What Is an eCDN? Enterprise Content Delivery Network for Secure Video Streaming
by Rafey Iqbal, Last updated: April 27, 2026, ref:

An eCDN is an enterprise content delivery network that runs inside a corporate network to cut down WAN bandwidth use during big video events. A public CDN delivers content from external edge nodes across the internet. An eCDN works differently. It uses internal servers, peer-to-peer caching between employee laptops, multicast routing, or some combination of these to keep video traffic off your corporate network during live town halls, training sessions, and executive broadcasts.
For enterprises streaming to thousands of employees on the same network, the gap between a public CDN and an eCDN is the gap between a clean internal event and a stream that takes down the office VPN. A public CDN solves the public internet delivery problem. An eCDN solves the corporate network delivery problem. Most enterprise video deployments need both running together.
This guide walks through how eCDNs actually work, the four delivery models you'll see in practice, when your organization needs an eCDN versus a regular CDN, and what to look for when evaluating eCDN solutions. We also cover how public CDN architectures (pull, push, P2P) fit into a complete enterprise video delivery system, since most enterprises run an eCDN behind a public CDN for end-to-end coverage.
If you're hosting an all-hands for a global workforce, rolling out compliance training across regional offices, or broadcasting an executive update to thousands of employees at once, the combination of eCDN and public CDN technology is what keeps internal video streams running.
What Is CDN Video Streaming?
CDN video streaming is a core component of a modern video content delivery system.
CDN video streaming uses a content delivery network (CDN) to deliver live video to large external audiences across the public internet. Enterprise CDN video streaming works differently. It uses an enterprise content delivery network (eCDN) to deliver internal corporate video to employees on the same network. Most enterprise video deployments combine both: a public CDN handles external delivery, and an eCDN handles internal corporate distribution to keep WAN bandwidth from saturating during live company events.
With the demand for video content increasing at an exponential pace, it has become imperative for organizations to enhance the delivery of their live video content. Fortunately, CDN live streaming helps in that matter.
Consider this: you order a product from a company, and instead of shipping it from one central location, the product is shipped from the nearest warehouse to your home. CDN works the same way. Instead of the product, they are used to deliver content from the closest server to the viewer.
Regular CDNs deliver a variety of online content available over the Internet, but a CDN specifically designated for video content delivery offers key advantages for live streaming. By storing copies of videos on servers around the globe, these video streaming CDNs ensure smooth playback with minimal buffering, even for viewers far away.
What Is an eCDN and How Does It Differ From a Public CDN?
An enterprise content delivery network (eCDN) is built specifically for delivering video inside a corporate network. A public CDN like Akamai or Cloudflare reduces latency on the public internet by caching content on edge servers near the viewer. An eCDN reduces bandwidth consumption inside the enterprise network itself, so a single live stream doesn't have to be delivered separately to every employee from an external source.
Take a live all-hands at a 5,000-person company. Without an eCDN, every employee laptop pulls the same video stream from the public CDN at the same time, multiplying WAN bandwidth usage by 5,000. Office internet connections saturate. VPN tunnels collapse. IT teams scramble to figure out what just happened. With an eCDN, the stream enters the corporate network once and gets redistributed locally, either through peer-to-peer caching between employee devices, dedicated edge appliances at each office, or multicast routing on the LAN.
The Four eCDN Delivery Models
Enterprise content delivery networks use one or more of the following architectures to optimize internal video distribution.
Multicast eCDN
Multicast routes a single stream from the source server to many receivers at the same time, using IP multicast protocols on the corporate LAN. One copy of the video moves through the network, and routers replicate the stream as it branches toward different network segments. Multicast is the most bandwidth-efficient eCDN model, but it requires multicast-enabled networking infrastructure that not every enterprise has configured.
Peer-to-peer (P2P) eCDN
P2P eCDN turns employee devices into mini-servers that share video chunks with other employees on the same network segment. The first employee on a subnet to start watching a stream caches video chunks on their device. Anyone else on that subnet who tunes in pulls chunks from that device instead of fetching them from the public CDN. P2P eCDN is software-only and works on any network, which makes it the most common deployment model for enterprises that can't configure multicast.
Edge caching eCDN (hardware appliances)
Some eCDN solutions deploy dedicated caching appliances at each office or branch location. The appliance pulls the stream once from the source and serves it to every employee on the local network. This model gives you the strongest performance guarantees but means buying and maintaining hardware at each site.
