Agent Builder is live. From prompt to production in minutes →
Sequentum Cloud

Enterprise web data agents.
Built from a prompt. Production-ready in minutes.

Sequentum Cloud is the enterprise platform for building accurate, auditable, compliant web data agents at scale. AI builds the agent. A human signs off before anything touches your pipeline.

SOC 2 Type II · Pay-as-you-go · No infrastructure to manage
sequentum-cloud
live
How it works

AI builds it. You refine it.

Most AI scraping tools use AI at runtime — they guess how to navigate, guess what to extract, and fail silently when something changes. Sequentum uses AI as a starting point, not a crutch. Every run logs the agent version, run history, proxy usage, and every step.

Prompt
Natural language
Agent Builder
AI plans + extracts
Visual Editor
Customize to spec
Audited Run
Deterministic, logged
Your Pipeline
Production-grade data
The platform

Eighteen years of enterprise web automation, now built from a prompt.

Five interconnected primitives. Pick the on-ramp that fits the job.

AI builds the agent. You ship it.

Turn a natural language prompt into a working extraction agent in minutes. Describe the data you want and Agent Builder uses AI to plan navigation, extract sample data, and validate outputs — showing its work as it goes.

And unlike the competition, you can preview exactly how the agent extracts the data and visually walk through a human review before anything runs at scale.

The result is a real versioned agent that gets you 70–80% of the way there from a single prompt. The Visual Editor takes you the rest of the way to production-grade.

Agent Builder docs
prompt.md 
Track competitor pricing across these
50 retailers, daily. Capture product name,
SKU, price, currency, in-stock flag.

Output as JSON, validated against the schema
I'll provide in the Visual Editor.
Built on Sequentum Cloud

Specialized capabilities, same foundation.

Every Cloud account gets access to specialized agents — built on the same deterministic, audited platform.

What makes Cloud different

Things only Sequentum Cloud can do

Features

  • Low-code visual editor
  • Hybrid agents — browser and parser
  • Hybrid deployment — cloud and on-prem
  • Atomic-level customization
  • Built-in, customizable data quality monitoring
  • Reusable agent & command templates
  • Federated identity & RBAC
  • SOC 2 Type II

Why teams choose it

  • No upfront capital investment
  • Quick deployment & scalability
  • Ease of use, with depth when needed
  • Comprehensive site access
  • Ethical, robots.txt-respecting
  • Defensible by design — SOC 2 + SSO

“As an AI startup, we quickly acquired the data we needed for training, and Sequentum's agent text files allowed us to train our AI to interact robustly with any site. This capability—unavailable in most AI scraping tools—gave us a major advantage in time to market.”

— Stealth AI Startup

Pricing

Start free. Scale predictably.

Pay-as-you-go with a free credit. Tiered subscriptions for teams. Enterprise for everything else.

Pay-as-you-go
$0 /mo
Free credit included
Start free
Usage
$6/hr Runtime per Hour
$0.25/GB Data Export
$0/GB Data Center proxies
$3.75/GB Residential proxies
20% over Token Cost for Agent Builder
Support
AI Chat
Training
Documentation
Training sessions
$200/hr training
Starter
$199 /mo
Sign up
Usage
$5/hr Runtime per Hour
$0.20/GB Data Export
$0/GB Data Center proxies
$3.50/GB Residential proxies
20% over Token Cost for Agent Builder
Support
AI Chat
Ticketing System
Training
Documentation
Training sessions
$200/hr training
Most popular
Advanced
$499 /mo
Sign up
Usage
$4/hr Runtime per Hour
$0.15/GB Data Export
$0/GB Data Center proxies
$3.25/GB Residential proxies
20% over Token Cost for Agent Builder
Support
AI Chat
Ticketing System
Training
Documentation
Training sessions
$200/hr training
Enterprise
$2,500+ /mo
Contact us
Usage
20% over Token Cost for Agent Builder
Support
Dedicated Account Manager
Training
Documentation
Training sessions
$200/hr training

Enterprise-grade web data, now accessible to anyone.

The same defensible, deterministic, fully audited infrastructure that powers hedge fund decision pipelines, government agency research, and Fortune 500 pricing intelligence — now runs for a solo founder, a research analyst, an AI engineer, or a product manager who needs competitor pricing for a board meeting tomorrow.

Enterprise web data agents: frequently asked questions

How do you build web scraping agents with human-in-the-loop verification?
Sequentum Cloud separates agent creation from agent execution. Agent Builder uses AI to generate a versioned agent from a natural language prompt, including navigation logic, extraction, and validation. Before the agent runs at scale, a named reviewer inspects it in the Visual Editor and signs off. At runtime, no AI is involved. The approved, deterministic code executes identically every time, with data validation checkpoints that flag anomalies before they reach downstream systems.
Which web scraping platforms provide a full audit trail for compliance?
Sequentum Cloud logs every step of every agent run (agent version, proxy usage, network calls, extraction outputs, user activity) with screenshots and optional video recordings. Every agent is stored as a human-readable text file, enabling version control and peer review. Access is controlled via RBAC with federated identity (Okta, Google, Microsoft), and the platform operates within a SOC 2 Type II certified environment.
How do AI agents securely access and aggregate external web data at scale?
Secure large-scale web data collection requires bot-resistant browser automation, user-controlled (optional) CAPTCHA solving and proxy management, configurable rate limits, robots.txt adherence, and a complete audit trail. Sequentum Cloud provides all of this on a cloud-based platform with no infrastructure to manage. A human-mimetic automation stack handles the most heavily guarded sources on managed browsers at scale, with human-in-the-loop oversight available for edge cases. Every collection run is logged and attributable.
What is the difference between AI-generated web scraping and deterministic web scraping?
AI-powered scrapers use language models at runtime to decide how to navigate and extract data. This makes them flexible but unpredictable — they can fail silently, produce inconsistent outputs, or self-modify in ways that are difficult to audit. Sequentum's deterministic scraping executes pre-approved, fixed code identically every run. Sequentum Cloud uses AI to build agents and deterministic code to run them, combining the speed of AI with the reliability and auditability that enterprise data workflows require.

Ready to build your first web data agent?

Start with a free account. No infrastructure to set up, no engineering sprint, no commitment. From prompt to production-ready agent in minutes.

Start free on Sequentum Cloud Book a demo