EDI 822 Analysis Code Ingestion & Automated Bank Fee Audit Daemon
1 spreadsheet hazard consolidates into 5 software modules, 3 source integrations, and 2 deterministic controls.
What the selected hazards have in common
Every component below traces to at least one selected hazard. No timelines or savings figures are estimated; measurable outcomes require your baseline data.
Bank fees are read off fifteen monthly statements and typed into a fee analysis workbook, so a rate change on one account is only caught if someone compares this month's line to last month's by eye.
Reconciliation & Matching Engine resolves 1 of 1 selected hazards and should be built first after source systems are connected.
One spreadsheet pipeline, several failure points
The selected hazards are placed on the stage of the manual workflow where they do their damage. Sources on the left arrive as exports today.
- ERP / General LedgerTrial balance and subledger CSV exports
- Bank AccountsStatement downloads from bank portals
- Contract RepositoryExecuted PDFs in shared drives; terms retyped by hand
EDI 822 Analysis Code Ingestion & Automated Bank Fee Audit Daemon
A single system replaces the workbook. Shared modules are deduplicated across hazards; each card shows how many of the selected hazards it resolves.
What each component does, and what it needs
Modules are reusable across hazards. Inputs, outputs, enforced controls, and the point where a person still decides are listed for each.
Integration & Ingestion Layer
Pulls transactions, balances, and master records directly from source-system APIs and file feeds, replacing every manual export.
- Scheduled and webhook-driven API pulls
- Idempotent loads keyed on source record IDs
- Schema validation on every payload
- Read credentials for each source system
- Field mapping per source
- Normalized transaction and master-data tables with source lineage
- Fee assertion: each billed service line must match a negotiated rate for that service and account, and a line with no schedule match or a higher rate is flagged before the fee expense posts.
- Service inventory: services billed with zero volume for consecutive periods are flagged for cancellation review.
Reconciliation & Matching Engine
Matches records across two or more systems on amount, date window, and reference and isolates everything that does not match.
- Two-, three-, and multi-way matching
- Configurable tolerance and date windows
- Partial and many-to-one match handling
- Normalized transactions from each side of the match
- Canonical entity IDs
- Matched sets, unmatched items, and variance explanations
Rules & Assertion Engine
Evaluates deterministic control rules on every record before it can proceed, so a failed assertion blocks the transaction instead of a person catching it later.
- Versioned rule definitions with effective dates
- Balance, threshold, and completeness assertions
- Pass/fail evidence stored per record
- Normalized records
- Policy thresholds and limits
- Assertion results attached to each record
Exception Management Queue
Routes every failed assertion or unmatched item to an owner with the evidence attached, and tracks it to resolution.
- Owner assignment by rule and department
- Aging and escalation timers
- Resolution codes with required evidence
- Assertion failures and unmatched items
- Resolved exceptions with disposition and approver
Immutable Audit Log
Records every load, rule evaluation, approval, and posting in an append-only log so auditors can trace any figure to who did what and when.
- Append-only event history
- Hash-chained records
- Evidence export for external audit
- Events from every other module
- Audit-ready evidence trail
Traceability from hazard to automated control
Each selected hazard maps to the module that resolves it, the deterministic rule that replaces the manual check, and the result once the rule is enforced.
| Hazard | Software module | Automated control | Result |
|---|---|---|---|
#75Manual tracking of banking fee charges across 15 operating accounts | Integration & Ingestion Layer | Fee assertion: each billed service line must match a negotiated rate for that service and account, and a line with no schedule match or a higher rate is flagged before the fee expense posts. Service inventory: services billed with zero volume for consecutive periods are flagged for cancellation review. | Bank fees reconcile to negotiated schedules per account; increases are disputed from the first statement they appear on. |
Dependency order, not a calendar
Phases follow module dependencies: nothing downstream is built before the data it needs is flowing. Durations depend on your systems and are scoped in the diagnostic.
- 1
Connect source systems
1 of 1 hazards touchedReplace every manual export with an authenticated API or file feed and load it idempotently.
Integration & Ingestion Layer - 2
Normalize and validate records
1 of 1 hazards touchedEstablish canonical entities and encode the control rules the workbook was enforcing by hand.
Rules & Assertion Engine - 3
Reconcile and schedule
1 of 1 hazards touchedRun matching and period schedules from source data so variances surface as exceptions, not surprises.
Reconciliation & Matching Engine - 4
Route exceptions and approvals
1 of 1 hazards touchedMove every review and sign-off out of email and chat into owned queues with recorded decisions.
Exception Management Queue - 5
Publish governed reporting and the audit trail
1 of 1 hazards touchedRelease reports only from reconciled snapshots and hand auditors an append-only evidence log.
Immutable Audit Log
Human approval points the system preserves
Deterministic software removes re-keying and eyeballing. It does not remove judgment; these are the decisions that stay with your team.
- Integration & Ingestion Layer: Approving new source connections and field mappings.
- Reconciliation & Matching Engine: Clearing unmatched items that fall outside tolerance.
- Rules & Assertion Engine: Changing a rule or threshold requires a documented approval.
- Exception Management Queue: Every exception is dispositioned by a named owner; the system never auto-clears one.
- Immutable Audit Log: Auditors and controllers read the log; no one edits it.
Scope this blueprint
Leave a work email and we send you this exact blueprint (1 hazard, 5 modules) as a link you can reopen and print. The same link reaches our team, who reply with the two or three questions that turn EDI 822 Analysis Code Ingestion & Automated Bank Fee Audit Daemon into a scope for your books.
- No estimate is invented. Effort and payback come after we see your volumes and source systems.
- One email, then a person. No drip sequence.
- Prefer to keep it internal? Print / Save PDF above needs no email.