AI Security Validation
Built for Auditor Review
HAIEC (High Assurance In Every Consequence) is an AI security validation and audit-evidence platform. Scan your AI application source code, run authorized adversarial tests against live AI systems, and generate traceable, tamper-evident reports structured to support auditor and assurance review.
Our Mission
We built the infrastructure so any team can validate their AI systems and produce structured technical evidence. Tools for self-serve teams. Engines for independent auditors. Service for those who need execution.
HAIEC represents supported obligations and checks as versioned deterministic rules where they can be evaluated programmatically, while interpretation-dependent requirements remain subject to contextual and human review. The engines are not gated. Run them yourself. Generate structured technical evidence that auditors and assurance teams can review. Teams can perform substantial evidence collection and technical validation directly, while involving qualified auditors, counsel or specialists where independent review or legal interpretation is required.
Our Vision
A world where every AI system has a traceable, auditable validation trail. Where security evidence is built-in through deterministic engines, not bolted-on through manual processes.
We are building the infrastructure for continuous, automated AI security validation. Kill switches, adversarial testing, and cryptographic evidence generation as standard practice, not luxury features.
AI may reason probabilistically.
Consequential actions require assurance.
HAIEC builds deterministic assurance for AI systems by connecting evaluated scope, evidence, capability, assurance claims, and verifiable decision records.
Why This Matters
AI systems are moving beyond generating answers. They increasingly call tools, query databases, modify records, invoke APIs, change infrastructure, coordinate workflows, and interact with shared systems.
The problem therefore shifts from only "Was the AI output acceptable?" toward:
What was the system allowed to decide?
What could it actually do?
What evidence supported the action boundary?
Research Frontier
Permission is not delegation.
A system can technically possess permission to perform an action without having been delegated every consequential choice inside that action.
HAIEC is researching ways to distinguish authorized capability from delegated discretion, recover possible effects, preserve critical invariants, and reason about sequences of autonomous actions. This is what we are working toward.
Core Technology
5 innovations that make AI security validation verifiable, not just claimable
Compliance Twin
Continuous versioned compliance state with drift detection and regression analysis.
Root Cause Analysis
Automated regression detection and cause identification across compliance snapshots.
Cross-Framework Mapping
Map a remediation across overlapping controls in supported frameworks.
Modular Rule Engine
Jurisdiction-specific rule packs with custom composition and versioning.
Evidence Fingerprinting
Tamper-evident Merkle tree bundles with HMAC-SHA256 cryptographic signatures.
Our Core Values
The principles that guide everything we build
Integrity
Deterministic engines deliver traceable results. For the same versioned rules, normalized inputs and execution conditions, deterministic evaluation paths are designed to produce reproducible results. Structured evidence that auditors and assurance teams can review.
Courage
We enable organizations to take ethical action without needing armies of consultants. Compliance as code, not compliance as theater.
Empathy
We build for real teams facing real constraints. Powerful tools that respect your time, budget, and technical reality.
Clarity
Complex regulations transformed into actionable steps. If it is not clear, it will not scale.
Deterministic AI Governance
Our approach to AI governance: deterministic rules, traceable audit trails, and compliance frameworks that eliminate ambiguity.
Deterministic AI Governance Deck
12 slides covering the philosophy behind HAIEC's compliance infrastructure
What We Do
We provide deterministic security validation engines and audit-evidence generation for organizations deploying AI systems.
Security Validation
Static source code scanning, runtime adversarial testing, and compliance evidence generation for SOC 2, ISO 27001, EU AI Act, NYC LL144, and other regulations.
Continuous Monitoring
Compliance Twin monitors AI system compliance posture over time, detecting drift and regressions as code changes introduce new risks.
Structured Evidence
SHA-256 hashed, tamper-evident artifact bundles with traceable findings mapped to specific regulatory clauses. Structured to support auditor and assurance review.
How We Approach Compliance
Our approach combines deterministic engines with regulatory requirements to deliver compliance evidence grounded in how AI systems actually work.
Runtime Over Documentation
We focus on how AI systems actually behave in production, not just what their documentation claims. This includes drift detection, consistency testing, and adversarial testing against live endpoints.
Pre-deployment testing often fails to predict real-world AI behavior, which is why continuous monitoring is essential for compliance.
Evidence-Based Standards
We translate regulatory requirements on AI alignment, fairness, and transparency into practical compliance checks that organizations can implement.
