Deeploy vs Perkoon

AI Discovery and Onboarding

Gain complete visibility and control from day one. Deeploy's interface allows you to discover, onboard, and manage every AI system across your organization in one place. Connect seamlessly to any existing MLOps or GenAI platform to eliminate blind spots, creating a centralized registry without the need for disruptive migration. This feature provides the foundational inventory and documentation needed for true oversight.

Control Frameworks

Navigate complex AI regulations with confidence and simplicity. Deeploy offers guided workflows to make compliance straightforward. Choose from default, pre-built frameworks like ISO 42001 and NIST AI RMF, or create custom ones tailored to your needs. The platform helps you classify AI system risk in minutes and establishes clear accountability with structured approval processes, turning regulatory challenges into manageable tasks.

Control Implementation

Transform policy into practice with governance that engineers will actually adopt. Deeploy turns high-level frameworks into clear, actionable requirements for each AI system. It accelerates compliance by up to 90% using smart templates and automatically collecting evidence. The platform even uses AI-powered assessments to handle repetitive work, ensuring controls are enforced consistently without creating manual overhead for your teams.

Real-Time Monitoring

Proactively prevent AI incidents before they impact your business or compliance status. Monitor AI performance and behavior in real-time across all your systems. Receive instant alerts for critical issues like model drift or performance drops, allowing you to identify errors and anomalies before your users do. For GenAI applications, add tracing and guardrails directly to protect and audit LLM outputs.

Unlimited Free P2P Transfers

Perkoon's core feature is its unlimited, free peer-to-peer file transfer. When both sender and recipient are online, files are beamed directly from one browser to another. This method imposes no file size limits, requires no accounts, and costs Perkoon nothing in server bandwidth—a saving they pass directly to you. Most importantly, because the data stream never passes through Perkoon's servers, it guarantees unparalleled privacy and speed for your transfers.

Encrypted Cloud Storage for Offline Sending

For when your recipient isn't online, Perkoon offers secure, encrypted cloud storage. This is a paid feature, and Perkoon is upfront about why: honestly covering the cost of running and maintaining the servers that hold your files. Your data is encrypted on their servers, providing a secure "hold" until the other person is ready to download, bridging the gap when instant P2P isn't possible.

Native AI & Automation Integration

Perkoon is built for the future of work. It features a native API (window.__perkoon) that allows AI assistants and automation scripts to interact with the service directly, without the need for inefficient screen-scraping. This means your workflows and AI agents can send and manage files through Perkoon programmatically, seamlessly integrating file transfer into automated processes.

Simple CLI & Browser Tool

Beyond the web interface, Perkoon provides a straightforward Command Line Interface (CLI) tool. This empowers developers, power users, and automated systems to initiate and manage file transfers directly from a terminal, offering flexibility and integration capabilities that go far beyond a standard web upload form.

Centralized AI Registry for Large Enterprises

For organizations with AI scattered across departments and vendors, Deeploy acts as a single source of truth. It automatically discovers and documents every AI model in use, from embedded systems to cloud APIs. This creates a unified inventory that gives leadership and compliance teams the oversight they need to manage risk and ensure nothing operates in the shadows.

Accelerating EU AI Act Compliance

Companies needing to comply with the EU AI Act and other regulations use Deeploy to streamline the process. The platform's guided workflows help classify AI systems by risk level, apply the correct regulatory requirements, and automatically gather the necessary evidence for audit trails. This turns a months-long compliance project into a structured, manageable operation.

Safe Deployment of Generative AI

Teams implementing LLMs and other generative AI use Deeploy to add essential guardrails. The platform provides real-time monitoring and tracing for LLM outputs, detects harmful or non-compliant content, and enables human-in-the-loop feedback mechanisms. This allows for innovative GenAI applications in sensitive areas, like healthcare or finance, with built-in safety and explainability.

Engineering Empowerment and Faster Deployment

Data science and ML engineering teams use Deeploy to deploy models faster while meeting governance standards. The platform provides clear requirements and automates evidence collection, cutting deployment time from weeks to hours. It gives engineers observability tools and explainability features, fostering trust with both internal stakeholders and end customers.

Sending Large Project Files to Clients

Freelancers and agencies can use Perkoon's free P2P transfer to send massive video edits, design files, or code repositories to clients instantly. There's no need to compress files or split archives across multiple services. Just generate a link, share it, and the client downloads directly from you, with no size caps or wait times.

Secure Document Sharing for Teams

Teams handling sensitive documents, like legal contracts or financial reports, can leverage Perkoon's private P2P streaming. Since files never sit on a third-party server, the risk of a data breach is minimized. For asynchronous sharing, the encrypted cloud storage provides a secure dropbox that only the intended recipient can access.

Automating Backup & File Sync Tasks

Developers and IT professionals can use the Perkoon CLI to script automatic backups of logs, databases, or project assets. By integrating Perkoon into their cron jobs or automation pipelines, they can ensure critical data is transferred to another location without manual intervention, using a reliable and private service.

AI Agent File Management

An AI research assistant can be programmed to use Perkoon's native API to automatically fetch datasets, save processed results, or share generated reports. This turns Perkoon into an intelligent file transfer layer for autonomous agents, enabling them to handle file operations as part of a larger automated task without human oversight.

