WebRun is a real-time browser automation infrastructure that gives AI agents a complete desktop environment to browse, extract data, fill forms, and automate workflows. It uses a hybrid CNN-LLM architecture for sub-100ms decision-making, runs real Chrome on real desktops, and includes persistent environments, automation policies, agent memory, and governance - all managed as a service.

How fast is WebRun compared to other browser automation tools?

WebRun goes from prompt to result in about 8 seconds for typical tasks, with most completing in 10 to 40 seconds. It achieves sub-100ms time-to-first-action and returns results in a single synchronous request - no polling or job queues. This is 125x faster time-to-first-action and 15x faster average task completion compared to traditional tools.

What are WebRun Environments?

WebRun Environments give each AI agent a persistent, stateful identity across sessions. An environment includes persistent browser state (cookies, logins), file storage, agent memory, configurable skills, scheduled tasks, and full desktop access - not just a browser tab. Attach an environment to any session with a single environmentId parameter, and your agent picks up exactly where it left off.

What are Automation Policies?

Automation Policies are WebRun's runtime governance layer. They enforce rules before your AI agent acts - not after. Policies include domain rules (allowlists, blocklists, environment isolation), action rules (navigation, clicks, typing, file transfers), capability controls (file manager, downloads, uploads, shell, clipboard), sensitive data detection (SSN, credit cards, API keys), and LLM behavioral instructions. Pre-built compliance templates for HIPAA, financial, research-only, and strict lockdown are included. Every enforcement decision is logged in an immutable audit trail. Attach a policy with a single policyId parameter.

What integrations does WebRun support?

WebRun integrates via REST API, WebSocket, MCP Server (for Claude Desktop and MCP clients), OpenAI-compatible API (works with LangChain and Vercel AI SDK), and Telegram. It also connects with no-code platforms including Zapier, n8n, Make, and Clay, and works with AI frameworks like LangChain, CrewAI, OpenAI Agents, and Anthropic.

How much does WebRun cost?

WebRun uses pay-as-you-go pricing with no monthly minimums or setup fees, at an average cost of approximately $0.01 per task. Volume discounts are available.

What can I automate with WebRun?

WebRun automates what APIs can't: getting data behind interactions (dynamic pages, login-gated content), completing multi-step workflows (cross-platform orchestration across Gmail, CRMs, and spreadsheets), and handling time-sensitive tasks (price monitoring, form submissions). Common use cases include lead enrichment, e-commerce product research, insurance verification, compliance monitoring, vendor portal automation, and file transfers between platforms.

Does WebRun work with AI agents and LLMs?

Yes - WebRun is built specifically for AI agents. It accepts natural language task descriptions, provides structured data outputs, and integrates natively with AI frameworks via MCP Server (Claude Desktop), OpenAI-compatible API (LangChain, Vercel AI SDK), and direct API. It works with LangChain, CrewAI, OpenAI Agents, and Anthropic Claude out of the box.

How does WebRun handle governance and compliance?

WebRun enforces governance at the infrastructure level through Automation Policies. Every agent action is checked before execution - not by the agent itself, but by the platform. This includes domain restrictions, action limits, capability controls, and sensitive data detection. Pre-built compliance templates (HIPAA, financial, research-only, strict lockdown) can be applied in one click. All enforcement decisions are logged in an immutable, exportable audit trail. Human-in-the-loop controls pause execution when approval is needed.

What makes WebRun different from Selenium, Playwright, or Puppeteer?

Traditional tools like Selenium, Playwright, and Puppeteer depend on CSS selectors and break when page layouts change. WebRun uses visual and semantic understanding to interact with pages - it sees the screen and acts directly, automatically adapting to UI changes without maintenance. It runs real Chrome on real desktop environments (not headless containers), making it undetectable by anti-bot systems. WebRun also includes managed infrastructure (environments, governance, memory, file storage) that you would otherwise need to build and maintain yourself.

Fastest Browsing Agent
AUTOMATE EVERY WORKFLOW

WebRun gives your agent a complete desktop environment to browse, extract data, fill forms, and automate tasks in seconds.

