How we compare
How to compare AI compliance platforms
For a bank, an AI compliance platform brings AI into regulated work such as AML alert resolution, investigations, case management and reporting. AI-drafted narratives are now near-universal, so the useful comparison is not whether a platform has AI. It is where the AI runs, who makes the decision, whether the output traces to evidence, and whether the bank’s data leaves its perimeter.
01 The providers
Three types of AI compliance platform
Agentic decisioning platforms
Agentic AI that executes decisions within policy, built inside Tier-1 screening operations.
Cloud AI agent overlays
Cloud AI agents that sit on top of the systems a bank already runs.
SaaS monitoring suites
SaaS transaction monitoring and case management, paired with a copilot.
The pattern is consistent. The alternatives bring AI to compliance either by taking the decision away from the analyst, or by taking the data out of the bank. EyesClear does neither.
02 Capabilities
AI compliance platform evaluation checklist
A shortlist should be tested against the operating model, not the AI label. Compare how each platform prepares a case, protects bank data, preserves human accountability, records its evidence and connects the signed outcome to the systems and reports around it.
Key: ✓ full · ◐ partial · ✗ not available
| Capability | EyesClear | Agentic decisioning platforms | Cloud AI agent overlays | SaaS monitoring suites |
|---|---|---|---|---|
| AI case preparation — narratives, evidence assembly, triage | Full | Full | Full | Full |
| All AI inference on bank-owned infrastructure — no data export | Full | Partial | Not available | Not available |
| Human decision on every close — maker-checker by design | Full | Partial | Partial | Full |
| Compliance data fabric — connected to the bank’s existing sources | Full | Not available | Not available | Partial |
| Cross-system alert consolidation — resolved in one place | Full | Partial | Not available | Full |
| Actions fed back into bank systems on human sign-off | Full | Partial | Partial | Partial |
| Retroactive reprocessing of full transaction history | Full | Not available | Not available | Partial |
| Case management, workflow and dynamic forms | Full | Partial | Not available | Full |
| Local regulatory reporting (MASAK ŞİB/STR, CRS/FATCA) | Full | Not available | Not available | Not available |
| Sanctions/screening alert resolution | Full | Full | Full | Partial |
| Proven with mid-tier and regional banks — deployment in days | Full | Partial | Partial | Partial |
| Real-time payment screening / interdiction | Not available | Partial | Not available | Not available |
| Browser copilot plugin over third-party systems | Not available | Not available | Not available | Full |
| Multi-tenant SaaS delivery — nothing to run at the bank | Not available | Partial | Full | Full |
Detection, data fabric, case management and reporting as one platform, on your infrastructure.
03 Our gaps
What EyesClear deliberately does not do
The last three rows are not omissions. Whilst EyesClear may do these, in the recommended configuration, EyesClear does not sit in the real-time payment path, does not float a copilot over third-party screens, and is not a multi-tenant SaaS. EyesClear is the investigation and decision platform inside the bank. If you need payment interdiction at the moment of settlement, that is a different product category, and we will have to discuss separately.
A human signature on every close, and local reporting produced natively.
Our position, stated plainly
Bring your shortlist
The comparison worth having is against the alternatives on your own shortlist, on your own requirements.