Security & Trust

Cybersecurity built around the realities of energy infrastructure.

Renacore treats operational data integrity, integration security and the OT boundary as fundamental parts of the platform architecture.

Security Starts With the Architecture

AI in energy infrastructure cannot be treated like ordinary enterprise software.

Renacore is designed around the full path from operational data to engineering decision, with clear boundaries between data, models, integrations and the systems that operate physical equipment.

Protect the Operational Boundary

Read-only toward operational technology.

Renacore can analyse operational data without gaining authority over the systems producing it.

There is no control command path to PLC, DCS or SCADA systems.

The separation between intelligence and operational control is deliberate.

Trust Starts With the Data

Every conclusion depends on the integrity of its inputs.

Renacore treats data quality, provenance and integrity as part of the security model.

Missing values, incorrect timestamps, faulty sensors, inconsistent units or unexpected changes in operating conditions can affect what a model sees.

The platform is designed to identify these limitations rather than silently turn unreliable inputs into confident conclusions.

Govern the Models

Models are part of the security boundary.

AI reliability can change as equipment, operating conditions and data evolve.

Renacore manages models through controlled versions, validation, monitoring and traceability so changes in model behaviour can be identified and reviewed.

Confidence and uncertainty remain part of the result.

Secure Every Integration

Every connection creates a trust boundary.

Renacore connects operational data, engineering systems and maintenance workflows without treating those interfaces as trusted by default.

Authentication, role-based access, encrypted transport and controlled client boundaries govern how information enters and moves through the platform.

Each client deployment maintains its own infrastructure, credentials and integration configuration.

Humans Retain Operational Authority

Intelligence does not equal authority.

Renacore presents evidence, findings and recommendations.

Engineers approve, reject or defer them.

There is no autonomous equipment control, and any maintenance action leaving the platform requires human approval before it enters the existing maintenance workflow.

Evidence You Can Inspect

A trustworthy result should be possible to challenge.

Renacore keeps findings connected to the operational evidence, model outputs, engineering context, confidence and uncertainty behind them.

This creates a traceable path from what the platform observed to what an engineer decided.

Security Evolves With the Platform

New integrations, models, client environments and attack techniques change the risk surface over time.

Renacore treats cybersecurity as an ongoing engineering discipline, with risk assessment, monitoring and security controls developing alongside the platform.

Research-Driven Security

Renacore's security approach is informed by dedicated research into cybersecurity for AI systems in energy infrastructure.

The research examined risks across operational data, AI models, software dependencies, APIs, integrations, OT environments, monitoring and governance, and translated them into a cybersecurity framework built around Renacore's platform.

The work draws on:

These frameworks inform Renacore's security approach. They do not represent certification or compliance claims.

  • NIST AI Risk Management Framework
  • NIST Cybersecurity Framework 2.0
  • NIST SP 800-82
  • Cybersecurity Capability Maturity Model
  • Adversarial machine learning research

Start With a Controlled Deployment

Evaluate Renacore with defined data access, integration boundaries, security requirements and operational ownership before expanding its role.