Singapore Stablecoin Rules Draw AI Compliance Tools as Issuers Rework Controls

Meridian Ledger releases an AI monitoring layer for stablecoin issuers in Singapore, tracking reserve movements and flagging deviations from the regulatory framework as compliance teams shift from monthly reconciliation to continuous checks.

In a back office in Singapore’s fintech cluster, compliance officers are swapping monthly reconciliation rituals for continuous monitoring screens. The shift is being driven by Meridian Ledger, a Singapore compliance software company that has released an artificial intelligence monitoring layer for stablecoin issuers. The tool tracks reserve movements and flags deviations from the city-state’s stablecoin regulatory framework, the firm said, as token issuers and payment providers rework their internal controls ahead of tighter supervisory expectations.

The system ingests reserve attestations, on-chain transfer records and treasury statements, then surfaces anomalies for human review. Meridian said the tool is aimed at issuers and licensed payment institutions operating under Singapore’s regime, which ties stablecoin issuance to reserve backing, redemption rights and disclosure duties. In practice, that means compliance teams that once reconciled reserve reports on a monthly cycle are now being pushed toward continuous checks, because supervisors and partners ask for evidence that a token’s backing has not drifted between reporting dates.

Meridian’s pitch is that AI can handle the tedious matching of bank statements against token supply and flag gaps, while leaving judgment calls to compliance officers. Early users are small issuers and payment firms that lack the headcount of a bank but face similar expectations. The work is unglamorous: reserve accounts sit across different banks and currencies, and attestations arrive in inconsistent formats. Meridian says its models normalise the documents, detect duplicate or stale reports, and score the likelihood that a discrepancy is material. The company stresses that it does not custody assets or issue tokens, and that flagged cases go to a human queue.

Singapore’s regulators have been clear that technology does not transfer responsibility, so the software is being sold as an audit trail and triage tool rather than an automated sign-off. Rival vendors are watching closely, since stablecoin oversight is becoming a compliance category in its own right. The tool’s arrival comes as issuers and payment providers rework their controls ahead of tighter supervisory expectations, with compliance teams under pressure to show that reserves are present and redemption works at any point, not just at reporting dates.

AI monitoring layer

The AI monitoring layer is the thing that changed. Meridian says the system normalises inconsistent reserve attestations, detects duplicate or stale reports, and scores the likelihood that a discrepancy is material. It does not custody assets or issue tokens, and flagged cases go to a human queue. The company is positioning the software as an audit trail and triage tool rather than an automated sign-off, reflecting the regulator’s stance that technology does not transfer responsibility. For issuers weighing whether to buy or build, the question is whether the tool can reduce the manual reconciliation burden without creating new false positives that overwhelm compliance officers.

Meridian plans to widen the system to cover cross-border settlement flows and to add support for additional fiat currencies used in Singapore-linked stablecoin corridors. The company also intends to publish a periodic transparency note on how its models handle false positives, a move likely to be watched by issuers weighing whether to buy or build. For now, the test is whether Singapore’s stablecoin rules settle into a predictable rhythm that lets software vendors build durable products, rather than one-off tools that chase each new circular. Issuers, payment firms and their auditors will be the ones who decide.