Credo AI governs AI in general. Zytra governs AI for banking regulators.
Credo AI was built for EU AI Act, NIST, and ISO 42001 — the three frameworks that appear in every governance vendor deck. They are the right frameworks for a broad enterprise audience. They are not the frameworks your OCC examiner, RBI inspector, or MAS supervisor will ask about. This page explains the difference.
Credo AI
Zytra
What Credo AI covers. What it doesn't.
Both platforms cover the international AI governance frameworks. The gap appears when your regulator is a central bank, a securities regulator, or a data protection authority with jurisdiction-specific requirements.
| Regulatory framework | Credo AI | Zytra |
|---|---|---|
| EU AI Act (Art. 9–15, GPAI Art. 53–55) | ✓ Framework-level | ✓ Clause-level, automated evidence |
| NIST AI RMF · GenAI profile | ✓ Function-level | ✓ Sub-practice citations |
| ISO/IEC 42001 | ✓ | ✓ Mapped alongside DORA simultaneously |
| SR 11-7 · Model Risk Management | — | ✓ MRM workflow engine, OSCAL export |
| RBI 2024 AI Circular | — | ✓ Clause-level, exam-ready |
| SEBI · Algorithmic AI oversight | — | ✓ Clause-level |
| DPDP Act 2023 · India data protection | — | ✓ Inference-pipeline level |
| MAS TRM · Singapore | — | ✓ |
| OCC / FFIEC · US banking | — | ✓ |
| MITRE ATLAS · adversarial ML | Partial | ✓ Technique-level |
Assessment reflects Credo AI's publicly available product pages and documentation as of Q3 2026. Specific capabilities may vary by contract.
An audit log vs an evidence chain
Governance platforms produce audit logs. What regulators and model risk committees ask for is an evidence chain — tamper-evident, timestamped at the decision level, linked to the governance approvals that preceded each deployment. These are different things.
Audit logs (Credo AI approach)
Records of what happened: which models were registered, which policies were applied, which alerts were raised. Event-level logs are necessary but not sufficient for a regulatory examination. An OCC examiner asking "show me the governance record for this model's last deployment" typically cannot be answered from logs alone.
Evidence chains (Zytra approach)
Hash-chained, timestamped records that capture the governance context — who approved the model, what validation evidence was reviewed, what conditions were attached, and every subsequent change. Each record is cryptographically linked to the previous, making the chain tamper-evident. Exportable as PDF, OSCAL, or JSON on demand.
What the examiner asks for
The question is not "do you have audit logs?" — every platform has those. The question is "show me the evidence that this model was approved for production after validation, that the approval was reviewed by the right committee, and that the approval cannot have been altered after the fact." That question requires an evidence chain, not a log.
Credo AI is a governance platform. Not a guardrail.
Credo AI focuses on governance and compliance management. It does not provide runtime guardrails — controls that operate at inference time to block harmful outputs before they reach customers. For banks deploying GenAI in customer-facing workflows, this is a critical gap.
| Capability | Credo AI | Zytra (Aval) |
|---|---|---|
| Runtime prompt injection detection | — | ✓ 22 BFSI categories |
| Financial advice violation detection | — | ✓ Risk ID B-10 |
| KYC / AML bypass detection | — | ✓ Risk IDs B-04, B-05 |
| PII exfiltration blocking | — | ✓ Aadhaar, PAN, account numbers |
| Regulatory KPI gaming detection | — | ✓ Risk ID B-13 |
| AgentHarm FPR (BFSI benign queries) | Not measured | 0.5% · FinProof T4 |
| Open, reproducible benchmark | Vendor-run only | FinProof (HuggingFace) |
| Inference latency | N/A | 11.6ms |
Credo AI does not offer runtime guardrails as of Q3 2026. Zytra customers typically deploy both: Zytra governance for policy, evidence, and compliance reporting; Aval for runtime protection.
