Prompt a more sustainable world

Our Approach to Artificial Intelligence (AI)

See Rio in action

Access our Case Studies

AI Built for the Complexity of Sustainability

How does Rio stay relevant?

The answer lies in our purpose-built focus. While general-purpose AI models evolve, sustainability data and operational intelligence remain uniquely complex, fragmented, and regulated. That’s where Rio excels.

We’re not trying to build a one-size-fits-all model. We’re applying AI — responsibly, transparently, and effectively — to solve very specific challenges in sustainability measurement, environmental reporting, risk governance, and decision support.

Learn more from Dan, Founder & CEO

Neurosymbolic AI

Siemens uses neurosymbolic AI in industrial automation, combining sensor data (neural) with logical process modeling (symbolic).

Neurosymbolic AI

At the heart of Rio’s platform is neurosymbolic AI — a next-generation approach that fuses machine learning with symbolic reasoning. Unlike traditional AI that operates as a black box, neurosymbolic AI brings together data-driven learning and rule-based logic to generate outcomes that are not only intelligent, but explainable and verifiable.

Combines statistical models with human-defined rules
Supports auditability, traceability, and accountability
Ideal for regulated, high-stakes sustainability environments

This hybrid model is especially powerful for sustainability reporting, where decisions must align with formal regulatory frameworks and taxonomies.

See Rio AI in action

Enterprises that Trust Rio

View case study

Integrate seamlessly with Rio

Data Engine & Integration

Rio’s platform connects directly to the systems that run your business — ERP, finance, supply chain, IoT — enabling real-time data ingestion without disruption.

Automated data collection from operational systems and suppliers
Standardised data mapping across multiple formats
APIs for seamless integration with existing platforms

This foundation ensures Rio captures the full picture — not just top-level estimates.

Integrate your systems with Rio AI

Sustainability Knowledge Graphs

Rio’s AI is enriched with proprietary sustainability knowledge graphs — machine-readable representations of ESG frameworks, regulations, and sector-specific guidance.

This means:

Data is automatically classified and contextualised
Regulatory logic (e.g., ISSB, CSRD, SFDR) is embedded in the system
Updates to frameworks are dynamically integrated into workflows

This capability enables rapid alignment with evolving global standards.

Talk to our team

Explainable & Auditable AI

Transparency is built into every layer of the Rio platform. Each data point, calculation, and recommendation can be traced back to its origin — with logic and thresholds visible to the user.

Confidence scoring and justification for AI-driven outputs
Visual audit trails and change histories
Designed for use by regulators, auditors, and internal compliance teams

Risk, Governance & Anomaly Detection

Rio’s AI doesn’t just report — it protects. Our embedded risk engine monitors for inconsistencies, omissions, or anomalies that may signal data quality issues or non-compliance.

Real-time alerts for missing or outlier data
Flags inconsistencies between operational and reported metrics
Customisable governance rules to match internal policies

Scalability & Security

Built for global enterprises, Rio is a secure, scalable cloud platform that supports organisations with operations across regions and regulatory regimes.

Enterprise-grade encryption and access controls
Scalable multi-tenant infrastructure
Ongoing monitoring, support, and compliance readiness

Transparency is built into every layer of the Rio platform. Each data point, calculation, and recommendation can be traced back to its origin — with logic and thresholds visible to the user.

Confidence scoring and justification for AI-driven outputs
Visual audit trails and change histories
Designed for use by regulators, auditors, and internal compliance teams

Rio’s AI doesn’t just report — it protects. Our embedded risk engine monitors for inconsistencies, omissions, or anomalies that may signal data quality issues or non-compliance.

Real-time alerts for missing or outlier data
Flags inconsistencies between operational and reported metrics
Customisable governance rules to match internal policies

Built for global enterprises, Rio is a secure, scalable cloud platform that supports organisations with operations across regions and regulatory regimes.