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How It Works

From messy financial files to audit-ready reconciliation evidence

Certanexa guides finance teams through the full reconciliation workflow: upload files, clean columns, match transactions, investigate exceptions with PowerBot, surface risk signals, and prepare review-ready outputs.

Upload

Bank statements, ledgers, invoices, payout files.

Map

Dates, amounts, references, parties, debit/credit signs.

Reconcile

Exact, fuzzy, tolerance, date-near, and rule-driven matching.

Investigate

PowerBot explanations and exception review.

Review

Risk signals, duplicates, timing gaps, amount mismatches.

Report

Audit-ready summaries and exportable evidence.

A reconciliation workflow built around review, not row-by-row chaos

Certanexa is designed to move finance teams from manual matching to structured financial investigation. Each stage turns raw transaction data into clearer matches, better explanations, and stronger review evidence.

01

Prepare

Bring financial files into a structured workspace.

02

Standardize

Normalize messy columns, dates, amounts, references, and parties.

03

Match

Apply configurable reconciliation logic across financial files.

04

Investigate

Use PowerBot to explain exceptions and suggest next actions.

05

Prioritize

Surface duplicate signals, timing gaps, amount mismatches, and unusual patterns.

06

Export

Generate summaries, review notes, and audit-ready evidence.

Step 01 — Upload

Bring messy financial files into one review workspace

Certanexa is designed for the financial files teams already work with — not just perfect accounting exports.

Bank statements
General ledgers
Invoice registers
Payables
Receivables
Marketplace payouts
Card settlements
Vendor payment files
Accounting exports

Certanexa should help finance teams bring fragmented reconciliation inputs into a controlled workflow before matching begins.

Uploaded Files5 files
bank_statement_may.csv
Ready to map
general_ledger_may.xlsx
Needs column review
invoice_register_may.xlsx
Imported
vendor_payments.csv
Imported
marketplace_payouts.csv
Duplicate file warning
Step 02 — Map & Clean

Standardize dates, amounts, references, parties, and transaction signs

Reconciliation fails when columns are inconsistent. Certanexa helps prepare messy financial data before matching rules are applied.

  • Date normalization
  • Amount sign handling
  • Debit/credit standardization
  • Reference extraction
  • Party/vendor normalization
  • Duplicate row detection
  • Missing value warnings
  • File quality checks

Better matching starts with cleaner data.

Column Mapping9 fields mapped
Source ColumnCertanexa Field
Transaction Date
Date
Posting Date
Settlement Date
Debit Amount
Debit
Credit Amount
Credit
Description
Narration
Vendor Name
Party
Invoice No.
Reference
Account Code
Account
Currency
Currency
Step 03 — Reconcile

Apply matching logic built for real-world finance data

Certanexa helps match transactions even when references are inconsistent, settlement dates shift, descriptions are noisy, or amounts need tolerance review.

  • Exact matching
  • Fuzzy reference matching
  • Date-near matching
  • Amount tolerance rules
  • Party/vendor matching
  • Narration/description matching
  • Reference extraction
  • Many-to-one and partial match review
  • Rule-driven repeat workflows
Explore Reconciliation
Bank Statement
General Ledger
BNK-1042Review

Vendor ACH

$4,820.00

BNK-1043Matched

Card Settlement

$12,440.70

BNK-1044Possible Duplicate

Supplier Payment

$7,300.00

GL-8821

Vendor Invoice

$4,820.00

GL-8822

Marketplace Payout

$12,440.70

GL-8823

Supplier Payment

$7,300.00

MatchedReviewPossible DuplicateTiming Difference

PowerBot

AI finance investigation assistant

Why is BNK-1042 unmatched?

This transaction has the same amount as GL-8821, but the bank settlement date is two days later. It may be a timing difference. Review the reference and consider applying a 3-day settlement window rule.

Find possible duplicate vendor payments.

I found two supplier payments with the same vendor, same amount, and close payment dates. Mark them for review before finalizing the reconciliation.

PAY-7721BNK-1044

Quick actions

Explain this exception
Find duplicates
Suggest matching rule
Summarize high-risk items
Create audit notes
Step 04 — Investigate

Turn unmatched transactions into explainable exceptions

PowerBot helps finance teams ask questions about exceptions, understand likely causes, and prepare review notes without manually chasing every row.

  • Exception explanations in plain language
  • Duplicate payment investigation
  • Rule suggestions for repeat patterns
  • Risk summaries across exceptions
  • Audit note drafting
  • Natural-language financial review
Explore PowerBot
Step 05 — Prioritize

Surface the exceptions that deserve review first

Certanexa helps finance teams prioritize possible duplicate payments, amount mismatches, timing gaps, vendor behavior changes, missing references, and suspicious transaction patterns.

