Category: MLOps & Deployment

Error Rewriting

Post author By EfficiencyAI
Post date 5 June 2025
Categories In Artificial Intelligence, MLOps & Deployment, Model Optimisation Techniques

Error rewriting is the process of changing or transforming error messages produced by a computer program or system. This is usually done to make errors easier to understand, more helpful, or more secure by hiding technical details. Developers use error rewriting to ensure users or other systems receive clear and actionable information when something goes…

Flow Maintenance

Post author By EfficiencyAI
Post date 5 June 2025
Categories In AI Infrastructure, Automation Technologies, MLOps & Deployment

Flow maintenance refers to the ongoing process of keeping a system, pipeline, or workflow running smoothly without interruptions. This involves regular checks, cleaning, adjustments, and repairs to prevent blockages or slowdowns. Effective flow maintenance ensures that materials, data, or tasks continue moving efficiently from start to finish.

Model Quotas

Post author By EfficiencyAI
Post date 5 June 2025
Categories In AI Infrastructure, Artificial Intelligence, MLOps & Deployment

Model quotas are limits set on how much a user or application can use a specific machine learning model or service. These restrictions help manage resources, prevent overuse, and ensure fair access for all users. Quotas can be defined by the number of requests, processing time, or the amount of data processed within a set…

Notification Relay

Post author By EfficiencyAI
Post date 5 June 2025
Categories In API Management, Automation Technologies, MLOps & Deployment

Notification relay is a process or system that forwards notifications from one device, service, or application to another. It enables messages, alerts, or reminders to be shared across multiple platforms, ensuring that users receive important information wherever they are. Notification relay helps keep users informed without having to check each individual service separately.

Ticket Logging

Post author By EfficiencyAI
Post date 5 June 2025
Categories In AI Governance, Automation Technologies, MLOps & Deployment

Ticket logging is the process of recording and tracking requests, issues, or tasks that need to be addressed, usually within an organisation or service team. Each ticket contains details such as the problem description, who reported it, when it was reported, and its current status. This helps teams manage workloads, prioritise tasks, and ensure nothing…

Webhooks Setup

Post author By EfficiencyAI
Post date 5 June 2025
Categories In AI Infrastructure, API Management, MLOps & Deployment

Webhooks setup is the process of configuring your application or service to receive automatic notifications when certain events occur elsewhere. Instead of constantly checking for updates, webhooks allow systems to send information directly to a specified URL as soon as something happens. This setup typically involves providing a web address to which the notifications will…

API Calling

Post author By EfficiencyAI
Post date 5 June 2025
Categories In AI Infrastructure, API Management, MLOps & Deployment

API calling is the process where one software application requests information or services from another application using an Application Programming Interface, or API. This allows different programs to communicate and share data automatically, without manual input. API calls are used to fetch, send, or update information between systems, making it easier to build connected software…

Tool Access

Post author By EfficiencyAI
Post date 5 June 2025
Categories In AI Infrastructure, MLOps & Deployment, Technology Strategy

Tool access refers to the ability to use and interact with specific software, applications, or digital tools. It can involve having the necessary permissions, credentials, or interfaces to operate a tool and perform tasks. Tool access is often managed to ensure only authorised users can use certain features or data, keeping systems secure and organised.

Deployment Tokens

Post author By EfficiencyAI
Post date 5 June 2025
Categories In AI Infrastructure, Digital Tokens, MLOps & Deployment

Deployment tokens are special credentials that allow automated systems or applications to access specific resources or services, usually for the purpose of deploying code or software updates. They are designed to be used by machines, not people, and often have limited permissions to reduce security risks. By using deployment tokens, organisations can control and monitor…

Traffic Routing

Post author By EfficiencyAI
Post date 5 June 2025
Categories In AI Infrastructure, Autonomous Systems, MLOps & Deployment

Traffic routing is the process of directing data or user requests along specific paths within a network or between servers. It ensures that information travels efficiently from its source to its destination, helping to balance loads and avoid congestion. This technique is essential for maintaining fast and reliable user experiences on websites, apps, and other…