Document Agents
Understand documents through real language comprehension. Recognition of type, content, and context – not template matching. Every extraction verified through the Decision Layer.
Document Agents in detailOn your infrastructure. Under your control.
Auswahl aus über 5.000 Projekten in 25 Jahren Softwareentwicklung
The United Kingdom is the only major European economic area in which every medium-sized or large business with continental European operations has to make its AI systems auditable against two independent regulatory regimes at the same time. On the UK side, the stack includes UK GDPR (UK: UK GDPR), the ICO as data protection supervisor, FCA and PRA for financial services, Ofcom for telecoms and media, and the CMA for competition. On the EU side, GDPR and the EU AI Act continue to apply to any data touching EU customers, EU employees or EU subsidiaries. HSBC, Barclays, Lloyds and NatWest run group functions that serve both worlds in parallel. BP, Shell, AstraZeneca, GSK and Unilever process data daily that sometimes lands in UK jurisdiction and sometimes in EU jurisdiction. Tesco, Sainsbury’s, BT, Vodafone, ITV and the BBC face the same reality at domestic scale. The physical footprint is distributed across London, Manchester, Edinburgh, Glasgow, Birmingham, Leeds and Bristol - but the regulatory problem is the same everywhere.
First, UK GDPR and ICO oversight: after Brexit, UK GDPR operates as the UK’s domestic data protection law, supervised by the Information Commissioner’s Office. For automated decision-making, the ICO expects documented model foundations, a responsive rights regime towards data subjects, and a complete Audit Trail. The planned Data Protection and Digital Information Bill will introduce some UK-specific relaxations without touching the core requirements. Moving data between the UK and the EU additionally requires a matching adequacy or SCC framework - a compliance layer no other European jurisdiction demands in this form.
Second, FCA, PRA and the Bank of England for financial services: HSBC, Barclays, Lloyds and NatWest all sit under direct FCA and PRA supervision. The FCA has made clear in multiple publications that it expects the same explainability and oversight standards for AI-supported decisions in lending, underwriting, AML and conduct risk as for human decisions. The UK-specific approach: instead of a single AI act like the EU’s, the UK relies on sector-specific regulation - the FCA sets standards for finance, the ICO for data protection, Ofcom for communications. A UK group running AI across multiple sectors deals with different expectations per regulator.
Third, the EU AI Act for any UK enterprise with EU operations: the EU AI Act does not only apply to EU companies. Every UK enterprise that delivers AI outputs into the EU - whether through a German subsidiary, a Dutch branch or direct sales to EU customers - falls inside the extraterritorial scope of the Act. This means HSBC needs EU AI Act compliance for its German retail business. Unilever needs it for every consumer algorithm served into the EU. AstraZeneca needs it for clinical decision support in EU trial centres. A UK-only architecture is insufficient for any of these groups.
HSBC and Barclays conduct-risk monitoring: the UK’s large banks sit under dual FCA and ESMA oversight. Document Agents extract compliance-relevant statements from customer interactions, the Decision Layer routes suspicious cases along the respective jurisdiction-specific thresholds, with Human-in-the-Loop on every escalation and an Audit Trail that can be presented to both the FCA and ESMA.
BP and Shell HSE operations: the global energy majors produce thousands of safety and environmental reports per day. Workflow Agents classify incidents by severity, region and reportable characteristics - with different escalation paths depending on location (UK HSE, US EPA, German BNetzA, Polish OUG).
AstraZeneca and GSK pharmacovigilance: the UK pharma groups run EU-wide clinical trials. Document Agents review adverse-event reports, classify them against MHRA and EMA requirements and route critical findings to human pharmacovigilance owners - every decision auditable against the regulatory standard applicable at the origin.
Unilever and Tesco consumer algorithms: the global consumer goods and retail groups use AI in recommendation, pricing and promotion. Decision Agents review every served decision against UK consumer protection standards and the EU AI Act simultaneously, with traceable reasoning available to the ICO and consumer regulators.