Deeploy is the essential AI governance platform, designed as the central control center for any organization scaling artificial intelligence. It solves the critical problem of fragmented and ungoverned AI systems by providing the oversight, compliance, and monitoring infrastructure that modern enterprises lack. Built for AI leaders, compliance officers, and engineering teams, Deeploy transforms a chaotic landscape of scattered models, vendors, and embedded AI into a controlled, trustworthy environment. Its core mission is to enable businesses to accelerate AI adoption and innovation without exposing themselves to operational, reputational, or regulatory risks. The platform offers flexible onboarding for any AI system, real-time explainability, human feedback loops, and comprehensive audit trails. This ensures every AI application—from traditional machine learning models to complex GenAI—is fully visible, understandable, and compliant with evolving standards like the EU AI Act. With Deeploy, governance shifts from being a bottleneck to a powerful catalyst for safe, scalable, and responsible AI growth, putting you firmly back in the driver's seat of your AI ecosystem.

Perkoon is a refreshingly honest file transfer service designed for the modern user who values simplicity, privacy, and genuine utility. It cuts through the noise of bloated platforms by focusing on one core job: moving your files from point A to point B without any hassle. Built for anyone tired of artificial limits, mandatory sign-ups, and services that monetize your data, Perkoon offers a powerful, privacy-first alternative. Its flagship feature is a completely free, unlimited peer-to-peer (P2P) transfer service that works directly between browsers when both parties are online, ensuring your data never touches a central server. For sending files to offline recipients, Perkoon provides encrypted, paid cloud storage, transparently covering the server costs. Uniquely, Perkoon is natively designed for the age of automation, with built-in tools for AI agents and a simple CLI, making it as accessible to machines as it is to people. It's the straightforward, powerful solution for real users who just want to share files, not become the product.

What types of AI systems can Deeploy manage?

Deeploy is designed as a universal governance layer. It can manage and monitor a wide range of AI systems, including traditional machine learning models, deep learning models, and complex Generative AI (GenAI) applications and Large Language Models (LLMs). It connects to your existing MLOps platforms and vendor APIs, providing a unified view regardless of where or how the AI is run.

How does Deeploy help with the EU AI Act?

Deeploy provides specific tools to navigate the EU AI Act. It offers workflows to help you classify your AI systems into the correct risk categories (unacceptable, high, limited, minimal). Based on the classification, it applies the relevant mandatory requirements, guides you through conformity assessments, and automates the collection of technical documentation and audit trails required for compliance.

Is Deeploy suitable for non-technical users like compliance officers?

Absolutely. Deeploy is built for cross-functional teams. For compliance officers and risk managers, it offers intuitive dashboards, clear risk classifications, and straightforward approval workflows. You don't need to write code to understand what AI is running, its risk level, or its compliance status. The platform translates technical AI details into actionable business insights.

How does the real-time monitoring feature work?

Deeploy's monitoring continuously tracks the performance and behavior of your deployed AI models. It establishes baselines for key metrics and alerts you instantly via your preferred channels (e.g., email, Slack) when it detects anomalies like data drift, concept drift, or significant drops in accuracy. For LLMs, it can monitor outputs for toxicity, privacy violations, or prompt injections, allowing for immediate intervention.

Is the P2P transfer really free forever?

Yes, Perkoon's peer-to-peer transfer service is completely free and unlimited, with no plans to charge for it. The company's stance is straightforward: since the data moves directly between users' browsers and costs them virtually nothing in server resources, they have no reason to charge you for it. It's free as a matter of principle, not as a temporary promotion.

What happens if the recipient is offline?

If the recipient is not online to receive the direct P2P transfer, Perkoon can hold the file for them using its encrypted cloud storage feature. This is a paid option because it involves Perkoon using its own servers to store your data temporarily. You can choose this method to ensure your file is delivered as soon as the recipient comes online.

Can Perkoon see what I'm sending via P2P?

No. During a peer-to-peer transfer, your file data is streamed directly between the two browsers (or devices) using a secure WebRTC data channel. Perkoon's servers only help establish the initial connection but do not intercept or have access to the actual file content. They literally cannot see what you are sending.

Which web browsers are supported?

Perkoon works best on Chromium-based browsers like Chrome, Edge, and Brave, which offer full, unrestricted support for the advanced P2P technology. Firefox and Safari can be used but have inherent browser limitations that may affect performance or file size capabilities for direct P2P transfers.

Deeploy is an AI governance platform in the business intelligence category. It acts as a central control center, giving organizations complete oversight and compliance for all their AI systems in one unified app. Users often explore alternatives for various reasons. These can include budget constraints, the need for different feature sets, or specific platform requirements like deeper integrations with their existing tech stack. Finding the right fit is key. When evaluating other options, focus on core needs. Look for robust governance features, real-time monitoring capabilities, and support for the latest regulations. The goal is to find a solution that provides control without stifling your team's ability to innovate safely.

Perkoon is a straightforward file transfer service in the productivity category, designed to move files without mandatory accounts or artificial limits. Its core is a free, unlimited peer-to-peer transfer that works directly between browsers. Users often explore alternatives for various reasons. Some may need features Perkoon doesn't emphasize, like deep integration with specific cloud ecosystems or advanced team collaboration tools. Others might prioritize different pricing models or require guaranteed platform availability on all their devices. When evaluating other options, consider your primary needs. Key factors include transfer speed and reliability, the true cost structure (free tiers vs. subscriptions), platform support (web, mobile, desktop apps), and the provider's stance on privacy and data handling. The best choice aligns with your specific workflow.