Platform Evaluation — Multi Media LLC

Build your media platform
on Cloudflare's
global network

This evaluation demonstrates how Cloudflare's developer platform — Stream, Images, R2, Workers, Pages, Workers AI, Durable Objects, and Browser Run — can power every layer of Multi Media LLC's infrastructure: from video delivery and asset storage to stateful AI agents and automated client deliverables.

330+ Cities worldwide
$0 Egress fees on R2
50 ms Median Worker latency
50+ AI models on Workers AI

The products that matter for Multi Media LLC

Eight tightly integrated products — no third-party stitching required. Each one maps directly to a core operational need.

Object Storage

Cloudflare R2

S3-compatible object storage with zero egress fees. Store raw footage, rendered exports, audio files, project archives, and podcast episodes without worrying about bandwidth bills. Works natively with Workers bindings and integrates with Stream and Images.

$0 egress — S3 prices without the exit tax
S3-compatible API — drop-in replacement
Location hints for data residency
Public & private bucket support
Multi Media LLC fit: Store raw footage, audio masters, and project archives at scale. Eliminate S3 egress charges when Workers or Stream pull assets for delivery.

Image Optimization

Cloudflare Images

Dynamically resize, optimize, crop, and convert images at the edge — no manual variant generation. Serve WebP or AVIF to supported browsers automatically. Bring your own R2 bucket or use fully managed hosted storage.

Real-time resize & crop via URL params
Auto WebP / AVIF conversion
Predefined variants for consistent sizing
Works with R2 or any origin
Transform on the fly via URL
// Resize + convert to WebP in one URL
/cdn-cgi/image/width=1200,format=webp
/r2/shoots/campaign-hero.jpg
Multi Media LLC fit: Serve thumbnails, hero images, and portfolio galleries at any size without pre-generating variants. One source image, infinite outputs.

Edge Compute

Cloudflare Workers

Serverless JavaScript/TypeScript runtime deployed across 330+ cities in milliseconds. Write API logic, authentication handlers, webhook processors, and background jobs — with native bindings to R2, D1, KV, Stream, and Workers AI. No servers, no ops, pay only for what you use.

JS, TypeScript, Python, Rust support
Runs at the edge — <50ms median latency
Cron triggers & Queues for async jobs
Bindings to every Cloudflare product
Stream + R2 in a single Worker
export default {
  async fetch(req, env) {
    // Verify token, then stream from R2
    const asset = await env.MEDIA_BUCKET
      .get('footage/raw/shoot-42.mp4');
    return new Response(asset.body);
  }
};
Multi Media LLC fit: Gate premium video content, handle upload webhooks, transcode job routing, and serve personalized media feeds — all at the edge, close to your audience.

Frontend Deployment

Cloudflare Pages

Git-connected full-stack deployment on Cloudflare's CDN. Push to GitHub, get a global deployment in seconds. Pages Functions let you run server-side logic alongside your frontend with the same Workers runtime — so your Next.js or SvelteKit app has one unified deployment target.

Git push → global deploy in seconds
Preview deployments per branch/PR
Pages Functions — full Workers runtime
Instant rollback to any prior deployment
Multi Media LLC fit: Deploy your client portal, video platform UI, and marketing site with zero-config, globally cached frontend hosting — with Workers-powered server functions built in.

AI Inference

Workers AI

Run 50+ open-source ML models on serverless GPUs — no GPU provisioning, no model hosting overhead. Generate transcripts, auto-caption videos, classify content, generate image descriptions, or build an AI-powered search index for your media library. Pay per inference, not per hour.

50+ models: LLMs, image, speech, vision
Whisper for auto video transcription
Vectorize integration for semantic search
Runs inside Workers — no separate service
Auto-transcribe a video upload
const transcript = await env.AI.run(
  '@cf/openai/whisper',
  { audio: audioBuffer }
);
// Store to D1, surface in your UI
await env.DB.prepare(
  'INSERT INTO transcripts VALUES (?,?)'
).bind(videoId, transcript.text).run();
Multi Media LLC fit: Auto-generate captions and transcripts for every video upload, enable full-text search across your media library, and classify content — without managing a single GPU.

Stateful Compute

Durable Objects

Each Durable Object is a globally-unique, named unit of compute with strongly consistent storage co-located alongside it. Unlike regular Workers, they maintain in-memory state between requests and coordinate across multiple clients — making them the backbone of AI agents, real-time collaboration, live notifications, and review workflows that span sessions.

Globally unique, named object instances
Strongly consistent SQLite storage built in
WebSocket hibernation for real-time at scale
Alarms API for scheduled future compute
Foundation for Cloudflare AI Agents SDK
Stateful review agent per project
export class ReviewAgent {
  constructor(state, env) {
    this.state = state; // persistent SQLite
  }
  async fetch(req) {
    const { action, note } = await req.json();
    await this.state.storage.put('status', action);
    // Notify all connected clients via WS
    this.broadcast({ action, note });
  }
}
Multi Media LLC fit: Power a stateful review agent for each project — one Durable Object per client engagement tracks approval status, live comments, and version history with zero external database.

Browser Automation

Browser Run

Run headless Chrome on Cloudflare's global network — no browser infrastructure to manage. Capture screenshots, generate PDFs, scrape structured data, and run full Puppeteer or Playwright scripts from inside a Worker. Pair with Durable Objects to persist sessions across requests and cut cold-start time. Supports AI-powered browsing via Playwright MCP and Stagehand.

