Structure. Visibility. Control. At Every Stage of the AI LifeCycle.
AFFIRM is more than a platform, it’s a complete AI Management System (AIMS) designed to help you govern, secure, and scale AI responsibly. Explore how AFFIRM helps organizations like yours reduce risk, streamline compliance, maintain control and drive value with confidence.
Every Stage Matters: The AFFIRM AI Management Lifecycle
AI risk doesn’t start at deployment, or stop there. From procurement to monitoring, every stage carries risk. Yet most organizations either do nothing or rely on outdated tools and manual processes that weren’t built for AI. AFFIRM delivers full-lifecycle structure, automation, and visibility so you can close the gaps before they become consequences.
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Discover your organization’s AI maturity level by assessing use cases, risks, and gaps, while building a structured process for responsible procurement and deployment.
2
Build a living system of record for all your AI—mapping models, tools, and use cases so you can track ownership, usage, risk, and alignment with business objectives.
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AI Governance, Risk & Compliance
Maintain compliance with internal policies and external regulations using AFFIRM’s framework packs, designed to streamline AI and cybersecurity governance. Built on Zero Trust principles, AFFIRM keeps you aligned with NIST publications, international standards like ISO 42001, and emerging regulatory requirements.
4
AI Model Security
AI Model Security
Monitor model performance to detect sensitive data leakage, and other security concerns, surfacing security and integrity risks traditional tools can’t see.
5
Continuous AI System Monitoring
Continuous AI System Monitoring
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Analytics, Reporting & Audit Support
Analytics, Reporting & Audit Support
Generate comprehensive, audit-ready reports across your entire AI ecosystem—including inventory, compliance, risk, model performance, and procurement—automatically logged, versioned, and exportable in just a few clicks.
AI Readiness & Procurement
Assess. Align. Procure with Confidence.
AI Readiness & Procurement helps you assess your organization’s maturity, identify critical governance gaps, and prepare your teams for what’s next. With a clear picture of your current state and a structured procurement framework to guide your decisions, you’ll lay the groundwork for safe, scalable AI, from day one.
AI Readiness Assessment
- Understand your current AI maturity.
- Evaluate use cases, organizational readiness, risk exposure, and operational gaps to establish a clear baseline for AI governance and growth.
Governance Gap Analysis
- Find what’s missing before it becomes a problem.
- Identify gaps in your current AI-related policies, oversight, and accountability structures—so you can proactively close them. No Policies yet, no worries, AFFIRM provides over 30 expert templates to get you where you need to be.
Regulatory Requirements Discovery
- Know which law and regulations apply to you before you deploy.
- Surface the regulatory and compliance requirements relevant to your AI systems—so you don’t get caught off guard later. We track the laws and regulations so you don’t have to!
Education & Enablement
- Bring your teams along for the journey.
- Give staff access to curated educational content and a learning management system (LMS) to build awareness of responsible AI use.
AI Readiness Assessment
- Understand your current AI maturity.
- Evaluate use cases, organizational readiness, risk exposure, and operational gaps to establish a clear baseline for AI governance and growth.
Governance Gap Analysis
- Find what’s missing before it becomes a problem.
- Identify gaps in your current AI-related policies, oversight, and accountability structures so you can proactively close them. No policies yet? No problem. AFFIRM provides over 30 expert templates to get you where you need to be.
Regulatory Requirements Discovery
- Discover which laws and regulations apply to your organization before you deploy.
- Surface the regulatory and compliance requirements relevant to your AI systems so you don’t get caught off guard later. We track the laws and regulations so you don’t have to!
Education & Enablement
- Bring your teams along for the journey.
- Give staff access to curated educational content and a learning management system (LMS) to build awareness of responsible AI use.
AI Use Case & System Inventory Management
Get Visibility Before You Scale.
Without a clear understanding of what AI is being used, where, and by whom, governance becomes guesswork. AFFIRM gives you a living, centralized system of record for all your AI activity so you can discover hidden risks, surface shadow tools, and drive informed decision-making across the enterprise.
System & Use Case Discovery
- Know what’s running—and what it’s doing.
- Uncover AI systems and use cases across teams, vendors, and tools. Understand how they’re being used, who owns them, and what risks they present—so nothing slips through the cracks.
Living System of Record
- Centralize what matters, and keep it up to date.
