Explore trustworthy AI solutions.

Discover research-grounded AI systems with built-in safety, transparency, and accountability

Industry
Enterprise AI
Solutions Services Research Discover All

AI Risk Audits

Board & Executive Level

Comprehensive AI risk assessment with liability reduction frameworks and compliance documentation.

Learn more →

Safety Engineering

Production Systems

Build AI systems with uncertainty quantification, human-in-the-loop controls, and full audit trails.

Learn more →

Research & Publications

Peer-Reviewed Methods

Transparent methodologies with published research, open documentation, and reproducible results.

Learn more →

Core Trust Pillars

Foundation of every system we build

Safety-First

Human oversight required for all critical decisions.

Human Accountability

Clear ownership chains for every decision.

Mathematical Rigor

Explicit assumptions and uncertainty quantification.

Full Transparency

Complete audit trails for compliance.

AI Solutions

View all solutions →

Methods

Papers & Technical Notes

Bayesian inference frameworks, causal analysis, and information-theoretic diagnostics.

See publications →

Evaluations

Metrics & Benchmarks

Task-specific metrics, dataset-aware validation, and uncertainty reporting protocols.

See methods →

Systems

Prototypes & Deployed

Research prototypes and production deployments with continuous monitoring.

View solutions →

Interpretability

Tracing & Explanations

Attention visualization, feature attribution, and counterfactual analysis.

Research details →
Lebede Ngartera - Founder & AI Strategist, TeraSystemsAI

Lebede Ngartera

Founder & AI Strategist

Applied mathematics • Bayesian & probabilistic ML

RG

"We build systems where assumptions, evaluation, and operational constraints are explicit. We focus on safety engineering, uncertainty reporting, and transparency so that teams can make informed decisions about when and how to use AI."

Ready to deploy trustworthy AI?

Every system we build prioritizes safety, accountability, and transparency.

Get AI Risk Audit Contact Us