How Mixpeek Works
Your unstructured data already contains the structure you need. Mixpeek finds it: point it at the storage you already have, and video, images, audio, and documents become a knowledge model that gets better every time you use it.
From raw files to a knowledge model that compounds
Today you solve unstructured data with tagging teams and hand-built ontologies that go stale the moment your content changes. Mixpeek learns your data's structure directly, in five stages:
Decomposed into features that matter
Every object becomes the specific signals you care about: faces, scenes, transcripts, on-screen text, layout. Not one generic embedding, but layers of depth.
Feature extractors →→Structure emerges on its own
Content that belongs together clusters together. Richer features reveal richer structure, so you get a natural hierarchy, not a flat pile of tags.
Clusters →→Relationships are live logic
Connections between groups are defined by retrievers: queryable, multi-stage logic, not hand-drawn lines in a diagram.
Retrievers →→A taxonomy built from your data
Not a static org chart: a knowledge model that emerges from the content itself, organized around what your business actually cares about.
Taxonomies →→And it compounds
Every search, correction, and downstream use sharpens the features, clusters, and relationships. Your competitors' metadata decays. Yours compounds.
See the loop in production →The taxonomy your team would spend years hand-building, except it emerges from your data, stays current automatically, and gets better every time you use it. Also here: connectors, recipes, and the live showcase.
Capability Spec Sheets
46 technical specifications for evaluators and decision makers
What are Capabilities?
Capabilities are buyer-grade specification sheets that combine technical architecture, evaluation criteria, and proof points. They're designed for technical buyers, evaluators, and security reviewers who need comprehensive information to make decisions.
Technical Depth
Each capability includes architecture diagrams, evaluation criteria, integration details, and comparison frameworks. No marketing fluff, just technical specs.
Decision Support
Understand what breaks without it, who feels the pain, and when to use alternatives. Capabilities help you make informed build-vs-buy decisions.
Proof & Evidence
Links to GitHub repos, demos, benchmarks, and videos. Everything you need to evaluate the capability with your own data.