PRODUCT FAMILY
Policy enforcement, audit logging, data sovereignty, and regulatory intelligence. The governance layer that makes every other Foundry product enterprise-safe — or can be deployed independently to govern third-party AI systems.
01 — MODEL GOVERNANCE
Policy enforcement and safety layer for enterprise LLM deployments. Sits between your applications and any AI model — controlling what goes in, what comes out, and who can do what. Works with Foundry products or third-party models.
QUICK SPECS
KEY CAPABILITIES
Prompt Firewall
Block prompt injection, jailbreak attempts, and out-of-scope queries before they reach the model. Configurable deny/allow lists and regex patterns.
PII Shield
Detect and redact 40+ PII entity types in both prompts and responses — names, CNICs, credit cards, medical IDs, addresses. Reversible tokenization for authorized users.
Output Validation
Enforce output schemas, fact-check against reference data, block hallucinated citations, and filter harmful or off-brand content before delivery to the user.
Role-Based Policies
Different guardrails for different user roles. Restrict what junior staff can ask, what data analysts can access, and what customer-facing agents can say.
HOW IT WORKS
Intercept
Request hits GuardRail proxy before reaching any AI model
Screen
Prompt safety check, PII detection, policy evaluation, rate limit
Sanitize
Redact PII, strip injection attempts, enrich with system context
Forward
Clean request sent to AI model, response intercepted on return
Validate & Log
Output checked, PII re-injected if authorized, full interaction logged
USE CASES
Enterprise LLM Rollout
Deploy ChatGPT, Claude, or open-source models to your workforce with guardrails that prevent data leakage, enforce usage policies, and log everything.
Customer-Facing AI
Ensure chatbots and virtual assistants never share inappropriate content, hallucinate policy details, or expose internal data to external users.
Regulated Industries
Financial services, healthcare, and government deployments where every AI interaction must be auditable, compliant, and within defined policy boundaries.
INTEGRATIONS
02 — COMPLIANCE LOGGING
Immutable decision logging and compliance evidence generation for AI systems. Every AI decision — from a chat response to a risk score to a document classification — is logged with its full reasoning chain, inputs, outputs, model version, and timestamp.
QUICK SPECS
KEY CAPABILITIES
Decision Capture
Captures input, prompt, model, parameters, output, confidence, reasoning chain, latency, and user context for every AI interaction. Zero missed events.
Tamper-Proof Storage
Hash-chained log entries with cryptographic signatures. Any modification breaks the chain and triggers an integrity alert. Write-once, append-only architecture.
Evidence Generator
Auto-generate regulatory evidence packs — formatted for specific frameworks (GDPR Art. 22, EU AI Act, SECP, SEC). One-click export with attestation signatures.
Drift Detection
Monitor model behavior over time — accuracy drift, bias shift, output distribution changes. Alert when models deviate from baseline performance or fairness metrics.
USE CASES
EU AI Act Compliance
High-risk AI system logging requirements — decision rationale, human oversight records, and bias monitoring. Pre-built templates for conformity assessment documentation.
Financial Regulators
Demonstrate model governance to SECP, SEC, MAS, or FCA. Provide examiners with complete decision histories, model change logs, and performance reports on demand.
Internal Model Risk
Model risk management teams get continuous monitoring dashboards, automated validation reports, and early warning when models need retraining or retirement.
03 — DATA RESIDENCY & SECURITY
Sovereign data residency, field-level encryption, and cross-border data transfer controls for multi-jurisdiction AI deployments. Ensures your data never leaves the boundaries you define — whether that's a country, a region, or a specific data center.
QUICK SPECS
KEY CAPABILITIES
Data Residency
Pin data to specific jurisdictions — Pakistan, Saudi Arabia, UAE, or any country. Enforce at the infrastructure level with automated policy checks and violation alerts.
Field-Level Encryption
Encrypt sensitive fields individually — not just databases. CNIC numbers, financials, and health data stay encrypted even when other fields in the same record are readable.
Transfer Controls
Define cross-border transfer rules. Anonymize, pseudonymize, or block data before it crosses jurisdictional boundaries. Full logging of every transfer decision.
Access Governance
Attribute-based access control (ABAC) — decide access based on user role, data classification, time, location, and purpose. Every access attempt logged and auditable.
USE CASES
Middle East Deployments
Saudi Arabia and UAE data residency requirements for government and financial sector AI. Data stays in-kingdom on local hyperscalers or on-premise infrastructure.
Multi-Country Operations
A single Foundry deployment across Pakistan, Bangladesh, and Kenya — with data residency rules automatically applied per jurisdiction. No manual compliance overhead.
Sensitive Data Protection
Sensitive data encryption, access controls, and audit logging that satisfy GDPR, PCI DSS, and sector-specific data protection regulations across jurisdictions.
04 — REGULATORY INTELLIGENCE
Regulatory change monitoring and impact analysis across jurisdictions. Continuously scans regulatory publications, circulars, and legislative changes — then maps them to your products, policies, and compliance obligations automatically.
QUICK SPECS
KEY CAPABILITIES
Change Detection
Continuously monitor SECP, SBP, SEC, CMA, MAS, FCA, and 200+ other regulatory bodies. Detect new rules, amendments, circulars, and guidance in real-time.
Impact Mapping
Map regulatory changes to your products, policies, and internal controls. Auto-generate impact assessments with affected systems, teams, and remediation timeline estimates.
Gap Analysis
Compare your current compliance posture against new requirements. Identify gaps, rank by risk severity, and generate remediation plans with assigned ownership.
Horizon Scanning
Track proposed legislation, consultation papers, and regulatory speeches. Predict upcoming regulatory changes and prepare proactive compliance responses.
USE CASES
Multi-Market Brokerages
Operating across Pakistan, UAE, Saudi Arabia, and Bangladesh? RegWatch monitors SECP, CMA, SCA, and BSEC simultaneously — one dashboard for all jurisdictions.
Banking Compliance
Track SBP circulars, FATF recommendations, Basel requirements, and local banking regulations. Auto-map to internal policy documents and trigger update workflows.
AI Governance Teams
Track evolving AI regulations globally — EU AI Act, US executive orders, OECD guidelines, and regional adaptations. Stay ahead of compliance deadlines for AI systems.
INTEGRATIONS
GOVERN YOUR AI
Whether you're using Foundry products or third-party models, our governance layer ensures every AI decision is compliant, auditable, and safe. Let's design your governance framework.