Screenshots, PDFs, scraping via Quick Actions
Full Puppeteer & Playwright support
AI-driven browsing with Stagehand / MCP
Session reuse via Durable Objects binding
Scales to thousands of parallel browsers
Generate a PDF proof via Quick Actions
// One HTTP request — no browser to manage
const pdf = await fetch(
  'https://api.cloudflare.com/client/v4/accounts'
  + '/{id}/browser-run/pdf',
  {
    method: 'POST',
    body: JSON.stringify({ url: proofPageUrl }),
    headers: { 'Authorization': 'Bearer TOKEN' }
  }
);
Multi Media LLC fit: Auto-generate PDF proofs and approval packets for every client deliverable, capture pixel-perfect screenshots of storyboards, and run QA checks on your client portal — all triggered from Workers.

How the pieces connect

A complete media delivery pipeline — from creator upload to end-user playback — built entirely on Cloudflare's developer platform.

Creator / Editor
Direct Upload
Cloudflare Stream
Stores Raw / Encodes
R2 Storage
Workers Edge Logic Auth · Routing · Webhooks · APIs
Workers AI Transcription · Captions · Search
Cloudflare Images Thumbnails · Resize · WebP
Durable Objects Review State · Agents · WS
Browser Run PDF Proofs · Screenshots · QA
Pages — Client Portal & Site
Serves
Viewer / Client
1
Creator uploads directly to Stream or R2 — no traffic through your own servers, no bandwidth cost on your infrastructure.
2
Workers handle auth and routing at the edge — validate tokens, enforce access control, and trigger Workers AI for automatic transcription on every new upload.
3
Images auto-optimizes thumbnails and posters — serve perfectly sized, next-gen format images to any device with one source file in R2.
4
Pages deploys your client-facing frontend — git-push to deploy, instant global CDN, instant rollback, and Pages Functions share the same Workers runtime.
5
Durable Objects hold per-project review state — one named object per client engagement maintains approval status, version history, and live WebSocket connections for real-time collaboration and AI agent memory.
6
Browser Run generates PDF proofs automatically — Workers trigger headless Chrome sessions on upload to capture pixel-perfect PDFs and screenshots, stored back to R2 with no manual export step.

What you can build

Concrete workflows mapped to your operations — with the Cloudflare products that power each one.

Live Production

Live event streaming at scale

Broadcast live events, concerts, or conferences directly through Stream. Adaptive bitrate delivery via Cloudflare's global network means buffering-free playback for viewers anywhere. Signed URLs gate access for ticket holders — no extra auth service required.

Stream Workers
LIVE
14,200concurrent viewers
99.99%uptime SLA
Viewer concurrency — tonight's event
Asset Management

Zero-egress media archive

Move your raw footage, audio masters, and project exports to R2. Access them from Workers or serve them through Stream without paying per-GB egress charges that stack up fast on AWS S3 or GCS. Keep your data in the region that makes sense for your team.

R2 Workers
raw-footage/ 1.4 TB
audio-masters/ 340 GB
exports/ 890 GB
AWS S3 egress $234 / mo
R2 egress $0
AI Workflows

Automatic transcription & search

Every video uploaded to Stream can trigger a Worker that calls Workers AI's Whisper model. The resulting transcript is stored in D1, making your entire video library full-text searchable. Generate closed captions for accessibility compliance without a separate transcription service.

Workers AI Workers Stream
Workers AI — Whisper Transcription
00:00:04 Welcome to the Multi Media quarterly showcase...
00:00:12 Today we're presenting three brand films produced...
00:00:21 for clients in the entertainment industry|
Client Portal

Branded delivery portal on Pages

Deploy a client-facing portal where your customers review deliverables, approve cuts, and download final assets — all served from Cloudflare Pages with Pages Functions handling auth and access logic. Git-connected deploys mean your team ships features without a DevOps bottleneck.

Pages Workers R2
portal.multimediallc.com
Under Review Brand Film v3 — Acme Corp
Deployed via git push · 8s ago
AI Agents

Stateful review agents with Durable Objects

Spin up one Durable Object per client project. Each object maintains the full review history — approval status, timestamped comments, version thread, and active WebSocket connections to every stakeholder viewing the cut simultaneously. When a client posts a note, all connected viewers see it in real time without polling. The Cloudflare AI Agents SDK is built on top of Durable Objects, so you can layer an LLM-powered agent that answers questions about the project, surfaces revision history, or drafts responses to feedback.

Durable Objects Workers Workers AI
Durable Object — project:acme-brand-v3
status in_review
version v3.2
viewers 3 live
last_note "Tighten the cut at 0:42"
Agent: "3 notes on v3.2 — 2 unresolved. Revision due Fri."
Automated Deliverables

Instant PDF proofs & screenshots via Browser Run

When a new video cut or storyboard is uploaded, a Worker triggers Browser Run to load the hosted preview page and capture a pixel-perfect PDF proof and a thumbnail screenshot — automatically. These are stored in R2 and attached to the project's Durable Object. Clients receive a polished PDF packet without anyone on your team manually exporting from design tools. Use Playwright or Stagehand to go further: run QA checks on the client portal, verify playback, or generate compliance screenshots for archive.

Browser Run Workers R2 Durable Objects
preview.multimediallc.com/acme-v3
Generating PDF…
acme-v3-proof.pdf → R2
thumbnail.webp → R2
Headless Chrome · Browser Run · 1.8s
For Multi Media LLC

Ready to move forward?

The Cloudflare developer platform can support your entire media infrastructure — from a free-tier proof of concept to enterprise-scale production. The next step is a technical call with Cloudflare's solutions team to scope your specific requirements.