Gosign handles UK projects from the Hamburg headquarters. The combination of EU regulatory expertise and a Hamburg base is not a disadvantage for UK groups with EU operations but a precondition - precisely the dual regulation can only be built cleanly when both worlds are understood by the same team at the same time. Discovery takes place on site in London, Manchester or Edinburgh depending on the group’s location. The build then runs remote with English-language documentation, weekly sprint reviews over video and a dedicated contact in Hamburg. On-site meetings happen every four to six weeks, with the direct Hamburg-London flight taking just over an hour and a quarter. On-site meetings with the FCA, PRA or ICO are supported on request jointly with the client’s internal legal team.
No other country in Europe forces groups with the same consistency into a jurisdiction-specific rule architecture. An AI agent that satisfies UK GDPR, FCA standards and the EU AI Act at the same time has been built on an architecture that in practice is only a configuration change away from any Western market. This is exactly where Gosign’s Decision Layer with jurisdiction-specific rule sets comes in: instead of running two parallel systems, one platform carries two rulebooks - UK for domestic routing, EU for EU routing - and a single Audit Trail that documents the relevant ruleset depending on the recipient. For UK groups with EU operations this is the only architecture that does not turn into a dead end at the first ICO or ESMA audit. Cert-Ready by Design here means literally: ready for two certifications on a single codebase. More context on the EU AI Act and its extraterritorial reach is in the Governance area.
Not because of technology – but because of missing governance. Without clear rules defining who makes which decision, every AI agent stays a pilot project.
That is why we build every agent exclusively with a Decision Layer. It breaks down every business process into individual decision steps and defines for each step: human, rule engine, or AI. No agent goes into production without this layer.
Understand documents through real language comprehension. Recognition of type, content, and context – not template matching. Every extraction verified through the Decision Layer.
Document Agents in detailSteer business processes across multiple systems and decision points. One agent, complete orchestration. Every step in the audit trail.
HR AI AgentsAnswer questions from enterprise knowledge – with source reference, rule version, and validity date. No verified source, no answer.
Knowledge Agents in detailAuditable. Compliant. Enterprise-grade.
Human-in-the-Loop architecturally enforced – not optional
Complete audit trail for every agent decision
GDPR compliant by design – all data on your infrastructure
Works council compatible – agreements as constraints in the Decision Layer
EU AI Act compliant by design – transparency, explainability, human oversight
Model-agnostic – no vendor lock-in, you own the source code
1 week
Process analysis, understand rule sets, prioritise use cases.
3–4 weeks
Productive PoC. One agent, one process, live on your infrastructure.
Continuous
More agents, more processes. Same governance, same auditability.
After 12–18 months, you operate your agents independently. Source code, prompts, and rule sets are yours.
Analysis and insights on enterprise AI, governance, and agent architecture.
Most AI projects fail not because of technology but because nobody defined the rules. Why the operating model matters more than the language model.
The EU AI Act directly affects HR processes. Risk classification, bias monitoring, human oversight - what is now mandatory and how to prepare.
Agent governance is not an IT topic. It's an HR leadership topic. What CHROs need to know before AI agents enter core HR processes.
“Even as a global market leader, you want to keep moving forward. It is reassuring to have the technological expertise and infrastructure experience of Gosign on our side.”
Head of Innovation, Sony Music Entertainment
“Gosign is not just about speed. It's about how much essential work happens in this time.”
Head of Customer Service & Technical Support, Libri GmbH
The Decision Layer supports jurisdiction-specific rule sets. UK GDPR domestically, EU GDPR for EU operations - routed automatically. The architecture adapts to both the UK's sector-specific AI approach and the EU AI Act.
We manage UK projects from our Hamburg headquarters with on-site availability as needed. Our EU base provides direct access to EU regulatory expertise for UK firms with EU operations.
Yes. Cert-Ready by Design with complete audit trails, automatic evidence generation, and auditor portal access satisfies FCA expectations for AI transparency.
4-6 weeks. Discovery: 1 week. Build: 3-4 weeks. On your infrastructure.
Talk to us about a specific use case in your organisation.
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