TRAMS.ai

Trusted Responsible AI Management System

Never before has AI Governance and Data Privacy been delivered in this depth from a single stack

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​Data Quality Assessment

PACTUM Module:
​Evaluate dataset health and integrity. Automate ML-Specific critical quality checks including bias detection.

Benefits: Reduce manual validation efforts by 80%. Enhance model reliability. Prevent biased training sets halting projects.

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​Anonymizer
​

State of the art anonymisation options.
​Obfuscation,  k-anonymity, and Differential Privacy. 

Benefits
Visibility of Re-identification risk.
Privacy vs. utility. Anonymisation method is chosen based on data and risk profiles.

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​Synthetic Data Generator

Create life-like data from clear text, or even from pre-anonymised source datasets, for training GenAI models. 

Benefits
Real data insights without ever exposing your real datasets to GenAI. Not even to the Generator. 

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​​​Homomorphic Encryption

OBSCURA module
Share, process and perform analytics on encrypted data without decrypting the original dataset.

Benefits
Monetise encrypted data while maintaining regulatory data compliance and sovereignty.

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Federated
​Learning

NexusFL module
Enables collaborative training of models without directly sharing underlying data. 

Benefits
​Multiple parties engage in reduced risk AI collaboration for privacy-preserved machine learning projects.

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AI Threat Modelling

Uncover exploitable Al system vulnerabilities. Identify, assess and minimise security, privacy & ethical risk.

Benefits
Protect critical business operations with AI-native tools.​

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AI Threat
​Intelligence

SecAI module 
Offers rapid threat report generation, CTI accuracy (99.9%), & analysis of billions of threat entities

​Benefits
Protect AI systems against cyberattacks and data breaches with faster Mean Time To Identification (MTTI) 

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Model Performance
​Evaluation

MODEL EVALUATOR module
​Identifies, mitigates bias, error, and unfair outcomes in AI systems.

Benefits
Explainability. Transparency. Determine trustworthiness of your AI system’s predictions.

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Model Privacy Auditing

PRIVACY METER module
Audits data privacy in AI statistical and Machine Learning models.

​Benefits
Rigorous, quantitative measurements of privacy risks for 'go/no go' decision.

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AI ​Risk Evaluation 

Next-generation AI Conformity Analysis tool  for evaluating, documenting, and continuously improving AI systems 

​Benefits
Simplify alignment with EU AI Act, ISO/IEC 42001. Categorise AI

DISCOVER

Unified AI Governance and Advanced Data Privacy