Risk Screen

Decision Category
🧑‍💼 Hiring
🏢 Workplace
💰 Finance
🏥 Healthcare
📋 Policy
👤 Personal
💡 Other
Decision
Context

Running compliance check…

Regulatory Risk Report

⚠️ Violations Detected
💡 Recommended Action
Risk Confidence Score
🔬 Explainability — Why was this flagged?

Multi-framework reasoning used as supporting evidence. Not a legal determination.

Kantian Ethics

Utilitarianism

Virtue Ethics

📋 Decision History

Metadata only — decision text is never stored.

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📂 Batch Evaluation

Upload a CSV with columns: decision, category and any context columns. Returns a results CSV with risk flags, confidence, recommendation, and regulatory refs. Limit: 100 rows.

📄
Click to upload CSV

or drag & drop here

📊 Disparate Impact Analysis — EEOC 4/5ths Rule

Upload a CSV of AI decisions with a demographic column. Pragma computes selection rates per group and flags any group below the EEOC 80% threshold — the same analysis required by NYC Local Law 144 annual bias audits.

📊
Click to upload CSV for disparity analysis

Needs at least one demographic column and one outcome column · Up to 5,000 rows

Sample CSV Format
applicant_id,race,gender,decision 1001,White,Female,advance 1002,Black,Male,decline 1003,Hispanic,Female,advance ...
🔐 Regulatory Audit Trail

One row per evaluation — SHA-256 input hash, no raw decision text stored. Proxy variables and firewall verdicts logged per ECOA & EU AI Act Art. 12 requirements. Hand this to a regulator.

JSON-LD export is W3C PROV-compatible — submit directly to regulators or GRC tools.
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🏛️ Register AI System — EU AI Act Full Compliance

Register your AI system for a complete 15-article EU AI Act compliance assessment covering Arts. 4, 5, 6, 9–15, 17, 25, 27, 30, and 33. Generates an auditable compliance certificate.

Live Compliance Scenarios

Run pre-built scenarios against the live Pragma engine. Each scenario mirrors a real AI system and shows which regulations pass or fail — the same evidence you'd hand a regulator.

📦 Compliance Policy Packs

Activate additional compliance frameworks beyond EU AI Act. Controls are tracked per-org and appear in audit reports.

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📊 Disparate Impact Monitor

EEOC 4/5ths rule — decision outcome rates across protected groups. Alerts fire when AIR < 0.8 for two consecutive weeks.

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Record a Decision Outcome
💳 Plan & Billing
Free
🏢 Organizations

Create a workspace to share decision history with your team. Share the invite code with colleagues.

🔑 API Keys

Use your API key to call Pragma from your own AI systems. Every decision your AI makes can be evaluated in real-time. The raw key is shown once — store it safely.

How to integrate
import requests result = requests.post( "https://www.usepragma.co/evaluate-decision", headers={"Authorization": "Bearer YOUR_PRAGMA_KEY"}, json={ "decision": your_ai_output, # any AI response text "context": application_data, # structured applicant/decision data "category": "finance" # finance | hiring | other } ) verdict = result.json() if verdict["firewall_action"] == "block": # Pragma caught a compliance violation print(verdict["compliance_checks"]) # FAIL/FLAG per regulation
⚙️ Compliance Rule Engine

Configure rule severity, toggle jurisdictions, and add custom patterns for your org — no code deployment needed. Changes apply to all evaluations immediately.

Requires an org — create one in Organizations above.