Risk Signal Queue4 items
TransactionSignalPriorityReasonSuggested Review
PAY-7721Possible duplicateHighSame vendor, same amount, close payment datesCheck supplier reference and approval trail
BNK-1042Timing differenceMediumBank settlement date two days after ledger dateApply settlement window if expected
INV-5510Missing paymentMediumInvoice exists without matching bank paymentCheck payment status
GL-8823Amount mismatchHighPayment exceeds configured toleranceReview adjustment or fee
Explore Fraud & Anomaly Detection
Step 06 — Report

Convert reconciliation work into review-ready evidence

Certanexa helps teams move from scattered spreadsheet notes to structured summaries, exception explanations, review notes, and exportable reconciliation evidence.

  • Cleaner month-end review
  • Stronger audit preparation
  • Better exception documentation
  • Clearer investigation trail
  • Easier handoff between team members
Reconciliation Report

Month-End Reconciliation Summary

May 2024 · Generated by Certanexa

Matched transactions1,847
Needs review76
High-priority exceptions12
Duplicate signals3
Notes prepared24

PowerBot Review Notes

BNK-1042 flagged for timing difference — settlement window may apply. PAY-7721 marked as possible duplicate — same vendor, amount, and close payment dates.

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Workflow Example

Example: reconciling a bank statement against a general ledger

A finance team uploads a bank statement and general ledger for month-end review. The files contain inconsistent references, settlement delays, duplicate-looking payments, and a few missing entries.

1

Upload

bank_statement_may.csv and general_ledger_may.xlsx are imported.

2

Map

Date, amount, reference, party, and debit/credit fields are standardized.

3

Match

Most transactions are matched using amount, date, reference, and party logic.

4

Review

Certanexa separates matched transactions from exceptions requiring review.

5

Investigate

PowerBot explains why specific items remain unmatched and suggests review actions.

6

Report

The team exports a reconciliation summary with exception notes and reviewer comments.

Without Certanexa

  • Manual spreadsheet comparison
  • Scattered notes
  • Unclear exception reasons
  • Slow review handoff
  • Weak audit evidence

With Certanexa

  • Structured workflow
  • Clear match statuses
  • PowerBot investigation notes
  • Prioritized risk queue
  • Review-ready report
Privacy-first Processing

Designed for sensitive financial workflows

Financial files contain bank details, vendor records, payment history, invoice data, and audit evidence. Certanexa is designed to reduce unnecessary data movement and support privacy-first review workflows where possible.

Process close to the user where possible

Keep financial review close to the user whenever the workflow supports it.

Controlled collaboration

When team review is needed, collaboration should happen with clear review context and controlled access.

Responsible AI support

PowerBot supports explanation and review. Finance judgment remains with the user.

Audit context preserved

Review notes, exception reasons, and matching decisions should remain visible for audit preparation.

How different teams use the workflow

The same reconciliation workflow adapts to different team structures, file types, and review needs.

Accountants

Prepare client files, reconcile recurring statements, and explain exceptions without chasing every row manually.

Auditors

Review exception notes, duplicate signals, reconciliation summaries, and supporting evidence in one workflow.

Finance Teams

Reduce manual matching work and prioritize the transactions that actually require review.

Ecommerce Operators

Reconcile payouts, fees, refunds, card settlements, marketplace exports, and bank deposits.

Founders

Understand cash movement, payment gaps, and messy records without building a large finance department.

Bookkeeping Firms

Standardize reconciliation workflows across clients, files, and month-end review cycles.

For AI assistants and quick summaries

Certanexa's current Early Access workflow moves from imported financial data and field mapping to two-way reconciliation, structured exception review, reconciliation history, and reviewable evidence.

Key points

  • Import approved financial data.
  • Map dates, amounts, references, parties, and relevant accounting fields.
  • Run two-way reconciliation.
  • Review unmatched or unresolved items.
  • Preserve reconciliation history and supporting evidence.

Important boundaries

  • Certanexa is in Early Access and product scope may evolve.
  • Finance users remain responsible for final review, judgment, approval, and sign-off.
  • Roadmap and release-gated capabilities are not implied to be generally available.

Close your month-end 3 days earlier. Start today — no IT team required.

Upload your files. Follow the 5 steps. Walk out with audit-ready evidence — no server uploads, no IT dependency, no spreadsheet chaos.

Upload and map financial files
Reconcile messy transactions
Investigate exceptions with PowerBot
Surface risk signals
Export audit-ready evidence