The finance team reconciled balances by hand and hoped the ledgers agreed. We built the check.
Balances were reconciled after the fact, and a mismatch surfaced days later. Neuramonks delivered a real-time transaction reconciliation software layer with automated reconciliation and a Hyperledger record, so discrepancies are caught as they happen.
Delivered for the finance team
- Real-time
- Transaction validation
- Hyperledger
- Immutable audit trail
- Automated
- Balance reconciliation
- Traceable
- Every entry to source
Delivered for the L&D team
- Real-time
- Transaction validation
- Hyperledger
- Immutable audit trail
- Automated
- Balance reconciliation
- Traceable
- Every entry to source
The Client's Problem
A mismatch found days after the transaction that caused it.
- Balances reconciled after the period closed
- Checked as transactions land
- Discrepancies traced back by hand
- Flagged with the entries that caused them
- Audit evidence assembled from exports
- An immutable record written as it happens
What We Delivered
Six pieces of work, one accurate ledger.
- 01 · Data Engineering
- Transaction ingestion
- Brings entries in from every system that produces them.
- 02 · Applied AI
- Real-time validation
- Checks each transaction as it lands, not at period end.
- 03 · Applied AI
- Automated reconciliation
- An automated ledger reconciliation solution that matches entries across ledgers and flags what does not.
- 04 · Blockchain Engineering
- Hyperledger integration
- Writes an immutable record of every reconciled entry.
- 05 · Product Engineering
- Exception review workspace
- Accountants work the exceptions, not the whole ledger.
- 06 · Analytics
- Compliance reporting
- Evidence a reviewer can follow without rebuilding it.
· Across all six · Financial and audit data
- Immutable audit trail
- Reconciled entries written to a ledger that cannot be edited after.
- Encrypted end to end
- Transaction data and records encrypted in transit and at rest.
- Access-controlled by role
- Accountants, reviewers and auditors see only their own scope.
Finding mismatches after the period closes?
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The Result
Discrepancies surface with the entry that caused them.
Validating as transactions land, rather than at period end, means an exception arrives attached to its cause. Accountants work a short list instead of a full ledger, and the audit record is written as the work happens inside a Hyperledger fintech compliance system built for auditors.
Real-time
Validation and reconciliation as entries land, with an immutable record behind every one.
How The Engagement Ran
Four phases, transaction to audit record.
- Phase 1
- Discovery
- Reconciliation rules and compliance requirements captured.
- Phase 2
- Ingestion and validation
- Transaction feeds unified, real-time checks built.
- Ingestion and validation
- Phase 3
- Reconciliation and ledger
- Matching logic and Hyperledger recording wired in.
- Phase 4
- Exceptions and rollout
- Review workspace and compliance reporting released.
- Machine Learning
- Hyperledger
- Data pipeline
- Rules engine
- Audit logging
This build draws on our fintech AI development services, covering everything from transaction validation to Hyperledger integration.
Why Neuramonks
Why the finance team chose Neuramonks.
- Outcome-driven delivery
- Accuracy and compliance targets set before development started.
- Built for audit
- Every entry traceable to its source and to its check.
- Exceptions, not everything
- Accountants review what failed, not the full ledger.
- Deployable on your terms
- On-premises or air-gapped where policy requires it.
Common Questions
What teams ask about this build.
How is balance reconciliation automated?
Entries are matched across ledgers as they arrive through an automated ledger reconciliation solution, and anything that does not match is raised as an exception with the transactions behind it.
Why use Hyperledger for financial records?
It gives an immutable record of each reconciled entry inside a Hyperledger fintech compliance system, so audit evidence cannot be altered afterwards and does not need reassembling later.
What does real-time transaction accuracy mean?
Each transaction is validated as it lands rather than at period end, so an error is caught near the moment it was made.
What did the engagement include?
Transaction ingestion, real-time validation, automated reconciliation, Hyperledger integration, the exception workspace and compliance reporting.
How is financial data secured?
Records are encrypted in transit and at rest, access is restricted by role, and reconciled entries are written to an immutable ledger.
