The challenge
What organisations face
Policies, procedures and regulatory guidance are spread across intranets, shared drives and email. Front-line and operations staff struggle to find the current, approved answer, so they escalate routine queries to compliance or act on outdated documents. Generic AI tools are unsuitable because they cannot guarantee sources, permissions or data residency.
The solution
What VulcanTech engineers
VulcanTech would build a retrieval-augmented assistant on a privately hosted foundation model, indexing only approved, version-controlled documents with access controls inherited from source systems. Answers cite specific clauses, decline when evidence is missing and log every interaction. An evaluation suite tests accuracy against curated question sets before each release, and owners can retire superseded content centrally.
Expected outcomes
What changes for the business
- Staff find approved answers without escalating to compliance
- Every response traceable to a cited, current source
- Sensitive data kept within controlled infrastructure
Capabilities
Service lines involved
- Enterprise Knowledge & Retrieval (RAG)Institutional knowledge made instantly accessible, with every answer traceable to its source.
- Foundation Model Integration & Fine-TuningFoundation models embedded in your products and operations, adapted to your domain where the evidence supports it.
- Security Assessment & ComplianceCode, cloud and access-control assessment mapped to OWASP and your compliance framework.
Financial Services
Related use cases
- Real-time fraud detectionStreaming risk scoring that flags suspicious payments and account activity in milliseconds, with explainable signals that fraud analysts and model risk teams can review.
- Fewer genuine customers declined at the point of payment
- Analyst effort focused on the highest-risk alerts
- Agentic KYC and onboardingAI agents that gather, verify and assemble customer due diligence files, routing only genuine exceptions to compliance officers for decision.
- Shorter time from application to approved account
- Consistent, evidence-backed due diligence files
- Core banking API modernisationIncremental decomposition of a legacy core behind versioned APIs and event streams, so new products and partners connect without a risky replacement.
- Faster launch of products, channels and partner integrations
- Reduced dependency on scarce legacy skills
Free discovery session
Explore regulatory policy copilot for your organisation
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