Deeploy vs Perkoon

AI Discovery and Onboarding

This feature provides complete visibility across an organization's entire AI ecosystem. It allows teams to discover, document, and onboard every AI system—whether built in-house, sourced from vendors, or embedded in other software—into a centralized registry. By connecting to existing MLOps and GenAI platforms, it eliminates blind spots without requiring costly migrations. This creates a single source of truth for all AI assets, which is the foundational step for effective governance, risk assessment, and compliance reporting.

Control Frameworks

Deeploy simplifies regulatory navigation with pre-built and customizable control frameworks. Organizations can adopt industry-standard frameworks like ISO 42001 or the NIST AI RMF, or build their own tailored policies. The platform guides users through risk classification processes, establishing clear accountability with defined approval workflows. This structured approach demystifies complex regulations, turning abstract requirements into manageable, step-by-step processes that ensure consistent application of governance rules across all AI initiatives.

Control Implementation

This feature translates governance policies into actionable, engineer-friendly requirements. Instead of presenting vague guidelines, Deeploy provides clear technical and procedural controls for each AI system based on its risk profile. It dramatically accelerates compliance—by up to 90% according to the provider—through the use of templates and automated evidence collection. It even employs AI-powered assessments to handle repetitive compliance tasks, ensuring that governance is practically implemented and followed by engineering teams.

Real-Time Monitoring and Explainability

Deeploy offers continuous, production-level monitoring to proactively prevent AI incidents. It tracks model performance, data drift, and output anomalies, sending instant alerts when issues are detected. Crucially, it includes built-in explainability features that help users understand why a model made a specific prediction. For LLMs, it adds tracing and guardrails to protect outputs. This continuous oversight allows teams to identify and rectify errors before they impact end-users or create compliance breaches.

Unlimited Free Peer-to-Peer (P2P) Transfers

Perkoon's flagship feature is its unlimited, free file transfer service using WebRTC-based peer-to-peer technology. When both the sender and recipient are online simultaneously, files are transmitted directly between their web browsers. This method imposes no file size limits, requires no user accounts, and ensures high privacy as the data never traverses Perkoon's servers. The operational cost of this direct streaming is negligible for the company, which allows them to offer it as a permanent free service, fundamentally distinguishing it from competitors that use "freemium" models with strict caps.

Encrypted Cloud Storage for Offline Recipients

To address the common scenario where a recipient is not immediately available, Perkoon offers encrypted cloud storage as a paid feature. Files are securely uploaded to Perkoon's servers, encrypted, and held until the recipient is ready to download them. The company is transparent that this is the only paid component of its service, as it honestly reflects the real costs of maintaining server infrastructure, data storage, and bandwidth, creating a sustainable business model without hidden fees or data monetization.

Native AI and Automation Integration

A defining and forward-thinking feature of Perkoon is its built-in support for AI agents and automation scripts. The service exposes a client-side JavaScript object (window.__perkoon) that provides a structured API, allowing automated tools to interface with the file transfer process programmatically. This eliminates the need for unreliable DOM scraping, making Perkoon a first-class citizen in automated workflows, data pipelines, and AI-assisted operations where manual browser interaction is impractical.

Privacy-First Design and Transparent Operations

Perkoon is architected with a privacy-first philosophy. For P2P transfers, the company has zero access to file content or metadata. For cloud storage, files are encrypted on the client side or on Perkoon's servers. The service explicitly does not scan, analyze, or sell user data. This commitment is coupled with radical transparency about its business model, browser compatibility (noting limitations in Firefox and Safari), and the clear rationale behind what is free versus what is paid, fostering user trust.

Regulatory Compliance and Audit Readiness

Organizations subject to regulations like the EU AI Act use Deeploy to systematically achieve and demonstrate compliance. The platform automates evidence collection, maintains detailed audit trails, and provides documentation for every AI system. This use case is critical for enterprises in heavily regulated industries such as finance, healthcare, and public services, enabling them to scale AI with confidence while having all necessary proof for regulatory audits readily available.

Centralized AI Inventory and Risk Management

Companies with scattered AI deployments across multiple teams and vendors utilize Deeploy to create a unified inventory. This central registry allows leadership and risk officers to gain a holistic view of their AI exposure, classify systems by risk level, and apply appropriate governance controls consistently. It transforms AI from an unmanaged collection of tools into a strategically overseen portfolio, enabling informed decision-making and proactive risk mitigation.