Start Automating Book a Demo

amazon.com

Account Cart

Electronics

Fashion

Home

Books

Results for "wireless earbuds"

Sony WF-1000XM5 Wireless Earbuds

★★★★★

$229.99

Apple AirPods Pro (3rd Gen)

★★★★★

$189.99

Samsung Galaxy Buds2 Pro

★★★★☆

$159.99

Bose QuietComfort Earbuds II

★★★★★

$199.99

Budget Wireless Earbuds

★★★☆☆

$19.99

Value Bluetooth Earbuds

★★★☆☆

$24.99

Sony WF-1000XM5 Truly Wireless Bluetooth Noise Canceling Earbuds

★★★★★

Price: $229.99

In Stock

Performance

Prompt to Result in 8 Seconds

While other solutions are still cold-starting, WebRun has already completed your task in one request-no polling, no job queues.

CSV payouts_2026-05.csv

CSV payouts_2026-05.csv 62 KB

dashboard.stripe.com/payouts

drive.google.com

dashboard.stripe.com/payouts

N Northwind Co.

Search ⌘K

Home

Balances

Payouts

All activity

Transactions

Customers

Product catalog

Products

Payments

Billing

Reporting

Developers

Payouts

Next payout Automatic · every Tuesday Payout settings

$6,318.42USD Estimated to arrive Jun 9, 2026 to Chase •••• 6789

All payouts Filter

Amount Status Initiated Arrival date Bank account

$18,204.55USD In transit Jun 2, 2026 Jun 4, 2026 Chase •••• 6789

$12,880.10USD Paid May 26, 2026 May 28, 2026 Chase •••• 6789

$9,431.72USD Paid May 19, 2026 May 21, 2026 Chase •••• 6789

$14,067.38USD Paid May 12, 2026 May 14, 2026 Chase •••• 6789

$7,902.14USD Paid May 5, 2026 May 7, 2026 Chase •••• 6789

Home

My Drive

Computers

Shared with me

Recent

Starred

Spam

Trash

Storage

3.15 GB of 15 GB used

My Drive

Suggested folders

Monthly Reportsin My Drive

Projectsin My Drive

Suggested files

Q1_Budget.gsheet

You edited · Apr 1

Roadmap_2026.gdoc

You opened · Mar 31

Team_Slides.gslides

You modified · Mar 28

Drop files here

payouts_2026-05.csv Uploading…

payouts_2026-05.csv

62 KB — Exporting…

"Export last month’s Stripe payouts and file them in Google Drive"

Time 0.00s

Actions 0

Cost $0.002

Status Running

vs typical AI agent

8–25s just to wake up · $0.30+/task

Files

CSV Clients.csv 0.8 KB

CSV payouts_2026-05.csv 62 KB

Automation Policy

*.stripe.com → Allow

action: export → Allow

drive.google.com → Allow

action: upload → Allow

The Engine

Built from scratch. Not patched together.

Most browser automation stacks bolt AI onto legacy frameworks. We built an AI-first execution engine with three layers of redundancy.

Vision-First Execution

See the screen. Act directly. No selectors.

AI Verification

Page changed mid-task? Layout shift? Detects and adapts in <1 second.

CDP Fallback

Edge cases get a safety net. Tasks complete.

800ms to first action Sub-second recovery 85% completion

Get data behind interactions

Some data only appears after clicking filters, selecting dates, or scrolling through pages.

Complete multi-step workflows

WebRun orchestrates across tabs, transferring information or files to complete multi-step workflows.

Time-sensitive tasks

Time-sensitive opportunities disappear while your automation is still cold-starting. WebRun's vision-based observer can react in real-time.

This is what fast looks like

Recorded at 1x speed. No tricks, no editing. Just WebRun doing what other tools can't.

Real-time data capture

What would be the rate for a room in london for 2 nights?

Cross-tab orchestration

Add the updated attendee list from Gmail to the Summit file on Google Sheets.

Parallel processing

What is the current stock price of NVDA and how has it changed in the last hour?

Governance

Control what your agent can do.

Automation Policies watch every click, keystroke, and navigation - blocking dangerous actions and stops prompt injection attacks.

crm.salesforce.com/contacts

Contacts Search contacts...