Hybrid eCDN
Most enterprise eCDN deployments combine two or more of these. A hybrid eCDN might use multicast where the network supports it, fall back to P2P on subnets that don't, and put edge appliances at the largest offices. Hybrid eCDNs give you the best balance of bandwidth efficiency, deployment flexibility, and cost.
eCDN vs Public CDN: Side-by-Side
A public CDN reduces latency on the public internet by caching content on edge servers geographically near the viewer. An eCDN reduces bandwidth on the corporate network by redistributing a single stream locally inside the enterprise. They're complementary, not alternatives.

When Does Your Organization Need an eCDN?
Not every organization needs an eCDN. The decision usually comes down to four things.
Audience size on the same network
If you regularly stream live video to more than 500 employees on the same corporate network at the same time, an eCDN gives you measurable bandwidth savings. Below that threshold, a public CDN on its own usually does the job.
Network topology
Organizations with high-bandwidth internet at every site need eCDN less than organizations with limited WAN capacity at branch offices. If you have remote offices on constrained internet links, an eCDN keeps those offices from being unable to watch internal broadcasts.
Frequency of large internal events
Companies running weekly or monthly all-hands meetings, recurring training sessions, or live executive updates get more out of an eCDN than companies that stream internal video occasionally.
Regulatory or security requirements
Some regulated industries (defense, finance, healthcare) require internal video traffic to stay inside the corporate network rather than traversing the public internet. An eCDN gives you that isolation, which matters for organizations operating in air-gapped or restricted-access environments.
What to Look for in an eCDN Solution
The architecture is one part of the picture. The other part is what to evaluate beyond it.
Start with integration. An eCDN that doesn't fit cleanly with your existing video CMS adds operational overhead nobody wants. EnterpriseTube supports integration with major eCDN providers so the eCDN can run transparently behind the video platform.
Deployment flexibility matters next. The best eCDN solutions support cloud, on-premises, and hybrid deployments, which lets you match the eCDN to whatever infrastructure constraints your organization is working with.
Observability comes after that. Bandwidth savings reports, peer-to-peer effectiveness metrics, per-site delivery statistics — these are how IT teams actually prove the eCDN is doing its job.
Security and compliance can't be skipped. Token-based access control, encrypted delivery, and audit logging are baseline requirements for any enterprise deployment.
Finally, scalability. The eCDN should handle peak audience sizes during major events without somebody having to scale it manually the day before the event.
CDN Architectures Used in Video Content Delivery Systems
These CDN models form the backbone of how a video content delivery system distributes live and on-demand video at scale.
As we have taken an overview of what CDN video streaming is, it is noteworthy that not all CDNs are created equal. In this section, we will explore the different types of live streaming CDNs available and how to choose the right one for your needs. The types are listed as follows:
- Pull CDN
- Push CDN
- P2P CDN
Pull CDN
A Pull CDN works on the principle of request-based content delivery. When the viewer sends the request for static data to the CDN server, if the CDN server doesn't have that data, it will fetch it from the original server and cache the asset on the server. Then, it sends the cached copy to the users. Since the cache on the pull CDNs is made on user request, it requires less maintenance and is optimal for live streaming.
Push CDN
Push CDN operates differently from pull CDN. They take a more hands-on approach to content delivery. Instead of waiting for user requests, website owners or administrators can choose to upload specific content they want cached on the CDN's servers. This content can be static website files like images, videos, or HTML pages.
Once uploaded, the CDN takes over. It distributes the content across its network of edge servers strategically positioned around the globe. This pre-positioning ensures the content is readily available at geographically dispersed locations, closer to potential users. When a user requests a file, the CDN checks its servers nearest to the user.
P2P CDN
P2P or peer-to-peer CDN does not work on the traditional client-server model. Instead, it uses a collaborative network of devices to deliver the content. When a user requests content, the P2P CDN breaks it down into smaller chunks. Then, it smartly identifies devices on the network that already have those chunks and takes their help for content delivery, and these devices are the peers.
These devices all share the chunks they possess with the requesting user at the same time. This parallel delivery from multiple sources significantly speeds up the download process.
Why Pull CDN Works Best for Secure Live Video Streaming?
