Regulatory monitoring across 27 countries cannot scale manually. Faktion partnered with SD Worx to build a production-grade Legal Watch platform: agentic AI that scans hundreds of sources, detects regulatory changes, and assesses business impact per domain, so legal experts focus on judgment, not legwork. Five countries live, more on the way.
Regulatory monitoring across dozens of countries, hundreds of sources, and multiple business domains is not a task that scales manually. Faktion and SD Worx partnered up to solve it, building a regulatory monitoring platform powered by agentic AI. The platform handles the scale: continuously scanning sources, detecting changes, and assessing business impact. The legal experts provide the judgment: reviewing flagged updates, making the calls, and feeding their decisions back into the system. The partnership brings together SD Worx's decades of legal and regulatory expertise built across 27 countries, and Faktion's 10+ years of experience building AI solutions in HR and payroll.
Legal experts at SD Worx continuously monitor regulatory changes across payroll, HR, and workforce management in every country where the company operates. Tax brackets, pension contribution rates, collective labour agreements, court decisions, statistical indices: all of these change, across dozens of jurisdictions, without warning. For the clients who rely on SD Worx to stay compliant, a missed update is not an inconvenience. It is a risk.
Until recently, that monitoring was done manually across all of SD Worx's global operations, spanning hundreds of sources. Legal experts would:
SD Worx is scaling internationally at an unseen pace. The volume of sources, jurisdictions, and business domains is growing faster than any manual process can sustain.
Regulatory monitoring sits at the heart of what SD Worx does, and for a capability this central to the business, SD Worx needed full control over the key components: the data sources being monitored, the models doing the interpretation, and how the system improves over time. Building the platform themselves was the only way to ensure it performs exactly the way SD Worx needs it to, reflects their own business processes, and evolves in line with their own roadmap.
SD Worx had already validated the power of LLM-based regulatory monitoring through an initial proof of concept. To take the prototype to production on those terms, SD Worx turned to Faktion. The two organisations had already worked together on an earlier project, and that experience had given SD Worx confidence in Faktion's ability to deliver production-ready platforms. Faktion picked up the existing prototype, took end-to-end ownership, scaled it to production.
Faktion and SD Worx are currently operationalising the platform across five pilot countries: Germany, the Netherlands, Sweden, Luxembourg, and Spain and the platform has already processed over 11,000 legal documents.
Faktion built a platform that augments the regulatory monitoring process: from source configuration and document collection, through change detection, to intelligent business impact assessment. The scope is broad by design: legislation, court decisions, pension fund publications, collective labour agreements, statistical indices, across any country and business domain SD Worx chooses to monitor.
Legal experts configure what to monitor using plain-language instructions, no knowledge of HTML or web scraping required. The platform handles navigation, extraction, and scheduling.
When a source publishes an updated document, the platform compares versions automatically and forwards only meaningful differences for analysis. Changes are highlighted visually: additions in green, deletions in red, partial matches in yellow.
Every document is analysed and assigned a business impact score per domain. For flagged documents, the platform generates a summary, an impact assessment, and a list of key changes in a single structured response.
Legal experts review flagged documents, mark them as kept or discarded, and explain their decisions. That feedback loop gradually captures the team's expertise and continuously sharpens the output.
Legal experts configure what to monitor using plain-language instructions, no knowledge of HTML or web scraping required. The platform handles navigation, extraction, and scheduling.
When a source publishes an updated document, the platform compares versions automatically and forwards only meaningful differences for analysis. Changes are highlighted visually: additions in green, deletions in red, partial matches in yellow.
Every document is analysed and assigned a business impact score per domain. For flagged documents, the platform generates a summary, an impact assessment, and a list of key changes in a single structured response.
Legal experts review flagged documents, mark them as kept or discarded, and explain their decisions. That feedback loop gradually captures the team's expertise and continuously sharpens the output.
LLM-based AI systems can read and process long regulatory documents in seconds, with a consistency that is impossible to maintain manually across hundreds of sources. What they lack is the specific domain expertise that SD Worx's legal specialists have built over years. The platform is designed around that complementarity: AI handles the scale, speed, and pattern recognition; the experts provide the judgment. Together, they achieve what neither could alone.
The engagement was shaped around long-term collaboration. From the outset, the priority was to get the platform in front of real users as quickly as possible, not as a demo but as their actual working tool. Real usage, not test scenarios, would drive the decisions on where to improve, extend, and refine. That principle has guided every phase of the build.
The SD Worx Legal Watch is live and in active daily use across five pilot countries. What makes the next phase of scaling possible is the way the platform was built: legal experts configure sources, define monitoring scope, and onboard new countries and domains entirely on their own, without involving Faktion's engineers or IT. The platform handles the rest. That self-sufficiency is what turns five countries into fifty, and one regulatory domain into many.
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