Question 1

What is WalledAI?

Accepted Answer

WalledAI is a sovereign AI governance infrastructure that sits between your employees, agents, and any LLM (GPT-4, Claude, Gemini, Llama, Mistral, Copilot). It masks sensitive data before it reaches the model, blocks prompt injections, validates outputs against ground truth, and logs every interaction for audit - with sub-30ms latency.

Question 2

Is WalledAI a guardrail tool or a full governance platform?

Accepted Answer

Both. WalledAI provides runtime guardrails (Redact, Protect, Correct) and the governance layer around them: data classification, role-based access control, policy enforcement, audit trails, and compliance reporting. It is purpose-built for enterprises that need lifecycle oversight, not just inline filtering.

Question 3

What does 'LLMs need context, not content' mean?

Accepted Answer

Models need the shape of your question to answer well, not your raw customer data. WalledAI masks PII and proprietary content before the prompt leaves your boundary, then restores the real values in the response - so employees get full AI productivity with zero data exposure.

Question 4

Does WalledAI provide compliance reporting and audit trails?

Accepted Answer

Yes. Every prompt, response, masking action, policy decision, and user identity is captured in an immutable, queryable audit log. The Governance Dashboard generates audit-ready evidence packages, board-level reports, and regulator-facing exports on demand. Logs can be streamed to your SIEM (Splunk, Sentinel, Elastic) or kept fully on-premise.

Question 5

What does an audit trail in WalledAI capture?

Accepted Answer

For every AI interaction WalledAI records: timestamp, user, role, department, model used, original prompt class, masked entities and types, policy version applied, validation outcome, output disposition, and any human override. This gives auditors a complete chain of custody from input to output.

Question 6

Can WalledAI generate audit-ready reports for regulators?

Accepted Answer

Yes. The Governance Dashboard produces pre-built evidence packages mapped to MAS TRM, EU AI Act, PDPA, HIPAA, SOC 2, and FCA. Reports include policy inventories, control coverage, incident timelines, and exportable logs that examiners can review directly.

Question 7

How does WalledAI support full AI lifecycle oversight?

Accepted Answer

WalledAI covers the runtime layer of the AI lifecycle - data ingress, prompt governance, output validation, incident detection, and post-hoc audit. It integrates with model risk management, MLOps, and GRC tools so risk assessments, model registries, and policy approvals stay in your existing systems while WalledAI enforces them at runtime.

Question 8

Which regulations and frameworks does WalledAI map to?

Accepted Answer

WalledAI maps directly to the EU AI Act, NIST AI RMF, ISO/IEC 42001, MAS TRM and FEAT (Singapore), PDPA, HIPAA, GDPR, SOC 2, and FCA expectations. Each control is linked to specific platform features, so you can show auditors exactly which WalledAI capability satisfies which requirement.

Question 9

Does WalledAI cover the EU AI Act?

Accepted Answer

Yes. WalledAI addresses the EU AI Act's requirements for high-risk AI systems, including data governance, transparency, human oversight, logging, and post-market monitoring. The Governance Dashboard maintains the technical documentation and event logs the Act mandates.

Question 10

Is WalledAI aligned with Singapore's IMDA frameworks and AI Verify?

Accepted Answer

Yes. WalledAI is built in Singapore and is listed by IMDA. It aligns with the Model AI Governance Framework, the GenAI Governance Framework, and AI Verify testing principles, and is designed for organisations operating under PDPA and MAS guidance.

Question 11

Does WalledAI replace tools like Credo AI, Holistic AI, or IBM watsonx.governance?

Accepted Answer

WalledAI is complementary. Credo AI, Holistic AI, watsonx.governance, and Domino focus on policy registry, model risk, and lifecycle documentation. WalledAI focuses on the runtime control plane: masking, prompt injection blocking, hallucination detection, and per-interaction enforcement. Many enterprises run a GRC platform for documentation and WalledAI for real-time enforcement and audit-grade interaction logs.

Question 12

Does WalledAI work with Microsoft Copilot and Copilot Studio?

