CUSTOMER CASE

Roaring

Oxide Roaring partnership
  • 98% Automated

Only 2% of cases require human review.

  • 5K Hours → 48 Hours

Transforms months of risk analysis into days.

  • Audit Ready 

Every conclusion is linked to its evidence and reasoning.

Built with Oxide AI’s proprietary Hybrid AI technology

See how Oxide AI’s Hybrid AI architecture is used to create production-scale, fully traceable decision systems.

Explore TECHNOLOGY

THEIR GOAL

automating risk assessments using structured data and open-source intelligence

Customer

Roaring Group, Leading Nordic Risk Intelligence Company.

Industry

Financial Services, Compliance, KYC, AML.

Outcome

Multi-year strategic partnership & technology acquisition of Redox AI system.

Status

Redox AI system now forms the foundation of Roaring Hybrid Intelligence.

THE PROBLEM

compliance is still running on noise

Across KYC and AML workflows, 90%+ of alerts from traditional monitoring systems are false positives.

 

Compliance teams are forced into high-volume manual review cycles that don’t actually reduce risk, they just redistribute labor.

 

For Roaring’s customers  this created three structural bottlenecks:

 

  • Analysts spending thousands of hours reviewing non-risk cases
  • Inconsistent risk decisions across teams and jurisdictions
  • Audit burden growing faster than operational capacity

 

The constraint is no longer data availability, but decision quality at scale.

THE CHALLENGE

scale intelligence without losing auditability

Roaring needed a system that could:

 

  • Operate at production scale across Nordic compliance data
  • Reduce false positives without sacrificing explainability
  • Generate audit-ready documentation for every single decision
  • Integrate both structured registry data and open-source intelligence
  • Maintain regulatory defensibility

 

Most AI systems offer one of two ways:

 

  • Too rigid:  high precision, low coverage
  • Too “generative”: unusable in regulated environments due to hallucination risk

 

Roaring needed neither. They needed deterministic intelligence with reasoning separation.

rules-based

High precision. Low coverage. Difficult to scale.

generative

Broad coverage. Limited regulatory trust. Expensive to scale.

Redox hybrid AI

Production-scale decisions and audit ready outputs.

THE APPROACH

hybrid AI built like a legal system

Oxide AI built Redox, a Hybrid AI system, for risk intelligence designed specifically for regulated decision-making.

 

Instead of using a single model to “decide,” Redox splits intelligence into layers:

 

  • Multiple independent AI engines
  • Separation of reasoning and language
  • Decision layer (like a court model)

 

Every decision produced by Redox includes:

 

  • Full traceability to source data
  • Model/version lineage
  • Input snapshot (immutable case state)
  • Generated compliance lineage

 

In practice, this means every risk decision is replayable on demand.

THE IMPACT

from human-scale review to machine-scale intelligence

98% automation rate

Only ~2% of cases now require human review.

5,000 hours → 48 hours

Large-scale risk reviews that previously required months of analyst time are now resolved in under two days.

Audit ready by default

Every decision ships with reasoning and evidence linkage. No post-hoc reconstruction required.

from alert management to decision automation

legacy

  • False Positives

Thousands of alerts requiring analyst review.

  • Manual Narratives

Investigators documenting every case.

  • Fragmented Evidence

Data spread across multiple systems.

  • Reactive Compliance

Audit reconstruction after investigation.

Redox hybrid AI

  • Automated Resolution

Low-risk cases resolved automatically.

  • Audit Packaging

Documentation generated automatically.

  • Unified Intelligence

Structured data & OSINT in one workflow.

  • Audit Ready

Every decision linked to evidence and reasoning.

Strategic outcome

In early 2026, Roaring Group selected Redox as the foundation of its next-generation risk intelligence platform and entered a multi-year strategic partnership with Oxide AI.

Redox now serves as the core engine behind
Roaring Hybrid Intelligence unifying:

  • Nordic registry-grade structured data
  • Open-source intelligence enrichment
  • Hybrid AI decisioning infrastructure

Applications:
From Vendors to Value Chains

Redox adapts to complex risk scenarios across sectors, from vendor vetting and ESG compliance to market and supply‑chain analysis. Its adaptive intelligence helps organisations identify vulnerabilities early and confidently defend every decision to regulators, partners and the public. 

Key Technology Advantages

Powered by integrative AI, deep data intelligence and scalable architecture, REDOX enables organizations to proactively detect threats, prioritize emerging risks and strengthen decision-making with explainable insights. All within a unified, automated solution. 

Automated Aggregated Risk Scoring

AI-driven risk scoring across financial crime, sanctions, political exposure, and other risk categories, consolidating diverse data signals into unified, explainable results.

Multi-Language & Global Reach

Supports 10 languages, providing broad applicability and context‑aware risk interpretation.

Zero Hallucinations

Redox doesn’t guess. Logical reasoning chains and deterministic calculations ensure, verifiable, factual results every time.

Explainable AI with Full Traceability

A transparent white-box AI approach with complete traceability of risk evidence back to its data source.

Superior Data Processing

A multi-model AI fusion processes structured and unstructured sources, from global media to specialist databases (e.g., Factiva, ICIJ, OpenSanctions), delivering comprehensive, noise-resistant insights.

Trusted, Compliant, Secure

Built to the highest standards of privacy, ethics and security. Data protection and regulatory compliance at every stage.

Measurable

Developed using scientific validation frameworks, Redox models are continuously benchmarked to produce evidence‑based, measurable results early.

Seamless Integration & Deployment

Available via API, Docker container or direct integration, supporting both cloud and on‑prem environments.

Scalable & Configurable AI

A robust, scalable AI pipeline configurable for industry-specific requirements and evolving data environments.

Bring Hybrid AI into your organization

The Redox AI system demonstrates what’s possible with Oxide AI’s proprietary technology. 

 

Interested in applying this to your use case?

Talk to our team