased financial planning, forecasting, and tracking, including when funds are committed or earned -Role-based and executive-ready reporting dashboards -Native data export on any data object, including custom fields, for ALM, PLM, ERP, and BI systems Extensible Data Model -Every standard object, custom field, and custom object automatically generates API endpoints -Custom objects support hundreds of configurable fields, each API-enabled by design -Data model can be extended without breaking integrations or requiring middleware Embedded AI with Planview Anvi -Natural language questions answered about any project, program, or portfolio using live data -Scheduled agents automate recurring status reports on a defined schedule -Risk identification agent surfaces risks at project initiation from scope, timeline, and resource profile -Work plan agent surfaces recommendations based on delivery patterns across the organization -Sentiment analysis across project text fields and an in-app text assistant for tone, grammar, and translation -Customer data is not used to train AI models AdaptiveWork is designed for upper mid-market to large organizations, including departments within larger enterprises, that need governance and reporting to scale without adding administrative overhead.