Reliable web data with visible policy boundaries and audit-ready evidence
PolicyCrawl DataOps orchestrates monitored web collection and converts changing pages into versioned, structured datasets delivered to your analytics and security stack. No more scraper break/fix cycles.
99.5%
Pipeline Uptime
6M+
Pages Rendered Monthly
100%
Audit-Ready Logging
Governed collection. Structured delivery. Full observability.
Every capability is designed around policy visibility, operational reliability, and audit-ready evidence so your team can trust the data and the process.
Crawl Orchestration
Schedule runs with retries, SLAs, and regional execution. Headless browsers and managed queues handle rendering so your team focuses on the data, not the infrastructure.
Schema-Bound Extraction
Convert rendered pages into structured records tied to explicit field definitions with validation checks and change tests. Every output conforms to your schema.
Policy Enforcement
Configure robots respect, rate limits, jurisdiction rules, and allow/deny lists. Violations and drift surface as first-class events with traceable evidence.
Observable Pipelines
Run histories, SLAs, retries, and failure modes are visible and actionable. Drill down from KPI to run to request to extracted record.
Versioned Change Control
Diffs, approvals, and publish steps for data shape and page changes. Every modification is reviewable before it reaches your downstream systems.
Enterprise Integrations
Connect to Snowflake, BigQuery, Databricks, SIEMs, BI tools, and on-call workflows. Consistent signals flow into your existing stack.
How it works
From target definition to downstream delivery in three clear steps, each with full policy enforcement and traceability.
Define targets and schema
Specify the sites, page patterns, and fields you need. Set policy guardrails: region, rate limits, robots respect, and jurisdiction rules.
Schedule and validate
Runs execute on your cadence with retries and SLAs. Each extraction is validated against your schema and tested for drift. Layout changes route for approval.
Deliver and monitor
Versioned datasets publish to Snowflake, BigQuery, SIEMs, or any connected destination. Anomalies trigger alerts. Every request is logged for audit.
Trusted by data, CI, and risk teams
Teams across industries rely on PolicyCrawl DataOps to replace fragile scraping with dependable, governed data pipelines.
“We replaced three internal scraping tools and an army of cron jobs. Pipeline reliability went from 72% to 99.5% in the first quarter.”
Sarah Chen
Director of Data Engineering, A Fortune 500 Retailer
“The audit trail alone justified the investment. When our compliance team asks how we collect competitor pricing, we hand them a report, not a spreadsheet of excuses.”
Marcus Webb
VP of Competitive Intelligence, Global Financial Services Firm
“Schema-bound extraction with drift detection means we catch layout changes before they corrupt our BI dashboards. That used to cost us two engineer-days per incident.”
Priya Nair
Lead Data Analyst, Enterprise SaaS Company
Replace scraper break/fix with governed data delivery
Configure your first pipeline, define your policy guardrails, and start receiving validated, versioned datasets in days, not months.