- Create a continuously updated inventory that tracks every model, tool, and use case in one place—linking them to owners, departments, data sources, and business functions for complete accountability.
Automated Reporting
- Turn inventory data into insight.
- Generate on-demand reports for leadership, compliance teams, and auditors—covering AI usage, ownership, and associated risks, without manual data collection.
System & Use Case Discovery
- Know what’s running and what it’s doing.
- Uncover AI systems and use cases across teams, vendors, and tools. Understand how they’re being used, who owns them, and what risks they present so nothing slips through the cracks.
Living System of Record
- Centralize what matters, and keep it up to date.
- Create a continuously updated inventory that tracks every model, tool, and use case in one place, linking them to owners, departments, data sources, and business functions for complete accountability.
Automated Reporting
- Turn inventory data into insight.
- Generate on-demand reports for leadership, compliance teams, and auditors, covering AI usage, ownership, and associated risks, without manual data collection.
AI Governance, Risk & Compliance (GRC)
Stay Aligned, Audit-ready, and in Control at Every Level.
AFFIRM gives you the tools to operationalize governance and streamline compliance across all your AI systems. More than just federal standards or high-level frameworks, AFFIRM helps you meet evolving requirements at the state, local, and organizational level. From frameworks and tasks to artifacts and reporting, you get a centralized, actionable approach to enforcing policies and proving alignment without the chaos of manual tracking or disconnected systems.
150+ Frameworks
- AI, Security, Privacy, State & Global Regulations—All Covered.
- Access pre-built, continuously updated compliance frameworks spanning AI governance, cybersecurity, data privacy, and international and U.S. state laws.
Task Tracking
- Turn governance into action.
- Assign, track, and verify implementation of every control and policy in real time so you always know who’s responsible, what’s overdue, and where your gaps are.
Compliance Artifacts Library
- Proof of compliance, organized and exportable.
- Store, manage, and export all compliance artifacts in one centralized library. From control evidence to assessments and reviews, everything is organized for traceability and ready when regulators or stakeholders need it.
One-Click Reporting
- Be ready before the audit begins.
- Instantly generate exportable reports that show compliance status, task progress, framework alignment, artifact alignment, and system coverage, no last-minute scrambling required.
Master Controls Mapping
Do the work once. Prove it everywhere.
AFFIRM maps all supported laws, frameworks, and internal policies to a unified master control set, or crosswalk, so each action taken covers multiple standards and directives. No rework, no duplication, just efficient, aligned compliance.
Comply once — map many.
AI Frameworks
Your AI compliance foundation—built on the frameworks that matter.
From global standards to cutting-edge AI governance models, AFFIRM brings together the trusted frameworks you need to operationalize responsible AI.
Privacy Frameworks
AFFIRM helps you stay compliant with the world’s leading privacy standards.
From GDPR to HIPAA, our platform supports privacy-by-design—enabling responsible data use, risk mitigation, and scalable governance across all your AI systems.
Security Frameworks
AFFIRM supports the security frameworks that power trust.
From NIST SP 800-53 to CMMC and ISO/IEC 27001, AFFIRM aligns with the industry’s most critical standards—helping you protect systems, secure data, and meet compliance with confidence.
Custom Frameworks
Don’t see what you need? We’ve got you covered. Our team can build and map custom frameworks for you, whether it’s to prove compliance with internal policies across the enterprise or align with specific external standards.
Click on a state to explore the AI laws governing your operations.
Click on a country to explore the AI laws governing your operations.
AI Model Security
See What Traditional Security Tools Can’t.
AI introduces a new class of security risk—models that leak sensitive data, expose internal logic, or behave unpredictably under pressure. AFFIRM gives you the visibility to detect and address those risks at the model level, helping you secure not just your infrastructure, but the AI itself.
Sensitive Output Monitoring
- Catch unintended disclosures before they cause damage.
- Track model outputs for signs of sensitive information leakage—like PII, internal data, or protected content—and receive real-time alerts when risk thresholds are crossed.
Misuse & Prompt Injection Detection
- Stay ahead of adversarial behavior.
- Monitor model behavior for signs of prompt injection, jailbreak attempts, or misuse—surfacing attempts to manipulate the system or bypass policy controls.
Security Drift Tracking
- Models change—so should your oversight.
