Critical Verification & Hallucination Triage
Tests the ability to spot subtle AI fabrications, numerical errors, and biased reasoning — before unvetted errors reach clients, financial reports, or production lines.
Workforce AI Readiness, Diagnostic Testing & Compliance
Your tech is ready for AI. Is your workforce?
The greatest risk to enterprise AI isn't technical — it's human. Eliama Meribas tests, scores, and certifies your team's real-world AI competency. Identify operational blind spots, stop shadow-AI data leaks, and satisfy EU AI Act literacy requirements with verifiable behavioral data.
100%
Audit-Ready Alignment with EU AI Act Article 4 (AI Literacy)
78%
Reduction in Enterprise Shadow-AI & Data Leak Incidents
3.4x
Faster Workflow Adoption Across Operational Teams
15
Mins Average Adaptive Diagnostic Time per Employee
The Problem with Standard AI Training
Most enterprises buy generic video courses that employees leave playing in a background tab. These courses test passive memory, not active behavioral competence. When a real scenario arises — a subtle hallucination in a contract, sensitive customer data needing anonymization — employees still fail.
The Meribas Diagnostic Approach
Meribas puts employees into simulated operational sandboxes. They interact with realistic scenarios: auditing hallucinated financial balances, debugging broken prompt-chains, and handling confidential client documents. Meribas tracks actual keyboard behavior, verification diligence, and decision latency.
Five dimensions of workforce readiness.
Data Privacy & Shadow AI Susceptibility
Simulated scenarios gauge whether employees leak PII, client NDAs, or proprietary IP into public LLMs — eliminating GDPR fines and trade-secret leakage.
Agentic Collaboration & Task Delegation
Measures prompt hygiene, context framing, multi-turn steering, and human-in-the-loop sign-offs — ending productivity loss from poorly structured prompts.
Psychological Safety & Tool Adoption
Diagnoses hidden resistance, displacement anxiety, and passive rejection of new tools — solving the 70% failure rate of enterprise rollouts caused by non-adoption.
Regulatory & Ethical Compliance
Assesses understanding of copyright boundaries, disclosure rules, and ethical AI standards under EU law — compliance-ready for audits and ISO 42001.
Adaptive Scenario-Based Testing
No multiple-choice trivia. Realistic workplace simulations tailored to roles — finance, HR, engineering, legal, supply chain. Employees interact with simulated agents, spot deliberate errors, and demonstrate secure data handling.
The Enterprise AI Readiness Heatmap
Executive dashboards aggregate sessions into anonymized departmental heatmaps: which units are high-risk vectors for data leakage, which teams can run autonomous agents, and where training capital unlocks the most productivity.
EU AI Act Article 4 Audit Certifications
Tamper-evident, auditable literacy records. When regulators ask for proof of workforce AI competency, Meribas exports verified compliance logs: when each employee was evaluated, their score, and their mastery of human oversight principles.
Shadow AI & Prompt Injection Vulnerability Index
Simulated phishing and prompt-injection tests measure how easily staff can be tricked by adversarial AI inputs or tempted into using unapproved public tools for corporate tasks.
One ecosystem. Humans measured like machines.
Upstream — Diagnostic Gate
Before deploying Protea, Dahlia, or Kervalt, Meribas audits the teams expected to operate them.
Downstream — Operational Enablement
Once certified, staff receive role-based credentials to supervise and sign off on autonomous FloraOS agent decisions.
Pre-Deployment Filter
Before deploying high-impact flowers like Dahlia or Protea, Meribas benchmarks plant managers and engineers. Low scores on critical verification restrict automated sign-off permissions until remediation is complete.
Kervalt Integration
For law firms, notaries, and SMEs on Kervalt, Meribas runs sovereign data-handling simulations to ensure zero accidental leaks of unredacted files into external channels.
Continuous Re-Certification
Quarterly micro-evaluations — five-minute scenarios testing teams on emerging attack vectors, model updates, and regulatory changes.
Three ways to start.
The Rapid Readiness Audit
1–2 weeks · up to 500 employeesBenchmark core business units with a full executive report: organizational AI readiness, shadow-AI exposure, and capability heatmaps. The entry point for larger FloraOS or Kervalt implementations.
Meribas Enterprise SaaS
meribas.app · subscriptionContinuous quarterly testing and adaptive upskilling, automated EU AI Act Article 4 compliance reporting, and direct API integration with HRIS and identity providers (Okta, Microsoft Entra ID).
Pre-Deployment Certification Pack
Bundled with FloraOSTrain and certify the primary operational users before go-live, bundled with every enterprise deployment of the Eliama ecosystem.