Turn video archives into reviewable outputs
Composer helps teams search large video libraries, collect the right moments, build first drafts, and package outputs without replacing the systems they already use.
Core capabilities
Composer follows the work archive teams already do: find, review, assemble, approve, and hand off.
Search and review
Index large video libraries and retrieve specific moments with natural-language search, timestamped results, and human review.
Create first drafts
Turn found moments into summaries, highlight candidates, recap drafts, and clip packages that people can approve.
Keep editors in control
Run archive-to-output workflows with review checkpoints, audit trails, and deployment options that fit high-trust environments.
System capabilities
Built for archive-heavy teams that need trustworthy retrieval, source-grounded outputs, controlled rollout, and deployment options that match real operating constraints.
Fits existing archive stacks
Work with current storage, editorial, and metadata systems instead of forcing a full stack replacement.
Model-flexible architecture
Use the right models for retrieval, summarization, or clipping while keeping the workflow layer stable.
Metadata and retrieval backbone
Build a searchable index with transcripts, visual metadata, and structured context for downstream workflows.
Workflow rules where needed
Add the handoff logic, review gates, and transformations each workflow needs without rebuilding the whole stack.
Structured outputs
Package summaries, clip manifests, and downstream handoff data in formats teams can actually use.
Controlled rollout
Start with one use case, validate it with real users, then widen scope only when the workflow proves itself.
Reusable workflow patterns
Apply the same archive-to-reuse foundations across recap, highlight, packaging, and editorial support workflows.
Customer-controlled deployment
Deploy in customer-managed AWS environments when governance, privacy, or operational control require it.
Deployment options
Run Composer as a managed service or deploy it into your own AWS environment when governance, privacy, and control matter.
Managed Cloud
Hosted on AWS in the US region and fully managed by Pixel ML. Best for teams that want to start quickly.
Enterprise (customer cloud)
Deployed into customer cloud environments. Data stays in your infrastructure with full operational control.
AWS Marketplace
Use Pixel ML's AWS Marketplace listing when your buying process needs that procurement path.
Engagement models
Different ways to start, buy, and expand Composer without losing workflow discipline.
Scoped Engagements
Scoped engagementBuilt around one serious workflow: archive reuse, investigation, editorial review, or another narrow validation project.
Enterprise Program
AnnualFull system access with dedicated support, SLAs, and custom integrations for teams building on Agentic Video long term.
Customer-Deployed AWS
CustomCustomer-controlled deployment for workflows that need specific architecture and data residency requirements.
Start with Composer
Bring us one archive workflow, a sample of the footage, and the handoff you need.