If you're an Indian regulated entity, Credo AI cannot help with your regulators
India's three active AI regulatory frameworks — RBI's 2024 AI circular, SEBI's algorithmic AI oversight guidance, and DPDP Act 2023 — are not covered by any global AI governance platform except Zytra. For an Indian bank, NBFC, or securities intermediary, the gap is total: a governance platform that covers EU AI Act but not your RBI examiner's questions does not solve the compliance problem.
Credo AI has no RBI coverage
Zero documented mapping to RBI's 2024 AI circular. No model governance documentation pre-formatted for RBI inspection, no audit trail in the format an RBI examiner expects, no outsourcing risk pack for third-party AI.
No SEBI coverage either
SEBI's algorithmic AI oversight guidance covers brokers, intermediaries, and exchanges deploying AI in advisory, trading, and surveillance workflows. Credo AI has no clause-level mapping to this framework.
No DPDP Act coverage
India's DPDP Act 2023 creates obligations at the AI inference layer. Zytra is the only platform to have mapped these at the pipeline level — including PII detection, consent enforcement, and data localisation at inference time.
Credo AI is expanding into "Global South" markets. That is not the same as India regulatory coverage.
Credo AI's 2026 G42 partnership and AI Impact Summit 2026 presence signal a push into Middle East and South Asian markets. For Indian banks evaluating this positioning, the critical question is whether expanded geographic presence translates into RBI, SEBI, DPDP Act, FREE-AI, and eMRM coverage. The answer is no — and here is why that matters.
What Credo's G42 partnership provides
G42 is a UAE-based AI holding company. The partnership enables Credo AI distribution in the Middle East and provides regional go-to-market support. It does not provide:
- RBI-specific governance documentation
- FREE-AI Framework clause-level mapping
- eMRM model validation workflow engine
- DPDP Act inference-pipeline compliance
- India-domiciled data processing for data localisation compliance
A distribution partnership adds sales reach. It does not add regulatory depth.
What Indian banks actually need from Credo AI
An Indian regulated entity buying Credo AI would need to:
- Build its own RBI AI Circular mapping from scratch
- Create FREE-AI and eMRM documentation outside the platform
- Handle DPDP Act consent and purpose limitation outside the platform
- Manage data residency independently — Credo's cloud hosting may not satisfy RBI data localisation requirements
- Produce examination evidence manually that Zytra generates automatically
The platform becomes a governance dashboard on top of manual compliance work, rather than the compliance engine.
Credo AI entering "Global South" markets is a go-to-market decision, not a regulatory engineering decision. For Indian BFSI, regulatory engineering is the requirement. That means: clause-level RBI coverage, eMRM validation workflows, DPDP Act consent enforcement at inference, and examination evidence your RBI inspector will accept without translation. Zytra has this. Credo AI's G42 partnership does not add it.
| India-specific requirement | Credo AI + G42 partnership | Zytra |
|---|---|---|
| RBI FREE-AI Framework (26 recommendations) | — | ✓ All 26, clause-level evidence |
| RBI eMRM independent validation workflow | — | ✓ Tier classification, MRC approvals |
| DPDP Act consent verification at inference | — | ✓ Pipeline-level, unique to Zytra |
| India data residency (in-country inference) | No — cloud-hosted | ✓ VPC / on-prem deployment |
| RBI examination evidence pack (PDF/OSCAL) | — | ✓ Hash-chained, one-click export |
| SEBI Responsible AI clause mapping | — | ✓ Clause-level |
| RBI Digital Lending Guidelines — AI | — | ✓ |
| IRDAI policyholder protection — AI | — | ✓ |
Assessment reflects Credo AI's publicly documented capabilities as of Q3 2026, including post-G42 partnership announcements. Regional expansion does not change product regulatory coverage.
Evaluating Credo AI alternatives for banking?
Bring your regulator, your use case, and your compliance requirements. Zytra will map the coverage gap — including the frameworks Credo AI cannot address — before you sign anything.