ENTERPRISE AI EVALUATIONS
Independent Evaluation
for Enterprise AI.
Human-led evaluations of the AI systems you ship. Structured Evidence Reports ready for compliance and legal review.
Regulated industries we evaluate
THE RISK
The Risk of Deploying Unverified AI
of enterprises report AI accuracy failures in production
of LLMs can be jailbroken with basic prompts
cost to fix post-launch vs pre-launch
OUR METHODOLOGY
The SingleAxis Safety Framework
The SASF is a standardized methodology for human evaluation of AI systems. Developed with input from AI safety researchers and refined across high-stakes deployment scenarios, it provides comprehensive coverage of the risks that matter in production.
WHAT WE EVALUATE
Enterprise AI Safety & Governance
Every AI system deployed without human evaluation is a liability. We provide structured, auditable proof that your AI meets safety, accuracy, and compliance standards before it reaches production.
Accuracy & Trust
Does your AI hallucinate? We find out before your customers do. Our evaluators run structured accuracy tests across your knowledge base, flagging hallucinations, citation failures, and confidence miscalibrations.
RAG · Knowledge Bases · Document Q&A
Security & Resilience
Can your AI be jailbroken, leaked, or manipulated? We test it. Red team evaluators probe your system for prompt injection, data leakage, boundary violations, and adversarial inputs.
Customer-Facing AI · Public Deployments · High-Stakes Applications
Agent Safety
Do your autonomous agents stay within guardrails? We verify it. End-to-end evaluation of agentic workflows — tool selection, multi-step reasoning, and task completion across complex environments.
Autonomous Agents · Tool Orchestration · Multi-Step Workflows
Compliance & Alignment
Is your AI ready for regulatory scrutiny? Our evaluation methodology is structured around the categories that major AI governance frameworks require — so the evidence we produce feeds directly into your compliance documentation.
Regulatory Readiness · Governance Frameworks · Audit Documentation
FRAMEWORK ALIGNMENT
Evaluation Aligned to Regulatory Frameworks
Our evaluation methodology is structured around the categories and requirements that major AI governance frameworks demand, so the evidence we produce is directly useful for your compliance documentation. We help you build the proof. Your legal and compliance teams use it.
EU AI Act (2024)
Our evaluations produce structured evidence relevant to high-risk system documentation and conformity assessment preparation under the EU AI Act.
Risk Classification · Transparency · Human Oversight
NIST AI RMF 1.0
Evaluation findings are structured around the Govern, Map, Measure, and Manage functions, giving your risk team evidence they can map directly to NIST requirements.
Govern · Map · Measure · Manage
ISO/IEC 42001:2023
Our Evidence Reports provide audit-ready evaluation documentation that supports AI management system requirements and certification preparation.
AI Management Systems · Audit Documentation
THE DELIVERABLE
The Evidence Report
Every evaluation culminates in a comprehensive Evidence Report auditable documentation that proves your AI system has been evaluated by credentialed professionals against our standardized framework.
Evidence Report
CONFIDENTIAL
Executive Summary
Overall assessment & SingleAxis Score
Findings by Category
11 SASF categories, 103 codes
Severity Distribution
Critical, High, Medium, Low
Recommendations
Prioritized action items
BY THE NUMBERS
Built for speed and precision.
Faster than traditional audit cycles
Turnaround
Evaluation Codes
Safety Categories
THE METHODOLOGY
Evaluation by Design.
AI evaluation only works if it's independent, repeatable, and defensible. These aren't aspirations — they're the operating constraints every SingleAxis engagement is built on.
Evaluator Credentials
Three-tier certification system: SA-I Bronze, SA-II Silver, SA-III Gold. Each evaluator undergoes rigorous training and ongoing assessment.
Learn about certificationThe SASF Framework
Standardized methodology with 11 categories and 103 evaluation codes covering accuracy, safety, privacy, fairness, explainability, robustness, voice, and vision. Every assessment follows the same rigorous process.
Explore the frameworkAudit Trail
Every evaluation is traceable, reproducible, and auditable. Complete documentation for compliance and regulatory requirements.
See our processIndependent
No vendor affiliation. No AI company on our cap table. Our evaluators have no financial relationship with the systems they test that independence is the entire product.
Standardised
Every evaluation follows the SASF protocol — the same 103 evaluation codes, the same 11 categories, every time. Consistency is what makes our Evidence Reports comparable and defensible.
Auditable
Every finding is documented, signed, and traceable to a specific evaluator and session. Built for compliance teams, legal review, and board-level reporting.
JOIN OUR NETWORK
Become an Evaluator
SingleAxis is building a network of credentialed domain experts who evaluate AI systems before they reach production. If you have deep expertise in a regulated industry and strong analytical skills, we want to work with you.
Evaluators work on a flexible, project-based basis. You'll be trained on the SASF framework and matched to evaluations in your area of expertise.
Domain Expertise
Deep knowledge in healthcare, finance, legal, government, or enterprise technology. You understand how AI failures manifest in your industry.
Analytical Rigour
Ability to run structured evaluations, document findings precisely, and distinguish between edge cases and systemic failures.
SASF Certification
All evaluators complete SingleAxis Safety Framework training. Bronze, Silver, and Gold tiers based on evaluation volume and accuracy scores.
Flexible Engagement
Project-based work that fits around your schedule. Evaluations typically run 2–5 days. Remote-first.
BRIEFINGS
AI governance is moving fast.
Regulatory frameworks, evaluation methodologies, and real-world deployment failures curated and analysed for the teams shipping AI into production.
Stay ahead of it.
Get frameworks, regulatory updates, and evaluation insights from the SingleAxis team. No spam.
Unsubscribe at any time.