- Track how a model’s security posture evolves over time, identifying degradation or drift in behavior that could expose new vulnerabilities or violate internal controls.
Model-Level Risk Intelligence
- See risk from the model’s point of view.
- AFFIRM analyzes the model itself—what data it accesses, how it interacts with systems, and what it reveals in its outputs—so you can surface hidden vulnerabilities that infrastructure tools miss.
Sensitive Output Monitoring
- Catch unintended disclosures before they cause damage.
- Track model outputs for signs of sensitive information leakage, like PII, internal data, or protected content, and receive real-time alerts when risk thresholds are crossed.
Misuse & Prompt Injection Detection
- Stay ahead of adversarial behavior.
- Monitor model behavior for signs of prompt injection, jailbreak attempts, or misuse, surfacing attempts to manipulate the system or bypass policy controls.
Security Drift Tracking
- Models change—so should your oversight.
- Track how a model’s security posture evolves over time, identifying degradation or drift in behavior that could expose new vulnerabilities or violate internal controls.
Model-Level Risk Intelligence
- See risk from the model’s point of view.
- AFFIRM analyzes the model itself, what data it accesses, how it interacts with systems, and what it reveals in its outputs, so you can surface hidden vulnerabilities that infrastructure tools miss.
Continuous AI System Monitoring
Regulations Require It. Risk Demands It.
Methodology & Value
Monitoring after deployment isn’t optional, it’s a business-critical necessity.
As AI systems evolve post-deployment, their behavior can change in subtle or significant ways, introducing risks that traditional QA or DevOps monitoring can’t detect. Without active oversight, organizations open themselves up to inaccurate outputs, undetected bias, hallucinated content, regulatory violations, and lost stakeholder trust.
Why you need continuous monitoring:
- Ongoing assurance that models perform as expected in production.
- Early detection of risks like drift, bias, and hallucination, before they escalate.
- Reduced legal and reputational exposure through proactive issue identification.
- Stronger stakeholder trust in AI outcomes and decision-making.
- Audit-ready traceability that meets rising regulatory and policy demands.
With AFFIRM, you don’t just deploy AI, you insure your investment.
What We Monitor
If we can prompt it, we can monitor it.
AFFIRM is use case, model, and cloud agnostic. Whether you’re deploying LLMs, RAGs, task-specific models, or emerging agentic AI systems, we monitor what matters most: real-world behavior. Our platform evaluates outputs continuously, identifying risk signals across performance, reliability, and safety, regardless of where or how the model is deployed.
Key focus areas include:
- Performance Metrics – Know how your models are operating in real time.
- Quality Metrics – Ensure outputs meet your internal standards and expectations.
- Risk & Safety – Detect if models are misfiring, drifting, or under attack, before it becomes a problem.
What We Measure
AFFIRM tracks the metrics that matter, helping you understand how your AI performs, where risks may exist, and whether it meets your real-world standards.
Performance & Quality
Core Classification Metrics
Accuracy
Precision
Recall
Correctness (F1 Score)
Output Quality & Coherence
Readability (FRES)
Readability (SMOG)
Consistency
Meteor score
Semantic Fidelity
Groundedness
Hallucination
Relevance
AI System Telemetry
Response Time
Token Usage
Risk & Safety
Discrimination & Toxicity
Hate Unfairness
Toxicity
Violence
Privacy & Sensitive Data
Copyright Evaluation
PFI Vulnerability
PHI Vulnerability
PII Vulnerability
Malicious Actors & Misuse
Direct Attack (Jailbreak)
Indirect Attack (Intrusion)
Misinformation
Indirect Attack (Manipulated content)
Human Computer Interaction
Indirect Attack (Information Gathering)
How We Monitor
AFFIRM connects directly to your AI models, no matter where they’re deployed, to continuously measure real-world performance in real time. AFFIRM analyzes model inputs, outputs, system interactions, and downstream effects to surface meaningful signals across accuracy, bias, reliability, safety, and compliance.
Unlike static documentation or snapshot assessments, AFFIRM delivers live oversight by:
Tapping directly into model interfaces to observe behavior under real-world conditions
Detecting anomalies and drift as they emerge, not after the fact
Flagging policy violations, misuse, and risky outputs with configurable alerts
Linking performance signals to individual models and use cases so teams can respond with context
Whether you’re running LLMs, RAGs, agentic systems, or custom models, AFFIRM gives you a clear, centralized view of how your models are performing so you’re never caught off guard by silent failures or unseen risks.
