Sequentum Cloud’s AI Magic Wand Feature Now in Beta

The new AI-augmented feature builds agents in seconds, coupled with the ability to customize to the atomic level.

New York, NY – November 20, 2025 — Sequentum, a leader in enterprise-grade web scraping and automation, today announced the beta release of Sequentum Cloud’s AI Magic Wand. The Magic Wand introduces an entirely new way for organizations to build scraping agents: AI intelligently generates extraction logic from scratch without relying on generic schemas. This is coupled with the flexibility to make any modifications in Sequentum’s powerful editor to meet the exact data needs of any client.

Users can now enter a URL, click the Magic Wand, and the system automatically identifies available data, generates extraction commands, and builds a functioning agent in seconds. The feature supports Dynamic, HTML, JSON, and XML agents, enabling seamless agent creation across diverse collection methods.

The AI Magic Wand feature is Sequentum Cloud’s most significant release since its launch last year, following the recently introduced Command Templates and ahead of forthcoming capabilities including an integrated unblocker.


A Breakthrough in AI-Augmented Agent Creation

Unlike AI-only scraping tools that operate as opaque black boxes, the Sequentum Magic Wand is layered atop 17-years of industrial scale web scraping infrastructure and expertise. The result is a unique hybrid model that blends AI-augmented automation with human-in-the-loop transparency, precision, and atomic customizability.

“AI Magic Wand gives organizations the best of both worlds — instant agent creation powered by AI, and the full precision, transparency, reliability, and compliance that enterprises require,” said Sarah McKenna, CEO of Sequentum. “Many tools rely solely on AI, but AI scraping alone becomes a black box. By combining AI-augmented speed with our proven governance framework and virtually unlimited flexibility, AI Magic Wand delivers trusted, auditable, and highly customizable web data at scale.”

McKenna added: “It’s like stepping into a high-performance vehicle anyone can accelerate quickly, but expert users still have access to every precision control.”

‍Key Benefits & Capabilities

AI-Augmented Agent Creation

Existing AI powered web scraping tools focus on speed, but sacrifice accuracy, consistency, and compliance, especially on complex or large volume projects and are more expensive. 

  • Automatically detects and selects data elements on a page
  • Auto-generates agent with core extraction commands and logic
  • Eliminates time-consuming manual agent creation
  • Reduces operational costs with browser/parser hybrid mode that only uses LLM’s in initial agent creation

Powerful Editor with Human-in-the-Loop Control

Sequentum Cloud’s Magic Wand provides an AI-Augmented agent creation model rather than an AI-only approach, without giving up precision or governance, something black-box competitors can’t offer.

  • AI accelerates time-to-value
  • Users can edit or enhance any aspect of the agent in the powerful scripting engine 
  • Maintains full transparency and customization
  • Combines speed with precision, ideal for scale
  • Human-in-the-loop controls give enterprises total confidence

Enterprise Value: Speed, Precision, Compliance

AI Magic Wand strengthens Sequentum’s position as the most precise and enterprise-ready platform for large-scale web scraping:

  • Faster onboarding and time-to-value — build functioning agents in minutes
  • Reduced operational costs — dramatically cuts manual development effort
  • Higher accuracy and visibility — transparent AI logic supports auditability and quality control
  • Built-in compliance and governance — full version control, documentation, and oversight
  • World-class resilience — combined with Sequentum Cloud’s browser/parser hybrid mode, industry leading bot-blocking resistance, Command Templates, configurable performance tuning and more

AI Magic Wand is available in beta for all Sequentum Cloud users. Upcoming enhancements include Sequentum’s new unblocker to further expand scraping capabilities. 

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Experience the AI Magic Wand and Join Our Live Launch Celebration


About Sequentum
Sequentum is the trusted leader in enterprise-scale web scraping and automation, with offices in the U.S., Australia, and India. For over 17 years, Sequentum has simplified the complex world of web scraping, delivering solutions via PaaS (Sequentum Cloud), On-prem (Sequentum Enterprise), DaaS (Managed Data Services), hybrid deployments, and Intelligent Agents.

Designed with transparency, compliance, and resilience at the core, Sequentum empowers organizations to build data pipelines that keep pace with evolving sites and regulations. AI-Augmented Agent creation strengthens Sequentum’s position as the most precise, customizable and compliant enterprise-ready platform for large-scale web scraping. Trusted by leading financial institutions, global enterprises, and government agencies, Sequentum transforms web data into a reliable source of competitive advantage. 

Get the Sequentum Edge. Learn more at www.sequentum.com.


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