Choosing the right CDN for live video streaming delivery can be tricky. All three types, Pull, Push, and P2P, offer advantages. However, due to some key differences, Pull CDNs tend to be the preferred choice for many organizations. Here are a few reasons:
Better User Experience
As we have already said, pull CDN works on the basis of content requests from the CDN server, which then brings content from the original server. Compared to Push CDN, users are not dependent on the host to push content, so they can have access to it. Instead, the automated pulling takes the content from the original server, caches it, and gives it to the user, ensuring a seamless user experience.
Low Time-to-Live (TTL)
TTL, which stands for Time-to-Live, is a value associated with data packets on a network that determines how long they can exist before being discarded by routers. In CDNs, TTL determines how long the content will be cached in the server before it expires.
In pull CDN, TTL is typically low as it constantly fetches updates. TTL distributes the load away from the original server, improving stability for high-traffic streams.
Requires Less Time and Effort
Pull CDNs are faster to set up because they handle content fetching automatically. You configure a few settings, and the CDN takes care of the rest. This frees you up from manual uploads and reduces the load on your original server.

For enterprise live streaming, Pull CDNs provide the best balance of scalability, control, and security without operational overhead.
How Secure Live Streaming Works with a CDN
Live streams pose unique challenges compared to traditional video content delivery. Traditionally, when viewers request a video or live stream, data travels directly from a source server to their device. This distance can lead to latency, causing delays and excessive buffering.

A single server can also become overloaded if many viewers tune in at the same time, impacting stream quality. In addition, if the server goes down entirely, the stream becomes unavailable due to this single point of failure.
CDN tackles these problems by distributing content across a geographically dispersed network of edge servers. When a live stream originates from your source server, it is uploaded to the source, or we can say the "main server." The CDN then fragments the live stream into smaller chunks. These chunks are then distributed to geographically relevant edge servers closest to your viewers.
When a viewer requests the live stream, their device's IP address is used to determine the closest edge server. The viewer's device then receives the video data directly from this nearest edge server, significantly reducing latency and buffering. Edge servers also cache frequently accessed content, further reducing latency and bandwidth usage.
The CDN also employs load balancing to distribute viewer requests across multiple edge servers. This prevents any single server from becoming overloaded during spikes in viewership. Additionally, CDNs have built-in redundancy. If an edge server experiences an outage, viewers are automatically routed to another nearby server using a fallback mechanism, ensuring stream availability.
What to Look for in a Secure CDN Live Streaming Solution?
While choosing a reliable CDN is crucial for a smooth and buffer-free live stream, how do you define success beyond technical aspects? This guide dives into key metrics that indicate a successful live stream, helping you choose a live streaming CDN that optimizes not only delivery but also user experience.
The following things need to be looked for in a CDN live streaming solution:

- Number of PoPs
- Spread of PoPs
- High availability (HA)
- Integration with video platforms
- Security-first
Number of PoPs
PoP or Point of Presence is a physical location where more than one network or device combines to form a connection for the rest of the Internet or the network.
It plays a vital role in smooth live streaming by reducing latency (delay) for viewers. They act as storage points closer to viewers, holding cached copies of the live stream. This reduces the distance data needs to travel, leading to faster loading and smoother playback.
Having more strategically placed PoPs allows the CDN to handle a larger, geographically diverse audience without sacrificing quality. Users are not dependent on just a few edge servers. Instead, the larger number of PoPs distributes the load, ensuring the CDN can effectively cater to a diverse audience.
For instance, Microsoft Azure CDN has 192 PoPs spread across 109 metro cities. These PoPs cache the content and distribute the load.
Spread of PoPs
Understanding the spread of PoPs is as crucial as prioritizing the number of PoPs. We know that when data travels long distances, it can affect the stream quality and buffering issues, so we place CDNs in between to bridge the gap.
However, even if PoP edge servers are in good numbers but are concentrated in one location, the quality of the streaming will still be affected. Therefore, it is necessary to strategically place edge servers in the world so that users all over the world can have a PoP nearby and there are no buffering and latency issues.
For instance, Akamai is one of the best CDN providers in the world, having PoPs in more than 130 countries.
High Availability (HA)
High availability means any IT infrastructure or device is to work continuously without interruption for a designated interval of time. Because of this, there will be no downtime and minimal risk of redundant failure.