Analytics, Reporting & Audit Support
Save time. Reduce Cost. Stay Audit Ready.
AFFIRM eliminates the scramble by automating compliance reporting and documentation. From internal reviews to external audits, our reporting tools help you reduce manual effort, cut down on preparation time, and provide consistent, defensible outputs—so you’re always ready when oversight comes calling.
Internal Stakeholders & External Audits
- Prove compliance with confidence.
- Ensure both internal teams and external regulators have access to consistent, audit-ready documentation. AFFIRM eliminates last-minute scramble by keeping your reporting centralized, accurate, and always up to date.
Custom Reports
- Tailored to your goals, teams, and frameworks.
- Create custom reports that align with specific internal policies, departments, or compliance objectives—so you can deliver exactly what stakeholders need, without digging through disconnected systems.
One-Click Reports
- Get the right answers, instantly.
- Instantly generate detailed summaries of your AI system’s compliance and performance posture. No formatting, no delays—just fast, consistent, shareable output that’s always presentation-ready.
Automatic Artifact Creation
- Evidence that builds itself.
- As AFFIRM monitors your AI systems, it automatically captures and stores compliance artifacts—creating an auditable trail without manual effort. Each test, result, and flag is versioned and exportable when you need it.
Internal Stakeholders & External Audits
- Prove compliance with confidence.
- Ensure both internal teams and external regulators have access to consistent, audit-ready documentation. AFFIRM eliminates last-minute scramble by keeping your reporting centralized, accurate, and always up to date.
Custom Reports
- Tailored to your goals, teams, and frameworks.
- Create custom reports that align with specific internal policies, departments, or compliance objectives—so you can deliver exactly what stakeholders need, without digging through disconnected systems.
One-Click Reports
- Get the right answers, instantly.
- Instantly generate detailed summaries of your AI system’s compliance and performance posture. No formatting, no delays—just fast, consistent, shareable output that’s always presentation-ready.
Automatic Artifact Creation
- Evidence that builds itself.
- As AFFIRM monitors your AI systems, it automatically captures and stores compliance artifacts—creating an auditable trail without manual effort. Each test, result, and flag is versioned and exportable when you need it.
Supporting You on Your AI Journey
You don’t have to navigate AI governance alone. From integration to policy to ongoing operations, Synergist Technology offers full-spectrum support to help you implement AFFIRM effectively and maintain compliance without slowing down innovation.
AI Readiness & Strategy
Lay the foundation for responsible AI.
Get expert support to evaluate your AI maturity, identify gaps, and develop a roadmap aligned with your organizational goals. From procurement frameworks to policy strategy, we help you design a governance structure that supports responsible growth—before deployment begins.
System Integration
Make AFFIRM work where you work.
We connect AFFIRM to your existing tools, data sources, infrastructure, and workflows, ensuring seamless implementation, minimal disruption, and long-term usability across teams.
AI Governance, Risk & Compliance Consulting
Turn complex requirements into operational clarity.
We help you navigate evolving AI regulations, frameworks, and risk management expectations, translating policy into actionable controls. Our team supports you in aligning with ISO 42001, NIST AI RMF, OMB guidance, and more, while building the documentation and accountability systems to prove compliance.
AI Cybersecurity
Secure your AI models from the inside out.
We assess AI-specific cybersecurity risks like data exposure, model misuse, and adversarial threats, and help you implement protections that align with your broader security posture. From policy to technical guardrails, we make security integral to your AI model.
AI Monitoring
Build oversight into your AI operations.
Our team helps you operationalize continuous monitoring from defining test cases and risk thresholds to configuring alerts and integrating dashboards. We tailor your monitoring strategy to each system, so performance, fairness, and compliance never go unchecked.
Managed Services
Compliance without the overhead.
From monitoring and documentation to ticketing and risk mitigation, our team delivers full-service platform support tailored to your environment. Ideal for organizations that want the confidence of continuous AI oversight without the burden of managing it all in-house.
Trusted by the Best
Ready to Take Control of Your AI? Schedule a Demo Today.
We’ll work around your schedule to find a time that fits your team.
