AI-Enabled Operational Assurance · Stablecoin Issuers
OPERA
Operational Evidence, Resilience & Assurance
Primary Question OPERA Answers
"Can this critical stablecoin function continue operating safely right now?"
Continuous operational assurance for stablecoin issuers — replacing periodic testing with AI-enabled monitoring, validation, and evidence generation across every critical business function.
GENIUS Act §§ 4, 7, 9, 113
NYDFS Proposed Rules 2026
OCC NPR §§ 15.8–15.14
ISO 22301 · NIST SP 800-34
24/7
Continuous Operation
Always-on vs periodic audits
6
AI Assessment Agents
Reserve Management domain
5
Assurance Pillars
Monitor → Validate → Evidence → Assure → Readiness
Why OPERA Exists
Traditional Assurance Cannot Keep Pace With Stablecoin Operations

Stablecoin issuers operate 24×7 with real-time redemption obligations, blockchain infrastructure, and third-party custodians. Risk conditions change continuously. The quarterly or annual audit cycle was designed for a different world.

Traditional Model — Periodic

Controls tested after the fact

Operations run
Months pass
Controls tested
Point-in-time snapshot
Manual review & analysis
Weeks of fieldwork
Audit report issued
Quarterly · Semi-annually · Annually
Regulator receives report
Environment has already changed
OPERA Model — Continuous

Operational safety validated in real time

Operational data ingested
Reserve · Blockchain · Custodian · Market
AI agents assess each domain
Six agents run concurrently
Assurance score generated
With narrative and domain breakdown
Evidence timestamped
Examiner-ready artifacts every cycle
Regulatory package always current
GENIUS Act · NYDFS · OCC mapped continuously
How OPERA Works
Five Continuous Assurance Pillars

Every OPERA domain module is built on the same five pillars. What changes per domain is the data sources and the agent logic — the structure is constant.

01
📡
Continuous Monitoring
Real-time signal ingestion from reserve data, blockchain ledgers, custodian reports, and operational systems.
Replaces: daily manual data pulls
02
⚖️
Continuous Validation
Automated threshold testing against defined impact tolerances — 24hr redemption ceiling, 4hr ledger RTO, custodian concentration limits.
Replaces: periodic control testing
03
🗂️
Continuous Evidence Collection
Timestamped, examiner-ready audit artifacts generated automatically every cycle — not produced on demand when an examiner arrives.
Replaces: manual evidence binders
04
🎯
Continuous Operational Assurance
Live OPERA Assurance Score (0–100) per critical function, with domain breakdown, trend analysis, and AI-generated narrative.
Replaces: semi-annual audit opinion
05
📋
Regulatory Readiness
On-demand package mapping current evidence to GENIUS Act, NYDFS Part 202, OCC NPR, and ISO 22301 — ready for Day 1 of any examination.
Replaces: exam prep sprints
Platform Design
Six-Layer Architecture

The OPERA pipeline moves operational data through six layers to produce an Assurance Score and Regulatory Evidence Package. The architecture is identical across all domain modules.

1
Operational Data
Reserve balances · Blockchain supply · Custodian reports · Reconciliation outputs · Incident logs · Market pricing
Input
2
Data Collection Agent
Structured ingestion and normalization of all data sources into a consistent format for agent processing
Agent
3
AI Assessment Agents
Per-domain reasoning agents: Sufficiency · Liquidity · Concentration · Reconciliation · Operational Resilience · Regulatory Evidence — running concurrently
AI Core
4
Assurance Engine
Scoring against impact tolerances, exception flagging, threshold alert generation, and OPERA Assurance Score calculation
Engine
5
Regulatory Mapping
Automated evidence linkage to GENIUS Act · NYDFS Part 202 · OCC NPR · FDIC NPR · ISO 22301 · NIST SP 800-34
Compliance
6
Dashboard & Reporting
Executive assurance view · Examiner evidence package · Alert management · Natural language Q&A with current operational data
Output
Who OPERA Is For
Three Entry Points. One Clear Action Each.

OPERA serves three audiences simultaneously. Each gets a plain-language entry point and a single next step.

For Stablecoin Issuers
Deploy OPERA as your operational assurance framework

Continuous monitoring, examiner-ready evidence, and a real-time assurance score for your critical functions — reserve management, key management, and smart contract operations. Know your operational health before an examiner asks.

→ Start the AI Assessment
For Audit & Consulting Firms
Use OPERA as your client delivery methodology

Accelerate GENIUS Act and NYDFS engagements with a structured framework that produces examination-ready output from day one. OPERA's six-layer architecture maps directly to OCC examination procedures and AICPA SOC standards.