High availability often comes with geographically spread PoPs. This allows the CDN to handle unexpected surges in viewers without sacrificing quality. More servers ensure everyone gets a smooth experience.
Thus, it is necessary to find a CDN that is highly available so that your live stream can be uninterrupted.
Integration with Enterprise Video Platforms
Many businesses use enterprise video platforms to stream their live video content. For businesses, there should be minimal lag and buffering to ensure that the viewer experience remains top-notch.
They need an enterprise CDN that offers flexible integration with their existing enterprise video platform. This ensures that live streams remain undisturbed, avoiding unnecessary hassles on both the organization’s and the viewer’s end.
Security-first
For internal enterprise streaming, security gaps can expose confidential data. A secure CDN adds access control layers such as token-based authentication, IP restrictions, and encrypted delivery to prevent unauthorized viewing.
Security is crucial for live-stream CDNs. Enterprises like yours use video to communicate internal messages within the company or to train their employees to perform their jobs better. This kind of video content often contains sensitive, proprietary information that needs protection at all costs. A secure CDN helps you protect your valuable content (e.g., copyrighted material) with encryption, access controls, and time-limited URLs.
Why CDN Is Critical for Live Streaming
Live streaming platforms have their unique challenges compared to traditional video-on-demand (VOD). To ensure a smooth and successful stream, a content delivery network (CDN) is essential. Here's how CDNs tackle these challenges and provide significant benefits:
Reduced Latency and Buffering
Live streams require real-time delivery of the video content. CDNs store cached copies of your stream on geographically distributed edge servers. Viewers connect to the closest edge server instead of the far-located origin server, significantly reducing the distance data needs to travel. This minimizes latency (delay) and buffering interruptions, ensuring a smooth viewing experience.
Reduced Server Load
Live streams require a good amount of bandwidth to cater to large audiences. A CDN offloads this huge influx of traffic from your original server by distributing the stream across its network. This allows your server to focus on encoding and processing the live feed, resulting in smoother performance.
Handling Traffic Spikes
Live streams can experience sudden surges in viewership. CDNs are purpose-built to handle these spikes efficiently. The distributed network can scale up or down dynamically to accommodate fluctuations in traffic, ensuring consistent stream quality for all viewers.
Reduced Bandwidth Costs
By distributing content from edge servers closer to viewers, CDNs reduce the overall distance data needs to travel. This translates to lower bandwidth costs for you compared to relying solely on your original server.
Enhanced Security
While encryption is essential, advanced video streaming CDNs provide robust security capabilities that are crucial for live streaming. This section dives into the additional layers of protection CDNs offer to safeguard your valuable content and ensure a secure viewing experience.
Mitigating DDoS Attacks: Live streams are vulnerable to Distributed Denial-of-Service (DDoS) attacks, where malicious actors flood your server with traffic, causing outages. CDNs act as a shield by absorbing and redirecting this traffic across their vast network, protecting your original server and ensuring stream availability.
Encryption in Transit (Secure Data Transmission): CDNs utilize Secure Sockets Layer (SSL)/Transport Layer Security (TLS) protocols to encrypt data transmission between the CDN and viewers. This protects your stream content from unauthorized access or interception.
Tokenizing URLs (Content Protection): CDNs can replace static URLs with tokens that expire after a short duration. This makes it more difficult for unauthorized viewers to access your live-stream content by directly linking to the URL, which has expired by the time an unauthorized attempt is made.
By addressing these critical aspects, CDNs ensure a high-quality, reliable, and secure live-streaming experience for both you and your viewers.
A CDN alone is not the solution. A video content delivery system combines CDNs, security, scalability, and platform integration to ensure reliable enterprise video delivery.
How Different Sectors Use CDN Video Streaming?
Video streaming delivery with CDNs has exploded across various industries, transforming how businesses connect with audiences. This section delves into how different sectors use CDN video streaming to achieve their unique goals. Let us have a look at a few industries that are using live streaming CDN:
Healthcare
The healthcare sector has a magnitude of live video content like consultations between doctors and patients, surgery tutorials, staff training, and much more. Their audiences are scattered throughout the world, and delays in live streaming can disrupt training or communication.
Here, CDNs enable medical professionals to stream their content without delays. Stream viewers can securely observe surgeries in high definition from remote locations, facilitating training and collaboration. Moreover, live webinars and virtual events empower patients and foster open communication.
