Why Manual Reserve Assembly Takes So Long
A proof-of-reserve package for a stablecoin issuer is a multi-source aggregation problem. On-chain holdings live in Fireblocks. Off-chain custodian data requires separate pulls and reconciliation. Reserve ratio calculations depend on both. Getting everything into a format suitable for Armanino's attestation process involves manual data pulls, format normalization, and cross-checks that your treasury and finance team runs sequentially because that's how the data flows. Under FinCEN and NY DFS requirements — and MiCA for EU issuance — the attestation must be accurate, which means the team is appropriately careful. But careful and slow aren't the same requirement.
How an AI Agent Automates the Assembly
An AI Labor Company agent is trained on your treasury team's reserve attestation assembly workflow from Fireblocks and Snowflake. The agent aggregates on-chain reserve data from Fireblocks and custodian holding data from Snowflake, reconciles the two, computes reserve ratios, and generates a pre-populated proof-of-reserve package in Armanino's required format. The CFO reviews the output, approves, and transmits to the auditor. The data collection and formatting steps — currently consuming the bulk of the 10-day cycle — happen automatically. The cycle typically compresses to 2 days.
The Business Case: Regulatory Posture and Treasury Capacity
Publishing timely, well-documented reserve attestations is directly tied to market confidence in a stablecoin. A faster attestation cycle means more current disclosures, which strengthens the trust posture with both regulators and the market. It also frees meaningful treasury team capacity — what was a 10-day monthly effort becomes a 2-day effort, which is significant at 50-300 FTEs. At $300K-$800K in annual treasury and attestation ops labor and a 70-90% efficiency improvement, the resource case is clear. Teams are typically live within about 5 weeks.
Does the agent handle both on-chain and off-chain custodian data in the same package?
Yes. The agent aggregates both — Fireblocks for on-chain reserves and Snowflake-hosted custodian data — and reconciles them into a unified reserve position.
Can it handle MiCA reporting requirements as well as FinCEN and NY DFS?
The agent is configured to the regulatory framework relevant to your issuance jurisdictions. For issuers operating under both US and EU frameworks, the reporting logic covers both.
Does Armanino receive the package directly, or does the CFO review it first?
The CFO reviews and approves the pre-populated package before it's transmitted to the auditor. The agent handles assembly; the human handles sign-off.