Accelerating Safe Model Deployment

Data science and MLOps teams employ Deeploy to streamline the path from development to production. By integrating governance checks and monitoring capabilities directly into the deployment pipeline, the platform reduces deployment time from weeks to hours while ensuring new models meet all organizational standards. The built-in explainability features also facilitate smoother handovers and provide transparency for both technical and non-technical stakeholders.

Ensuring Ethical AI and Human Oversight

In sensitive applications like mental healthcare or customer-facing services, Deeploy facilitates responsible AI implementation. It enforces ethical guidelines through customizable control frameworks and enables essential human-in-the-loop processes. The real-time explainability and feedback mechanisms allow human experts to review, understand, and correct AI decisions, building trust and ensuring systems operate within defined ethical boundaries.

Sending Large Media Files to Clients

Freelance videographers, photographers, and designers can use Perkoon's unlimited P2P transfer to send multi-gigabyte project files, raw footage, or high-resolution image sets directly to clients. This bypasses the restrictive file size limits of email attachments or free tiers of other services, and the direct transfer ensures fast speeds and privacy without the files being stored on an intermediate server.

Asynchronous File Sharing for Distributed Teams

Remote teams and collaborators across different time zones can utilize Perkoon's encrypted cloud storage. A team member can upload a file to the cloud, and recipients can download it at their convenience, regardless of the sender's online status. This is ideal for sharing daily build files, documentation, or reports without requiring real-time coordination.

Automated Data Pipeline and Backup Scripts

Developers and system administrators can leverage Perkoon's native API for automation. Scripts can be written to automatically upload log files, database dumps, or backup archives to Perkoon's cloud storage as part of a cron job or CI/CD pipeline. The CLI tool and window.__perkoon API enable these transfers without manual browser interaction, making it a robust component in IT infrastructure.

Privacy-Conscious Personal File Sharing

Individuals who are wary of large tech companies profiling their data can use Perkoon for personal file sharing. Whether sending sensitive documents, personal videos, or a collection of files to family and friends, the P2P option guarantees that the data is only seen by the intended recipient, aligning with a strong personal privacy ethos.

Deeploy is a comprehensive AI governance and operational platform designed to provide organizations with the critical infrastructure needed to manage, monitor, and scale artificial intelligence systems responsibly. In an era of rapid AI proliferation, organizations often struggle with fragmented AI tools, models, and vendors, leading to significant operational, compliance, and reputational risks. Deeploy directly addresses this challenge by centralizing oversight of an entire AI landscape into a single, unified system. Its core value proposition is enabling businesses to harness the transformative power of AI while maintaining complete control, ensuring accountability, and adhering to evolving regulatory standards like the EU AI Act. The platform is built for enterprises running AI at scale, including data science teams, ML engineers, compliance officers, and risk management executives. By integrating governance directly into the AI lifecycle, Deeploy transforms governance from a bureaucratic hurdle into an enabling framework that accelerates safe deployment, provides real-time explainability, and builds essential trust in AI operations across all teams and use cases.

Perkoon is a modern, privacy-centric file transfer service designed to provide a straightforward and honest alternative to traditional cloud-based platforms. It operates on a foundational principle of eliminating artificial barriers, mandatory account creation, and the commodification of user data. The service is engineered for individuals and professionals who are frustrated with upload limits, complex pricing tiers, and opaque data practices common in the industry. Its core value proposition is a dual-mode transfer system: a genuinely free, unlimited peer-to-peer (P2P) service for direct browser-to-browser transfers when both parties are online, and an optional encrypted cloud storage service for asynchronous transfers, which is offered as a paid feature to transparently cover server costs. Uniquely, Perkoon is architected for interoperability in the age of automation, featuring native APIs that allow AI agents and scripts to interact with the service directly without inefficient screen-scraping. With its commitment to privacy, transparent business model, and tools for both human and machine users, Perkoon positions itself as a powerful, no-nonsense solution for secure and efficient file sharing.

What is AI governance and why is it important?

AI governance refers to the framework of policies, processes, and tools used to ensure AI systems are developed and deployed responsibly, ethically, and in compliance with regulations. It is critically important because ungoverned AI can lead to significant risks including biased outcomes, security vulnerabilities, regulatory fines, and loss of public trust. Deeploy provides the infrastructure to operationalize governance, turning high-level principles into enforceable, day-to-day practices that mitigate risk while enabling innovation.