CDNs ensure the security and reliability of these live streams, allowing healthcare professionals to provide quality care, enhance patient education, and ultimately improve patient engagement.
Education
In the education sector, CDNs enable educators to conduct classes and education sessions for students located in different parts of the world without lag and buffering.
After all, lags and buffering can create interruptions in the learning experience and can significantly hurt the goal of maximizing knowledge retention among learners. Without CDN, instructor-learner communication can also be negatively affected, thereby creating a gap between them, which, in turn, impacts learning.
CDNs ensure the smooth and reliable delivery of educational content, empowering both students and educators with no geographic barriers.
Government
The government sector is increasingly using CDN video streaming to enhance communication and outreach with the public and other entities, such as embassies, agencies, and departments. Live broadcasts of town hall meetings, public service announcements (PSAs), and educational seminars can reach audiences efficiently across the country and to their citizens around the world.
It creates transparency and engagement with citizens by providing real-time access to important information. Furthermore, CDNs play a crucial role in disaster response by enabling the secure and reliable dissemination of emergency updates and public safety information during critical times.
By ensuring high-quality, uninterrupted live streams, CDNs empower the government to strengthen communication channels, keep its citizens updated, and build stronger relationships with the people they serve.
Enterprises
Multinational corporations rely on high-quality video and interactive features for various events, including live product launches, CEO/executive meetings, and webinars for the board of directors’ meetings. Enterprises need to deliver these events seamlessly to a global yet internal audience consisting of employees.
Without CDN, businesses will face lags and occasional stops in live streams, which can affect sales, company reputation, investors, and employees. To know more about what causes occasional stops, refer to our blog on What Causes Occasional Stops in a Good Live Stream Video.
However, if they use a robust CDN, it facilitates seamless live streaming of internal meetings and training sessions, promoting remote teams' collaboration and knowledge sharing.
This translates to a more efficient and globally connected workforce. Additionally, secure delivery of internal communications and company updates via CDN keeps employees informed and engaged.

Importance of CDN Live Streaming in a Nutshell
The benefits of CDN video streaming are undeniable. From improved speed and efficiency to enhanced security and cost savings, CDNs empower organizations across various sectors to leverage live streaming for communication, education, remote workforce management, and other purposes.
By strategically distributing content across a network of edge servers, CDNs effectively address challenges like latency, buffering, and scalability. This gives a superior viewing experience for audiences worldwide, with reduced interruptions and smoother playback.
If you're looking to elevate your live streaming experience and reach a global audience, partnering with a reliable CDN provider is the key. With a CDN in place, you can ensure your viewers receive high-quality, secure, and buffer-free streams, fostering deeper engagement and maximizing the impact of your live content.
CDN Video Streaming with EnterpriseTube
CDN video streaming is essential for enterprises that can’t afford buffering, outages, or unauthorized access during live events. By delivering streams through global edge servers, a CDN reduces latency, absorbs traffic spikes, and adds security layers that protect sensitive video content.
EnterpriseTube offers CDN video streaming through extensive support for major CDNs, such as Akamai, Fastly, Amazon CloudFront, Microsoft Azure CDN, etc. This allows you to successfully deliver live video content without significant delays to a large audience. EnterpriseTube also offers a secure framework for delivering enterprise video content through encryption and time-limited URLs.
Want to try it yourself? Get a 7-day free trial today or book a demo with us!
People Also Ask
An eCDN (enterprise content delivery network) is a private content delivery layer that runs inside a corporate network to reduce WAN bandwidth use during live video events. It uses peer-to-peer caching, multicast routing, or edge appliances to deliver a single stream once and redistribute it locally to internal viewers, instead of pulling separate streams from the public internet for each employee.
A public CDN reduces latency on the public internet by caching content on edge servers near the viewer. An eCDN reduces bandwidth inside the corporate network by redistributing a single stream locally to internal viewers. Public CDNs are built for external audiences. eCDNs are built for internal corporate events. Most enterprise video deployments use both together.
Edge caching is the practice of storing copies of frequently accessed content on servers physically close to viewers. In a public CDN, edge caching happens on geographically distributed servers across the internet. In an eCDN, edge caching happens on servers or peer devices inside the corporate network, so a single video stream is fetched once and served locally to every employee.
