
Muzaic.ai is a browser-based tool that scores video automatically. You give it a cut (or a folder of cuts); it returns a finished audio mix — music, SFX, ambience and voiceover as separate layers — mastered to broadcast spec, in roughly 30 seconds per clip.
What it actually does
The pipeline runs in four stages. First it analyses the video: scenes, objects, pacing, colour and sentiment. From that it builds an audio plan and commits each concept to a clear direction (the site's example: a string quartet under a battle scene) rather than averaging toward something inoffensive. Then it composes every layer to fit the picture and the other layers — SFX land on the action, ambience ducks under speech, the voiceover is drafted from your brief rather than read out. Finally it mixes and masters the result. Existing audio in the source can be kept, replaced or mixed under.
Output is three concepts per clip, exported as MP3 or WAV. Layer balance is adjusted inside Muzaic before export; the deliverable is the finished mix, not separate stems.
The commercial angle
Pricing is metered in minutes of finished audio, not per track or per download; downloads are unlimited. Personal is free for 10 minutes a month, non-commercial only. Creator ($45/month) covers your own brand and paid ads. Studio ($249/month) is for agencies: the licence travels to the client and the legal cover extends to them too. Enterprise adds TV, radio, cinema and OOH, plus a custom contract, DPA and SLA.
What it is not
It is not a music-generation toy. The free tier exists to test the workflow on your own footage; nothing from it may be published. The target user is a team producing hundreds of ad variants a month, where the audio step is the bottleneck.
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Iris provides integration-ready identity and cyber protection solutions that help organizations add powerful customer security capabilities directly into their existing products — without building from scratch. Designed for modern digital platforms, Iris makes it easy to embed identity protection into apps, portals, and customer experiences at scale.
Identity Protection API
Iris’ API suite delivers a multitude of protection solutions—including dark web monitoring & alerts, credit services, risk assessment tools, device protection, and more—into your platform. Teams can fully control the user experience, data flows, and customer journeys while leveraging Iris’ underlying technology and data aggregation.
Micro-Experiences
Prebuilt, customizable UI components that can be embedded directly into your application. These lightweight modules allow teams to quickly deploy identity protection features — such as alerts, dashboards, and monitoring tools — with minimal development effort.
Built for flexibility, Iris supports multiple integration approaches, enrollment methods, and data handling models, so organizations can choose how information flows between users, their systems, and Iris. The platform is designed to scale across large user bases while maintaining strong security and performance standards.
By making identity protection a native part of the user experience, Iris helps organizations increase engagement, strengthen trust, and deliver meaningful, always-on protection to their customers.
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Defold
Defold is a versatile and free game engine that is open-source and tailored for efficient cross-platform game creation. It is ready to use immediately after download, eliminating the need for any preliminary setup or configuration, which empowers developers to dive straight into their projects. This engine boasts an array of tools, including a visual editor, a code editor, Lua scripting capabilities, a Lua debugger, a scene editor, a particle editor, and a tilemap editor, all of which cater to both 2D and 3D game development. By utilizing a unified codebase and avoiding the necessity for additional external tools, Defold facilitates the seamless publishing of games across prominent platforms such as PlayStation5, PlayStation4, Nintendo Switch, Android, iOS, macOS, Linux, Windows, Steam, HTML5, and Facebook. The engine features a component-based architecture for game development, enabling developers to construct intricate behaviors from simple building blocks while implementing game logic through Lua. Additionally, developers have the option to enhance their projects by accessing new features from the asset portal, establishing a local build environment for customization, or integrating native code to further expand the engine's capabilities, thus fostering an adaptable and robust development experience. This flexibility makes Defold an appealing choice for both novice and seasoned developers alike.
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Yade
Yade is a versatile and open-source framework aimed at discrete numerical modeling, particularly utilizing the Discrete Element Method. The core computational components are developed in C++, leveraging a flexible object model that facilitates the standalone implementation of new algorithms and interfaces. Meanwhile, Python serves as the language for quick and efficient construction of scenes, control of simulations, postprocessing tasks, and debugging processes. This framework is particularly suited for researchers and engineers who require the ability to create, execute, analyze, adjust, and expand particle-based simulations through scripts, interactive commands, graphical interfaces, and reusable simulation elements. Users can construct simulations using specialized generators or directly through Python scripts, offering considerable freedom in developing custom models, importing geometries, reusing code, and managing the entire simulation loop. Each simulation is represented as a scene that encompasses bodies, interactions, and the forces resulting from them, with the bodies characterized by their geometry, material properties, and state variables. Additionally, Yade's architecture promotes collaboration and sharing of advancements within the research community, enabling continuous improvement of simulation techniques.
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