How does Deeploy handle different types of AI models?

Deeploy is designed as a platform-agnostic solution capable of governing diverse AI systems. It can connect to and manage traditional machine learning models from MLOps platforms, generative AI models from various vendors, and AI embedded within third-party software. The system applies relevant controls and monitoring based on each model's specific risk classification and use case, providing a consistent governance layer across an organization's entire heterogeneous AI landscape.

Can Deeploy help with compliance with the EU AI Act?

Yes, Deeploy is explicitly built to help organizations comply with the EU AI Act and other global regulations. It provides workflows to classify AI systems according to the Act's risk categories (unacceptable, high, limited, minimal), implements corresponding required controls for high-risk systems, and automates the documentation and evidence collection needed to demonstrate compliance. The control frameworks can be tailored to map directly to the Act's specific requirements.

How does the real-time monitoring feature work?

Deeploy's real-time monitoring continuously tracks key performance indicators of deployed AI models. It monitors for concept drift, data drift, performance degradation, and output anomalies. When a metric deviates beyond a predefined threshold, the system triggers instant alerts to relevant teams. For generative AI, it includes tracing to log the chain of reasoning and can apply guardrails to filter or flag inappropriate outputs, allowing issues to be addressed proactively before affecting users.

Is the peer-to-peer transfer really free forever?

Yes, Perkoon's peer-to-peer (P2P) file transfer service is completely free with no file size limits and is intended to remain free indefinitely. The company's rationale is that the direct browser-to-browser streaming technology incurs negligible infrastructure costs for them, as they do not host or relay the file data. This allows them to offer it as a sustainable free service, distinct from their paid cloud storage feature.

What happens if the recipient is not online when I send a file?

If the recipient is offline at the time of transfer, the P2P connection cannot be established. For this scenario, Perkoon offers its encrypted cloud storage service, which is a paid feature. You can upload the file to Perkoon's servers, where it is encrypted and held securely. The recipient then receives a link to download the file at their convenience, once they are online.

How does Perkoon ensure my privacy?

Perkoon ensures privacy through its architecture. For P2P transfers, files are streamed directly between users' browsers using WebRTC, meaning the data never passes through Perkoon's servers and is inaccessible to them. For cloud storage, files are encrypted on their servers. The company has a strict policy of not scanning, analyzing, or selling user data or metadata, making privacy a core operational tenet.

Can I use Perkoon with automation tools or AI agents?

Absolutely. Perkoon is uniquely designed for automation. It provides a client-side JavaScript API (window.__perkoon) that allows AI agents, bots, and custom scripts to interact with the file transfer service programmatically. This means these tools can initiate and manage transfers directly through the API without the need for visually scraping the website, enabling seamless integration into automated workflows.

Deeploy is a specialized AI governance platform within the business intelligence and enterprise software category. It provides organizations with the tools to oversee, monitor, and ensure compliance for their AI systems, addressing critical needs around risk management and regulatory adherence like the EU AI Act. Users may explore alternatives to Deeploy for various reasons. Common considerations include specific budgetary constraints, the need for different feature integrations, or a requirement for a platform that aligns with a particular technical stack or existing workflow. The search often stems from a need to find the optimal balance between comprehensive governance capabilities and operational fit. When evaluating alternatives, key factors to assess include the depth of AI model lifecycle coverage, the flexibility of compliance frameworks offered, the strength of audit and explainability features, and the overall ease of integration with an organization's current MLOps and data science ecosystems. The goal is to identify a solution that provides robust oversight without creating unnecessary complexity.

Perkoon is a file transfer service operating within the productivity and management software category. It distinguishes itself by offering a core, free peer-to-peer transfer service with no file size limits or mandatory user accounts, emphasizing privacy and straightforward utility. Users may seek alternatives to Perkoon for various reasons. Some require permanent cloud storage solutions rather than primarily peer-to-peer transfers, while others might need specific integrations, different pricing models, or guaranteed platform support beyond web browsers. Feature sets, security protocols, and the need for corporate administrative controls also drive the search for different tools. When evaluating alternatives, key considerations include the fundamental transfer method (peer-to-peer versus server-based), privacy policies and encryption standards, any file size or bandwidth limitations, and cost structure. It is also crucial to assess the required platform availability, such as dedicated desktop or mobile apps, and any unique automation or API capabilities that align with specific workflow needs.