AI-Powered Bank Deposit Reconciliation

AI-Powered Bank Deposit Reconciliation

Know exactly where every dollar is.
NDS imports deposit data from all your bank accounts — check deposits, ACH, collections, card payments — normalizes it across varying bank formats, and matches it against actual posting data from your practice management system.The result: real-time visibility into every matched, missing, and unresolved deposit — across every bank, every PMS, every day. No end-of-month surprises. No spreadsheets.

100% of Deposit Types
100% of Deposit Types
Turnaround Time
Same-Day Reconciliation
One View
Multi–Bank, Multi–PMS One View
Continuous Learning
Continuous Learning

Bank Reconciliation Shouldn’t Take Days

Most RCM teams still reconcile bank deposits manually on Excel spreadsheets — downloading reports from multiple bank accounts, cross-referencing against remittance files, and hunting for discrepancies line by line. It’s time-consuming, error-prone, and always behind.
Bank deposit reports arrive in varying formats across different financial institutions. There’s no reliable way to detect a missed deposit or a missing remittance file until days have passed. And by the time month-end close arrives, the gap between what’s been posted and what’s in the bank creates a stressful, manual scramble to reconcile.
The real problem: most teams are matching deposits to ERA or EOB files — not to what was actually posted in the PMS. That’s not true reconciliation. That’s document matching with a blind spot.

How NDS Bank Deposit Reconciliation Works

Deposit Data Import & Normalization

  • check icon Imports all bank deposit data — check deposits, ACH deposits, collections deposits, card payments — from multiple bank accounts across different financial institutions.
  • check icon Normalizes all deposit data by stripping away extraneous, bank-specific formatting — creating a clean, standardized dataset regardless of source.
  • check icon Supports providers with accounts at multiple banks — all deposit data consolidated into a single view.

PMS Posting Data Import

  • check icon Imports actual posting data from your practice management system — not ERA or EOB files, but what was genuinely posted to patient accounts.
  • check icon Supports multiple practice management systems — fully system-agnostic, no reconfiguration required.
  • check icon Consolidates posting data across all systems into a unified dataset ready for matching.

AI-Powered Matching

  • check icon Uses key data fields from the posting file to locate matching or nearest-matching deposit records using AI matching.
  • check icon Confirms that deposit totals match the totals of corresponding posting transactions.
  • check icon Matching rules are fully configurable and can be modified to reflect your organization’s specific requirements.
  • check icon Unmatched items are surfaced in a purpose-built reconciliation interface — giving your finance team a structured workflow to research, select the best match, and resolve exceptions quickly. Every manual match decision is captured and fed back into the AI, so similar cases are handled automatically in future reconciliation cycles.

Reporting & Shared Data Repository

  • check icon Provides reports showing total deposits by bank and date, alongside matched vs. unmatched status at a glance.
  • check icon Generates custom reports as required by your team — tailored to your reconciliation workflow and reporting needs.
  • check icon Serves as a centralized data repository accessible by multiple users and roles — cash posters, AR staff, finance teams — giving everyone a single source of truth.

The Impact on Your Revenue Cycle

Eliminate manual reconciliation

Eliminate Manual Excel Reconciliation

Stop downloading bank reports and cross-referencing spreadsheets. Automated import, normalization, and matching replace hours of manual work every day.

True reconciliation accuracy

True Reconciliation, Not Document Matching

Match bank deposits to actual PMS posting data — not just ERA/EOB files. This closes the loop between what hit the bank and what’s recorded in your billing system.

Catch missing deposits

Catch Missing Deposits & Remits Immediately

No more waiting days to discover a payment is missing or a remittance file was never received. Unmatched items are visible as soon as reconciliation runs.

Faster month-end close

Simplify Month-End Close

Eliminate the stressful month-end scramble. Continuous reconciliation means your books are always close to balanced — not just once a month.

One unified view

Multi-Bank, Multi-PMS — One View

Consolidate deposit and posting data across all your bank accounts and practice management systems into a single, unified reconciliation view.

Single source of truth

One Source of Truth for Your Team

A shared repository accessible by cash posters, AR staff, and finance teams — no more siloed spreadsheets or version confusion.

Smarter Reconciliation That Improves Over Time

Most reconciliation tools rely on exact-match rules that break when data is inconsistent. NDS is different.

Clinically Trained Generative AI & Clinical NLP

AI-Powered Matching

Our AI locates the best match between deposit records and posting transactions — even when data fields don’t align perfectly. It finds the nearest match based on key data points, not just exact values, so reconciliation doesn’t stall on minor discrepancies.

Continuous learning from decisions

Continuous Learning from Human Decisions

When users manually match unresolved items through the reconciliation interface, those decisions are captured and fed back into the system. The matching algorithm expands over time — learning from your team’s judgment to handle similar cases automatically in the future. The more you use it, the smarter it gets.

Configurable matching rules

Configurable Matching Rules

Every organization reconciles differently. NDS lets you configure and modify matching rules to reflect your specific workflows, payer mix, and bank account structures — so the system works the way your team needs it to, not the other way around.

Deposit to posting reconciliation

Deposit-to-Posting, Not Deposit-to-ERA

Most tools in the market match bank deposits to ERA or EOB files. NDS matches deposits to actual posting data from your PMS (patient account) — verifying that what hit the bank is what was genuinely recorded in your billing system. This is the only reconciliation that fully closes the loop.

Any bank, any format

Handles Any Bank, Any Format

Bank deposit reports arrive in dozens of proprietary formats across financial institutions. NDS normalizes all of them automatically — no IT integration project, no custom connector build, no format mapping required. Whether you bank with one institution or maintain accounts at multiple banks, NDS ingests and standardizes your deposit data out of the box.

Built for Organizations Managing Complex Payment Flows

NDS Bank Deposit Reconciliation is designed for healthcare organizations that process high volumes of payments across multiple banks and billing systems — where manual reconciliation creates risk, delays, and revenue blind spots.

check icon Multi-specialty physician groups and large practices
check icon Standalone hospitals and hospital-based billing operations
check icon Hospital groups and Integrated Delivery Networks (IDNs)
check icon RCM companies managing reconciliation at scale across multiple clients
check icon Organizations looking to replace manual Excel-based reconciliation workflows

See What Automated Bank Reconciliation Does With Your Actual Data — Free.

Share a sample of your bank deposit reports and PMS posting data, and we’ll return a working proof of concept showing how NDS matches, reconciles, and surfaces unmatched items — tailored to your bank accounts and practice management systems. No setup fees. No commitment. Just proof on your actual data.

Have questions about bank reconciliation?

See our FAQ