Name	Company	Email
Sarah Chen	Acme Corp	[email protected]
James Okafor	Initech	[email protected]
Maria Gonzalez	Globex	[email protected]
David Park	Hooli	[email protected]

Policy Evaluation · CRM Safety pol_crm_01

Domain Rules

baddomain.com → Block

Action: Click → Keyword

contains “delete” → Guardrail

✓ MATCH — target element contains “delete”

Navigation Rule

*/admin/* → Block

Sensitive Data: SSN

\b\d{3}-\d{2}-\d{4}\b → Block

Watching session…

"Click" on element containing "Delete"
Rule: Action Rules → Click → Keyword "delete"
Policy: CRM Safety (pol_crm_01)

Learn more →

Environments

More Than a Browser. A Complete Environment.

Every agent gets its own desktop environment - a persistent browser, file storage, and desktop with native OS interactions.

Persistent Browser

Cookies, history, and bookmarks persist across every session. Your agent picks up exactly where it left off.

History977

Bookmarks7

Extensions3

LinkedIn Sales Navigator 2m ago

HubSpot - Contacts 15m ago

Google Sheets - Q1 Pipeline 1h ago

File Storage

Each environment has its own filesystem. Upload reference data, store downloads, pass files between tasks.

OGG

voice-2026-02-26.ogg 23.7 KB

OGG

voice-2026-02-26-2.ogg 30.1 KB

CSV

sample4 (1).csv 4.7 KB

21 MB / 5 GB

Desktop Access

Your agent works on a real desktop - opening apps, moving files, and copying between windows, just like a person.

Finder

report.pdf

photo.png

exports

notes.txt

data.csv

script.py

Browser

webrun.ai/dashboard

9:41 AM

Scheduled Tasks

Set recurring automations that run on a schedule - monitoring, data collection, reporting, maintenance.

News Update Every 5m

Paused

Report Gen Daily

Active

Agent Memory

Custom instructions and key facts travel with the environment. The agent remembers context, preferences, and history.

## User Preferences

Prefers concise responses, no unnecessary detail

Uses Google Sheets for CRM, exports as CSV weekly

Default browser language is English (US)

Configurable Skills

Teach your agent how you work with specific tools and sites - once taught, every workflow can reuse it.

Google Sheets Sync

Email Drafter

Start Free

How It Works

From intent to results, in seconds

Your agent describes what it needs. WebRun handles the rest-with full visibility and control at every step.

Step 1

Send a request

Your agent sends a task via API or MCP. WebRun spins up a browser session you can watch live.

Step 2

Stay in control

WebRun pauses for authentication or approval. Your agent provides context, then automation continues.

Step 3

Get structured results

Receive formatted data via API response, webhook or MCP. Session recordings and action logs included.

Run it your way

Your Framework. Our Browsers.

Trigger workflows from anywhere you already work.

Scheduled

Daily, hourly, or one-time - it runs on its own, no one has to click.

n8n / Make / Zapier

Add WebRun to the no-code tools you already use.

Messaging apps

Start a job or check a run from Telegram, WhatsApp, Slack, or Microsoft Teams.

ChatGPT / Claude

Run any workflow straight from the AI assistants your team already pays for.

REST API

Call WebRun directly from your own software.

Webhook

Stripe, HubSpot, Zendesk, Gmail - start a workflow whenever something happens.

View integration docs

Pricing

Scale agents, not costs

Pay only for what you use. No monthly minimums, no setup fees.

3X more cost effective

$0.60/1M

Input tokens

$1.80/1M

Output tokens

~$0.01

Av. cost per task

✓

No per-seat pricing

✓

No setup fees

✓

Live session viewing

✓

Volume discounts

Start Free Trial

Ready to give your agents real browsing power?

Free trial • No credit card • 2-minute setup

Start Free Talk to an expert

Book a Demo

Fastest Browsing AgentAUTOMATE EVERY WORKFLOW

Sony WF-1000XM5 Truly Wireless Bluetooth Noise Canceling Earbuds

Prompt to Result in 8 Seconds

Payouts

Automate what APIs can't

Get data behind interactions

Complete multi-step workflows

Time-sensitive tasks

This is what fast looks like

Real-time data capture

Cross-tab orchestration

Parallel processing

Control what your agent can do.

More Than a Browser. A Complete Environment.

Persistent Browser

File Storage

Desktop Access

Scheduled Tasks

Agent Memory

Configurable Skills

From intent to results, in seconds

Send a request

Stay in control

Get structured results

Your Framework. Our Browsers.

Scale agents, not costs

Ready to give your agents real browsing power?

Fastest Browsing Agent
AUTOMATE EVERY WORKFLOW