How it works

From media file to structured output,
in four steps.

Presentr Analyze connects your content sources to processing pipelines and delivers structured results wherever you need them — automatically, repeatably, at scale.

Source
Template
Run
Review
Destination
Step 01

Connect a Source

A source tells Analyze where your content lives. Configure it once and reuse it across as many runs as you need.

RSS feeds — auto-ingest new episodes as they publish
File upload — drop in audio, video, or documents directly
HTTP / URL — pull from any publicly accessible media URL
Cloud storage — connect S3, GCS, or other storage buckets
API / webhook — push content programmatically into a run
Source types
RSS Feed
Automatically pull new items as they appear in your feed.
File Upload
Drop in audio, video, PDF, or document files.
URL / HTTP
Pull from any accessible media or document URL.
API / Webhook
Trigger runs programmatically from your own systems.
Step 02

Process with a Template

Templates define what happens to your content — which analysis steps run, in what order, and with what configuration. Build one template and apply it to hundreds of runs.

Combine multiple analysis steps into a single reusable template
Apply the same template across different sources and runs
Configure step-level options like language, detail level, and output format
Templates version independently from your runs
Analysis steps
01
Transcription
Convert audio or video speech to timestamped text.
02
Ad marker detection
Identify natural ad break opportunities automatically.
03
Chaptering
Segment content into titled, time-coded chapters.
04
Content analysis
Extract topics, sentiment, entities, and key moments.
05
Summary
Generate structured summaries at configurable detail levels.
Step 03

Run it and review results

A run combines a source item and a template to produce reviewable results. Inspect transcripts, markers, chapters, and other artifacts before anything gets delivered downstream.

Each run is a single execution of a source item through a template
Results are immediately reviewable in the app — no waiting for export
Approve, adjust, or reject before anything is delivered
Full run history with status, logs, and artifact links
Run lifecycle
Queued
Run is waiting to be picked up by the worker.
Processing
Analysis steps are executing in the pipeline.
Ready for review
Results are available — inspect before delivery.
Delivered
Approved results sent to the destination.
Failed
Something went wrong — logs available for diagnosis.
Step 04

Deliver to a Destination

Destinations define where finalized results go. Once a run is reviewed and approved, Analyze automatically pushes structured outputs to the right place — no manual export needed.

Webhook — POST structured JSON to any endpoint
Cloud storage — write artifacts to S3 or compatible storage
API integration — push to external platforms automatically
Dashboard — view and download results directly in the app
Destination types
Webhook
POST structured results to any HTTPS endpoint.
Cloud Storage
Write output files to S3 or compatible buckets.
API Integration
Push results directly to external platforms.
In-app dashboard
Review, download, and manage results in Analyze.
Tie it all together with Pipelines

A pipeline links a source, a template, and a destination into a single reusable workflow. Run the same pipeline on every new episode, upload, or asset — consistently, every time.

Ready to build your first pipeline?
Set up a source, pick a template, and your first run takes minutes.