Web scraping for the AI era
18 years of enterprise web automation, now powering the full lifecycle of AI agents, from compliant data collection to secure autonomous transactions.
Trusted for mission-critical data and agentic workflows by financial institutions, government agencies, and Fortune 500 enterprises.
One trusted foundation for the entire AI agent lifecycle.
Sequentum powers the full lifecycle of enterprise AI agents: the compliant web data they need to learn, and the secure, governed environment they need to act.
Sequentum Cloud, featuring Agent Builder
From a natural-language prompt to production-grade data pipelines.
Agent Builder turns a natural-language prompt into a robust, versioned extraction agent in minutes — with a full human review before anything runs at scale. It's how teams get the compliant web data that powers frontier models, quant strategies, and market intelligence.
- Multi-onramp flexibilityBuild agents from a natural-language prompt inside Sequentum Cloud, deploy via API, or connect Claude, ChatGPT, and Cursor through our hosted MCP server.
- The Visual EditorAI gets your agent 80% of the way there. The Visual Editor takes you the rest — financial-grade determinism, custom rate limits, and exact schema validation.
- Advanced web unblockingExtract from heavily guarded sources at scale with built-in anti-bot bypass, automated proxy management, and CAPTCHA solving on managed, human-mimetic Chromium browsers.
Sequentum Checkout Agent
Secure, compliant agentic commerce at scale.
Most AI agents can't complete a real-world checkout — they get blocked, fail on multi-step flows, and lack governance rails. Checkout Agent solves all three, pairing 18 years of human-mimetic automation with Skyfire's PCI-compliant agent wallet — enterprise procurement with the identity verification, spending controls, and audit trails compliance teams demand.
- Human-mimetic executionSite-specific automation that mirrors real human purchasing behavior, bypassing anti-bot shielding that breaks API-based approaches. Agents are seen as human, not bot.
- Know Your Agent (KYA)Agents cryptographically verify their identity to merchants before any transaction begins, establishing trust at the protocol level.
- Controlled financial executionAutonomous payments run within strict, pre-defined spending limits via time-bound Skyfire tokens. Every transaction is PCI-compliant and fully auditable.
- Complete transaction audit trailVideo recordings, screenshots, and interaction logs capture every step of checkout — the documentation legal, compliance, and finance teams require.
For scalable, audit-ready data gathering, explore our SOC 2 compliant AI Agent Builder and web data extraction platform. To power autonomous transaction execution, explore our enterprise agentic commerce and Checkout Agent solutions.
Defensible by design. Reliable by architecture.
Most AI automation is probabilistic — it guesses how to navigate a site and breaks silently when the site changes, pushing bad data into your pipelines or causing failed transactions. Sequentum uses AI to build your automation infrastructure, then strict deterministic code to execute it.
Deterministic production
Once an agent is approved and signed off by a peer reviewer, there is no AI at runtime. Sequentum Cloud executes identical, predictable code every single time.
Total transparency
Logic is encapsulated in reusable visual building blocks. Compliance officers and data engineers alike can see exactly how an agent behaves without digging through fragile scripts.
No silent errors
Custom acceptance criteria and data validation checkpoints flag anomalies before bad data reaches your systems or a transaction executes incorrectly.
The gold standard for enterprise AI governance.
Our long-standing promise of "Trust in Data" now powers the next generation of web automation: Trust in Agents. Sequentum builds universal frameworks that keep your organization protected from technical, legal, and financial risk.
Complete audit trails
Every workflow, network call, and proxy action is logged with full agent version and user activity history. Compliance teams can access complete interaction records, including screenshot and video recordings of automated checkouts.
Enterprise security standards
Built and operated entirely within a SOC 2 Type II certified environment. Role-based access control (RBAC) with federated identity via Okta, Microsoft, and Google keeps your data and agent workflows secure.
Shaping global standards
Sequentum does not just follow compliance regulations, it helps write them. We actively collaborate on universal internet standards with the Alliance for Responsible Data Collection (ARDC), the SIIA/FISD Alt Data Council, and the IETF, including working groups on AI Prefs and Web Bot Auth.
Trusted by the teams who cannot afford to get it wrong.
“We have tried a large number of web data collection solutions and found Sequentum to be best-in-class in terms of ease of use, overall capability and efficient handling of complex web data extraction. The simplicity of licensing and excellent support from Sequentum's team of technical experts allowed us to get the solution implemented in record time helping us win deals and improve customer satisfaction.”
— Rahul Singhal, Chief Product Officer, Innodata Inc.
Enterprise AI agent infrastructure: frequently asked questions
What infrastructure is required to run secure, human-in-the-loop AI agents?
What are the best practices for enterprise AI agent governance?
How do enterprises ensure compliance and data governance for AI agents?
How to manage security risks and audit trails in enterprise browser automation?
How do AI agents securely access and aggregate external web data at scale?
Which platforms provide enterprise-grade infrastructure for agentic commerce?
Recognized for what works in production
Recognized as a Representative Provider in the Web Data Collection category in Gartner* AI Vendor Race: External Data to Rewrite the Rules of AI Product Performance report, authored by Kevin Quinn and Jim Hare, on March 31, 2026.**
GARTNER is a trademark of Gartner, Inc. and/or its affiliates. Gartner does not endorse any company, vendor, product or service depicted in its publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner publications consist of the opinions of Gartner's business and technology insights organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this publication, including any warranties of merchantability or fitness for a particular purpose.
Run your AI agents on code, not guesses.
Move past the era of probabilistic errors and silent pipeline failures. Deploy enterprise web data collection and agentic commerce on the world's most precise, SOC 2 compliant browser automation infrastructure.