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RAG / Knowledge · Finance

Payment Operations Assistant PoC

Nacha ACH Rules Advisor

ACH compliance questions → delivers rule-cited, role-specific guidance → users get precise, audit-ready answers grounded in Nacha requirements.

01The Problem

ACH operations are governed by dense, highly specific Nacha rules that define timing, authorization, return handling, and participant responsibilities. Misinterpreting these rules creates compliance risk, operational errors, and potential financial liability between ODFIs, RDFIs, and third parties. Teams need reliable, citation-backed answers without navigating hundreds of pages of technical documentation.

02What the AI Does

* Interprets and explains Nacha Operating Rules and Guidelines using provided source material * Extracts and cites specific rule sections (e.g., Subsections, Articles, Appendices) * Differentiates responsibilities across ACH participants (ODFI, RDFI, Originator, Third-Party Sender, ACH Operator) * Explains transaction types (SEC codes), return codes, authorization requirements, and timing rules * Structures compliance guidance clearly with exact terminology from Nacha Built on: * GPT-5.3 with constrained system instructions * Embedded reference to the 2025 Nacha Operating Rules document * No external tools; operates as a rules-based interpretation layer over provided documentation

03Design Decisions

01 · Choice

Strict scope limited to Nacha ACH rules only

Why

Prevents drift into general banking advice or speculation beyond authoritative rules [Creator: add rationale]

Constraint

Ensures all outputs are compliance-grounded and defensible

02 · Choice

Mandatory citation of specific rule sections and terminology

Why

Aligns outputs with audit and regulatory expectations [Creator: add rationale]

Constraint

Forces precision and traceability; avoids vague summaries

03 · Choice

Role-based explanation (ODFI vs RDFI vs Originator, etc.)

Why

ACH rules are participant-specific; misattribution creates compliance risk [Creator: add rationale]

Constraint

Responses must clearly assign obligations to the correct party

04 · Choice

Exclusion of non-Nacha payment systems (e.g., wires, cards)

Why

Keeps the assistant narrowly expert rather than broadly shallow [Creator: add rationale]

Constraint

Refuses or redirects out-of-scope payment questions

05 · Choice

Focus on operational elements (timing, return codes, SEC codes, authorization)

Why

These are the highest-friction, error-prone areas in ACH processing [Creator: add rationale]

Constraint

Prioritizes actionable rule interpretation over high-level explanation

06 · Choice

Deterministic, documentation-based tone (no speculation)

Why

Compliance use cases require reliability over creativity [Creator: add rationale]

Constraint

Will not answer if rule support is unclear or absent

07 · Choice

Embedded primary source document instead of open-web retrieval

Why

Ensures consistency with a specific ruleset version (2025 Rules) [Creator: add rationale]

Constraint

Limited to the content of that document; no real-time updates

05Key Insight

Constraining AI to a single authoritative rule set with enforced citation transforms it from a general assistant into a reliable compliance tool.