→ Review the OR Framework
For Regulators & Examiners
OPERA generates the evidence package your checklist requires

Reserve coverage ratios, redemption readiness, custodian concentration, daily reconciliation status — all mapped to GENIUS Act sections, NYDFS Part 202, and OCC NPR requirements. Evidence is continuous, timestamped, and traceable.

→ See the Evidence Map
AI Assessment
Try OPERA — Reserve Management Assessment

Answer eight questions about your reserve management posture. OPERA's AI agent returns your Assurance Score, a domain breakdown, and your top regulatory gaps — in under two minutes.

OPERA · AI Assessment · Reserve Management
Reserve Management Assurance Check
8 structured questions · AI-generated OPERA Assurance Score · Top regulatory gaps identified · No account required
Question 1 of 8 · Reserve Sufficiency
What is your current reserve coverage ratio relative to outstanding stablecoin supply?
1 / 8
Question 2 of 8 · Liquidity
What percentage of your reserves can be converted to cash within 24 hours to meet redemption demand?
2 / 8
Question 3 of 8 · Custodian Concentration
What percentage of total reserve assets is held at your single largest custodian or bank?
3 / 8
Question 4 of 8 · Reconciliation
How frequently is your three-ledger reconciliation performed — matching outstanding stablecoin supply to reserve assets to custodian statements?
4 / 8
Question 5 of 8 · Redemption Readiness
What is your documented recovery time objective (RTO) for resuming redemption processing following a primary banking rail or custodian outage?
5 / 8
Question 6 of 8 · Operational Resilience Testing
When did you last conduct a documented scenario stress test of your reserve operations — simulating custodian outage, mass redemption, or banking rail failure?
6 / 8
Question 7 of 8 · Reserve Reporting
How is your monthly reserve attestation report prepared and submitted under the GENIUS Act § 4 and NYDFS monthly examination requirement?
7 / 8
Question 8 of 8 · Evidence Readiness
If an OCC or NYDFS examiner requested your reserve evidence package today, how quickly could you produce it?
8 / 8
OPERA Assurance Score
AI Assessment Narrative
Domain Breakdown
Top Regulatory Gaps Identified
OPERA · Reserve Management Domain
Live Demo — See OPERA Operating

The Reserve Management domain is OPERA's first live module. Six AI agents continuously validate the most regulator-visible critical function in stablecoin operations.

L03 · ICA Layer · Critical Function
Reserve Management
Live Demo Available
Impact Tolerances — Three Regulatory Ceilings
24 hrs
Redemption Disruption Ceiling
GENIUS Act § 7 · FFIEC BCP
4 hrs
Core Treasury Ledger RTO
NIST SP 800-34 · OCC NPR § 15.10
~0
Reserve Record RPO
OCC NPR § 15.12 · 18 U.S.C. § 1001
Six AI Assessment Agents
Are reserves ≥ 100%?
Reserve Sufficiency
Can we meet redemptions?
Liquidity Agent
Concentration within limits?
Concentration Agent
Liabilities = Reserve assets?
Reconciliation Agent
Can we survive disruption?
OR Agent
What evidence exists today?
Regulatory Evidence
Open Live Demo →
OPERA Roadmap
Expanding Across Critical Functions

Domain names follow the ICA layer vocabulary used across the entire program — the same domain means the same thing in the Process Taxonomy, OR Programs, and OPERA.

L03 · Now Available
Reserve Management
GENIUS Act §§ 4, 7, 113 · NYDFS Part 202 · OCC §§ 15.10–15.12 · FDIC §§ 350.5, 350.9
Live Demo
L05 · Phase 2
Key Management
GENIUS Act § 9 · OCC NPR § 15.14 · NIST SP 800-57 Parts 1–3 · FIPS 140-3
Coming
L07 · Phase 3
Smart Contract Management
GENIUS Act §§ 9, 113 · OCC NPR § 15.8 · NIST SP 800-218 · NIST CSF 2.0
Coming
How OPERA Fits the ICA Program
The Framework Designs It. OPERA Proves It Is Working.

OPERA is the operational assurance layer of the Stablecoin ICA program. The ICA framework documents how controls should be designed and how compliance should be structured. OPERA continuously validates whether those controls are actually operating as designed, right now.

The Complete Assurance Chain
GENIUS Act Obligation
Regulatory Traceability
Control Standard
Gap Assessment
OR Program Design
Audit & SOC Attestation
OPERA · Continuous Validation
The ICA program builds the complete traceability chain from statute to audit evidence. OPERA closes the loop with continuous operational validation — so the question is never just "was this control designed correctly?" but "is it working safely today?"
ICA Program Overview → OR Programs → Audit Work Program →