Accepted Answer

Yes. WalledAI governs Microsoft 365 Copilot, Copilot Studio agents, and Azure OpenAI deployments through gateway, browser, or API integration. It masks sensitive data before prompts reach Copilot, blocks prompt injection in Copilot Studio agents, validates grounded responses, and logs every interaction for audit.

Question 13

How does WalledAI compare to Microsoft Purview or Noma Security for Copilot governance?

Accepted Answer

Microsoft Purview focuses on data classification and DLP inside the Microsoft estate. Noma Security focuses on agent security posture. WalledAI complements both by adding multi-modal PII masking, prompt injection and jailbreak prevention, hallucination detection, and runtime audit logs that work across Copilot, custom agents, and any external LLM - in one governance layer.

Question 14

Which LLMs and AI surfaces does WalledAI cover?

Accepted Answer

WalledAI is model and vendor agnostic. It governs ChatGPT, Claude, Gemini, Copilot, Llama, Mistral, and any open-weight or self-hosted model, across browser, API, agent, and on-prem deployments.

Question 15

Can WalledAI be deployed on-premise or air-gapped?

Accepted Answer

Yes. WalledAI supports on-premise, private cloud, and fully air-gapped deployment. Your data, prompts, masking maps, and audit logs never leave your infrastructure - critical for financial services, healthcare, defence, and government workloads.

Question 16

Does WalledAI use customer data to train AI models?

Accepted Answer

No. WalledAI never uses customer prompts, responses, or data to train any AI model. All processing is governed by your policies and stays within your deployment boundary.

Question 17

How does WalledAI integrate with existing security and GRC tools?

Accepted Answer

WalledAI streams logs to SIEMs (Splunk, Sentinel, Elastic), exports evidence to GRC platforms (Credo AI, Archer, ServiceNow GRC), and integrates with identity providers (Okta, Entra ID, Ping) for RBAC. Webhooks and APIs let you wire WalledAI into any incident response or model risk workflow.

Capability	WalledAI	Cloud Securitye.g. Calypso, Arthur	OSS Guardrailse.g. Guardrails AI, NeMo	Identity Platformse.g. Okta, Ping
On-prem native architecture	Built on-prem first	Cloud-native	Self-host possible	Cloud-only
APAC regulatory templates	6 frameworks built-in	US/EU only	None	None
Runtime PII redaction	Real-time, pre-LLM	Post-hoc scanning	Basic regex	Not offered
Multi-model governance	Any LLM, any provider	Multi-model	LLM-specific	N/A
Compliance + runtime unified	Single platform	Separate tools	Runtime only	Auth only
MAS TRM / HKMA coverage	Pre-configured	Not available	Not available	Not available
Data sovereignty guarantee	By architecture	Cloud-first	If self-hosted	Cloud-first
Immutable audit trail	Built-in	Limited	DIY	Auth logs only

Let Your Teams Use Any LLMWithout the Risk

Every browser. Every platform. Every LLM.

Wherever your employees browse

To every LLM your team touches

Across every SaaS platform in use

One governance layer. Every surface secured.

Built for the scale of enterprise AI

Intercept every AI interaction. In real time.

The AI you don't know about is the AI you can't govern.

Your infrastructure. Your data. Zero egress.

Give your employees AI superpowers — without the risk

The Governance Pillar of Responsible AI

Reliability

Safety

Privacy

Security

One control plane. Every AI risk.

Walled Redact

Walled Protect

Walled Correct

Data Classification

Enterprise RBAC

Governance Dashboard

Deploy on-premise. Stay sovereign.

Deploy where your data lives

On-Premises

Private Cloud

Air-Gapped

See it in action

Protecting Sensitive Data in Loan Processing — BFSI

Built for the regulations that matter most

EU AI Act

PDPA / PIPL / PDPB

MAS TRM

HIPAA

Zero competitors offer pre-configured MAS TRM compliance

Benchmarked. Battle-Tested.

Infrastructure, not another security tool

One platform. Two paths to value.

AI Protection in Minutes, Not Months

Governance Infrastructure for Regulated Industries

Whether you're 50 employees or 50,000 — we've got you covered

Ready to govern your AI infrastructure?

Frequently Asked Questions

About WalledAI