Our team includes practitioners from ML, regulatory compliance, and software reliability engineering.
Longitudinal Monitoring
Point-in-time audits miss compliance drift. We track AI system evolution over time, comparing current posture against established baselines.
This catches gradual changes that traditional monitoring misses, helping organizations maintain compliance as their AI systems evolve.
Regulatory Translation
We translate complex regulatory requirements into clear, actionable technical specifications that engineering teams can implement.
Our guides bridge the gap between legal language and technical implementation, making compliance accessible to both legal and engineering teams.
Our Platform
A complete suite of AI security validation and audit-evidence tools designed for enterprises and startups alike.
FREEDiscovery Tools
Law Finder
Find out which AI laws apply to your business in 2 minutes. No signup required.
AI Risk Calculator
TurboTax-style assessment to calculate your AI compliance risk score.
Bias Check
Audit job postings and hiring data for potential bias indicators.
Reg Check
AI compliance checklist for EU AI Act, Colorado, NYC LL144.
ASSESSMENTSCompliance Roadmap
GDPR Assessment
Complete GDPR readiness evaluation with AI-specific provisions.
Free assessment, reports in paid tiers
HIPAA AI Assessment
Healthcare AI compliance for covered entities and business associates.
Free assessment, reports in paid tiers
ISO 27001 Gap Analysis
Information security management system assessment.
Free assessment, reports in paid tiers
ISO 42001 Assessment
AI management system certification readiness.
Free assessment, reports in paid tiers
PREMIUMEnterprise Tools
DocGen Pro
Generate RIPA documents, bias audit reports, and impact assessments rapidly.
Included in paid tiers
Compliance Twin
Continuous compliance monitoring with drift detection and regression analysis.
Business tier and above
Contract Forge
MSA, NDA, SLA generator with e-signature integration.
Enterprise tier
AI Inventory
Discover, inventory, and govern all AI systems across your organization.
Pro tier and above
HAIEC API
Integrate compliance checks directly into your CI/CD pipeline.
Pro tier and above
LLMverify
AI output verification — prompt injection detection, PII redaction, hallucination risk scoring.
Free / Open Source (MIT)
FRAMEWORKSFrameworks & Methodologies
CSM6 Framework
Six-layer governance model for treating AI as behaving, adaptive systems.
ISAF
Intelligent System Assessment Framework for comprehensive AI evaluation.
OSNIT
Open Source Intelligence methodology for AI system analysis.
Who We Serve
Whether you run the engines yourself or need an independent auditor to verify your compliance state, the tools are the same.
AI SaaS Companies
Selling to enterprise buyers who require SOC 2, ISO 27001, or EU AI Act compliance evidence before procurement approval.
Fintech and Healthtech
Deploying AI in regulated industries where HIPAA, GDPR, and sector-specific requirements apply from day one.
Security Teams and CISOs
Reviewing AI risk across the organization. Run structured adversarial simulations and get findings mapped to compliance frameworks.
Audit Agencies and Law Firms
Use HAIEC deterministic engines to produce traceable, independently verifiable evidence for your clients. Same rules. Same output. Every time.
HR Tech and Hiring Platforms
Using automated decision tools subject to NYC LL144 bias audit requirements and Colorado AI Act deployer obligations.
Project Managers and AI Leads
Running AI initiatives that need to pass governance reviews, investor due diligence, or customer security questionnaires from day one.
Our Model
Access the engines. Generate the evidence. Scale to service when you need it.
Self-Serve Tools
Full access to compliance engines, security scanners, and evidence generators. Supported obligations represented as versioned deterministic rules where they can be evaluated programmatically. Run them yourself. Generate structured evidence from day one.
Explore ToolsEngine Access for Verification
Your auditor can run the same deterministic engines you did. Same input, same output. Independent verification without a second engagement. Same rules. Same evidence.
See EnginesFull-Service Engagements
For teams that need hands-on execution, not just tools. We run the same engines available on the platform. Same deterministic output. Same signed evidence. Limited engagements per quarter.
Book for AvailabilityStart With the Engines
Run the same deterministic engines we use in our own engagements. Generate structured evidence. Scale to full-service when you need execution.
AI Security Validation. Traceable Evidence.
HAIEC — High Assurance In Every Consequence
HAIEC maintains auditor-grade AI compliance evidence for external review.