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Echosaw How It Works

Echosaw replaces manual media handling with automated analysis—so humans are no longer the bottleneck. It is available as both a hosted SaaS and a deployable Agent.

Same engine. Same outputs. Different deployment model.

Platform

Echosaw SaaS - delivers decision-ready, searchable signals from video, audio, and images—at enterprise scale, eliminating manual media handling. Echosaw ingests complex media, analyzes it using deterministic AI workflows, and produces structured, actionable intelligence. Built for production, not experiments, Echosaw integrates seamlessly into your existing systems, removing the human bottleneck and enabling confident, downstream action not demos. Access Echosaw programmatically via REST API for automated workflows. Connect the Echosaw remote MCP server at https://mcp.echosaw.com to let AI agents interact with Echosaw as a native tool — no installation required.

Echosaw Agent - deploys directly into your AWS account. Your media, results, and infrastructure stay entirely within your environment—not ours. A licensed runtime with CDK templates, versioned updates, security patches, and unlimited internal usage. You cover your own AWS costs. Starting at $4,000/mo. Optional add-ons for priority support, custom integrations, record/object/vector persistence, and deeper compliance/governance alignment. The Agent exposes the same REST API and MCP interfaces within your environment for internal automation and AI agent integration.

SaaS

Upload
Upload
Upload your video, audio, or images through our secure, enterprise-grade pipeline—no manual prep required. Or submit programmatically via API or MCP at https://mcp.echosaw.com — no UI or installation required.
Analyze
Analyze
Our multi-layer AI processes the media end-to-end:
  • Visual & content labeling
  • Language & signal extraction
  • Contextual synthesis
  • Risk detection, relevance scoring, metadata extraction
  • Query processing status in real time via API or MCP
Report
Deliver
You receive structured, downloadable intelligence reports—fully searchable, exportable, audit-ready for storage, integration, or action, compliance, governance or seamless automation. Access structured outputs via API or MCP for direct consumption by AI tools, pipelines, or downstream systems.

Developer & Agent Access

Echosaw exposes intelligence programmatically through a secure REST API and full MCP (Model Context Protocol) compatibility—enabling AI agents to treat Echosaw as a native tool for media understanding. All subscription plans include API and MCP access.

API Reference → | MCP Integration →

Signals

What Echosaw Does

Echosaw ingests complex media and produces intelligence you can actually use:

Information icon representing Echosaw capabilities
  • Detects and classifies sensitive, risky, or noteworthy content
  • Extracts meaning, context, and signal from long-form media
  • Produces searchable outputs for storage, integration, audit, or automation
  • Operates reliably across single files or high-volume pipelines

This is not “watch and summarize.” This is machine-driven understanding.

Production, Not Experiments

Echosaw is engineered for environments where accuracy, traceability, and scale matter:

Shield icon representing production-grade security and reliability
  • Deterministic analysis workflows
  • Explainable results with retained context
  • Cloud-native, horizontally scalable architecture
  • Integrates via standard REST API and Model Context Protocol (MCP)
  • MCP-compatible for AI agent and LLM tool integration

If your organization touches media at scale, Echosaw removes the human bottleneck.

Where Echosaw Fits

Echosaw applies anywhere media creates risk, cost, or delay:

Globe icon representing global applications and use cases
  • Media analysis and moderation
  • Investigations and incident analysis
  • Compliance and governance workflows
  • Content intelligence and triage
  • Internal or external media pipelines

The use cases differ. The problem is the same: too much media, not enough time.

Why Echosaw Exists

Humans are still doing work machines should have replaced years ago. Echosaw exists to:

Aperture icon representing focus and precision in media analysis
  • Eliminate repetitive media review
  • Reduce operational drag
  • Surface insight earlier
  • Enable confident downstream decisions

Echosaw does not replace judgment. Echosaw replaces the wasted effort before judgment begins.

SaaS vs Agent — Comparison

CapabilityEchosaw SaaSEchosaw Agent
DeploymentEchosaw-managed (hosted)Customer AWS account
PricingSubscription plus usageMonthly license
Data locationEchosaw-managed storageCustomer-owned
AWS costsIncludedPaid by customer
RetentionTime-limitedCustomer-defined
CustomizationStandardAvailable
Best forFast, ad-hoc useRegulated / scaled use
API AccessIncluded (RESTful endpoints)Included + customizable in your environment
MCP SupportStandard integrationCustomer-hosted MCP server option
Developers: API Reference|MCP Integration Guide
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