An organization needs an eCDN when it regularly streams live video to more than 500 employees on the same corporate network at the same time, when remote offices have constrained WAN bandwidth, when large internal events are frequent, or when regulatory requirements mandate that internal video traffic stay inside the corporate network instead of traversing the public internet.
Local caching means storing video content on a server or device inside the corporate network so internal viewers don't have to fetch it from the public internet each time they watch. Local caching is the foundational mechanism behind eCDN. By caching video locally, the eCDN ensures one fetch from the public source serves many internal viewers, reducing WAN bandwidth use.
A CDN (content delivery network) is a network of geographically distributed servers that deliver web content, including video, from the location closest to each viewer. By caching content at edge servers around the world, a CDN reduces latency, prevents buffering, and offloads traffic from the origin server. CDNs are essential for delivering live video and on-demand video at scale.
A video content delivery system is the infrastructure that delivers video from source to viewer reliably and securely at scale. It combines content delivery networks (CDNs), edge servers, caching, load balancing, encoding, and security controls to minimize latency, prevent buffering, and protect content. For enterprise use, it typically includes both a public CDN for external delivery and an eCDN for internal corporate distribution.
A CDN is the delivery layer of a video content delivery system. It distributes video content from the origin server to edge servers near viewers, reducing latency and bandwidth load on the source. The video content delivery system surrounds the CDN with encoding, security, analytics, and platform integration so video reaches viewers in the right format, at the right quality, with the right access controls.
Use a CDN when you stream video to a geographically distributed audience and need to reduce buffering, prevent server overload during traffic spikes, lower bandwidth costs, and protect against DDoS attacks. CDNs improve playback quality by serving content from the edge server closest to each viewer. Without a CDN, large-scale live streaming is unreliable for audiences outside your origin server's region.
CDN video streaming is the delivery of live or on-demand video through a content delivery network. By serving video from the edge server closest to each viewer, CDN video streaming reduces latency, prevents buffering, and keeps streams stable during traffic spikes. It's how platforms like Netflix, Twitch, and enterprise video systems deliver high-quality video to large, geographically distributed audiences.
Yes, when configured correctly. CDNs use SSL/TLS encryption to protect data in transit, token-based authentication to control access, time-limited URLs to prevent unauthorized link sharing, and DDoS mitigation to protect against attacks. For internal enterprise streams that require additional protection, an eCDN keeps sensitive video traffic inside the corporate network without traversing the public internet.
CDN live streaming is the delivery of live video events through a content delivery network. The live stream is fragmented into small chunks at the source, distributed to edge servers near viewers, and served from the closest edge to each user's device. This reduces real-time latency, prevents buffering during traffic spikes, and keeps the stream stable when audiences scale into the thousands.
Yes. CDNs reduce the distance video data travels to mobile devices by serving streams from the edge server geographically closest to each viewer. Combined with adaptive bitrate streaming, CDNs let mobile players adjust video quality in real time based on signal strength and network speed, preventing buffering on slow connections while delivering full quality on fast ones.
CDN video streaming is suitable for internal enterprise events, but most large enterprises pair a public CDN with an eCDN. The public CDN handles external delivery, while the eCDN reduces internal WAN bandwidth use by redistributing a single stream locally inside the corporate network. For events with more than 500 simultaneous internal viewers on the same network, an eCDN is usually necessary.
A modern video content delivery system is secure when it combines encryption in transit (TLS 1.2/1.3), access controls (SSO, role-based permissions, IP restrictions), token-based authentication for content URLs, audit logging, and DDoS mitigation. Enterprise video content delivery systems also support encryption at rest, geographic restrictions, and integration with corporate identity providers to meet compliance requirements like HIPAA, SOC 2, and GDPR.
A CDN is one component of a video content delivery system. The CDN handles network distribution, delivering video from edge servers near viewers. A video content delivery system is the broader infrastructure that includes the CDN plus encoding, transcoding, security controls, analytics, access management, and platform integration. The CDN delivers the video. The video content delivery system manages, secures, and orchestrates everything around it.
About the Author
Rafey Iqbal
Rafey Iqbal is a Product Marketing Analyst at VIDIZMO specializing in enterprise video, digital evidence management, and AI redaction technology. He translates complex product capabilities into sharp, practical content that speaks directly to IT leaders, compliance officers, and operations teams.
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