Memories.ai

Memories.ai

Memories.ai is an AI video analysis platform that gives software long-term visual memory, letting teams search, summarize, and act on video libraries via API.

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Last Updated Oct 22, 2026
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About

Memories.ai is a video intelligence platform built around what the company calls multimodal memory infrastructure: software that can watch video, retain what it saw, and take actions based on it. The company addresses a gap in general-purpose AI models, which typically process short clips and forget everything afterward. Its core technology, the Large Visual Memory Model (LVMM), converts raw footage into structured, searchable knowledge that persists across an entire video library rather than a single file.

The platform is exposed through two main APIs: a Video Intelligence API for captioning, streaming understanding, and human re-identification, and a Visual Search API for hosting, indexing, and searching video at scale. Memories.ai was founded in 2023 and traces its origins to research at Cambridge, with a team the company describes as including former scientists from Meta, Google, and Nvidia. It publishes peer-reviewed papers on its research page and maintains open-source agents and SDKs on GitHub.

Key Features

Large Visual Memory Model (LVMM): A proprietary architecture that extracts scenes, speech, on-screen text, objects, and key moments from video, and keeps them in persistent memory across clips and libraries.
Video Intelligence API: Combines captioning, streaming video understanding, and human re-identification in a single API for teams that need immediate answers about specific footage.
Visual Search API: Hosts, indexes, and searches video at scale, supporting natural-language queries to locate exact moments across large libraries.
Wide platform support: Analyzes video from more than 20 sources, including YouTube, TikTok, Instagram, X/Twitter, Vimeo, Twitch, and direct uploads in common formats such as MP4, MOV, AVI, and WebM.
Fast processing: The company states a one-hour video is analyzed in under two minutes, producing timestamped transcripts, scene detection, OCR text, and structured summaries.
Agent capabilities: Agents built on the visual memory layer can complete end-to-end tasks such as auto-tagging libraries, flagging safety incidents as they happen, and semantic video editing based on natural-language instructions.
Flexible deployment: Runs at the edge, on-premise, or in the cloud, with on-device AI deployment options for hardware partners.

Pricing & Fees

  • Pricing: Usage-based, with no seat licenses or per-user fees. Examples include text-memory search at $0.10 per 1,000 searches, storage at $0.03 per GB-month, transcription from $0.15 to $0.39 per hour, and video embedding at $0.002 per second. Subscription tiers include a free plan with 100 credits per month and a Plus plan at $15/month (annual) or $20/month (monthly) with 5,000 credits.
  • Enterprise certification: The company states it holds SOC 2 Type II certification.
  • Industry solutions: Dedicated offerings for Media & Entertainment (searchable archives, real-time clips), Security & Safety (real-time detection, cross-camera re-identification), and Robotics & Physical AI (visual memory for robots and wearables).
  • Research-backed: The team publishes peer-reviewed work such as MAGIC-Video, SpatialMem, and OmniRetriever, and runs a research fellowship program.
  • Open-source presence: SDKs and agents are available on the company's GitHub organization.

Who It's For

Memories.ai serves teams building products that must understand and remember video over long periods. Typical users include media and entertainment companies needing searchable archives and real-time clip retrieval, security operations requiring real-time detection and cross-camera re-identification, and robotics or wearable developers adding visual memory to physical AI systems. It also fits platform engineers integrating video search or Q&A into consumer products, marketing teams analyzing brand and competitor video, sports analytics staff reviewing game footage, and device OEMs deploying on-device visual AI. A free tier makes it approachable for individual creators, while usage-based APIs and enterprise deployment options serve larger organizations.

FAQ

What is Memories.ai?Memories.ai is an AI video analysis platform that provides persistent visual memory for machines, letting software understand, index, search, and act on video content through APIs.

How much does Memories.ai cost?Pricing is usage-based; there is a free plan with 100 credits per month, a Plus plan at $15–$20 per month, per-use API rates (for example, $0.10 per 1,000 searches), and custom enterprise pricing.

Which video platforms and formats does Memories.ai support?It supports more than 20 sources, including YouTube, TikTok, Instagram, Vimeo, Twitch, and X/Twitter, plus direct uploads in formats such as MP4, MOV, AVI, and WebM.

How does Memories.ai differ from a general-purpose LLM?Unlike standard LLMs with limited video context windows, Memories.ai's LVMM architecture maintains memory across entire video libraries, so it can recall and connect information from many videos over time.

Where can Memories.ai be deployed, and is it secure?The platform runs at the edge, on-premise, or in the cloud, and the company states it is SOC 2 Type II certified.