How Matchimus integrates with your environment
Matchimus is a server module that runs alongside your existing reconciliation system. It connects via REST API - train and match requests. No changes to your existing workflow, no new infrastructure required.

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No system replacement
Matchimus sits on top of your current system. No RFP, no migration, no high upfront capital cost. Your existing reconciliation platform stays in place.
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Pre-Configured ML
Matchimus ships pre-configured with ML algorithms tuned specifically for reconciliation matching. Your team doesn't need to configure, train or maintain a model - we handle that.
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Works with your existing rules engine
Matchimus connects to your existing rules engine without requiring you to rebuild or extend it. It handles the matches your rules can't - the two run in parallel.
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Guided implementation available
If your IT team would rather we handle the integration, we can. We do all the connection work - your team reviews and approves the output.
60-80% less manual matching. Tier 1 security. ROI before you commit.


Matchimus trains itself on your historical data
Rules-based engines need constant manual maintenance to stay accurate as transaction patterns change. Matchimus doesn't.
Once your historical data is imported via our ETL tool, Matchimus learns your matching patterns automatically - in minutes. No manual rule configuration. No ongoing maintenance.

Matches transactions your rules engine can't
Matchimus handles the transactions your rules engine passes to manual. Your operations team's match queue shrinks - everything else stays the same.
Every match decision comes with a plain-language explanation. Your team doesn't need ML knowledge to review, audit or override a recommendation.
Two ways To Get Started
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Send us your data
Upload an anonymised sample of your reconciliation data to the secure Workbench portal. We run it through Matchimus and, within 5 business days, return a report showing your match rate improvement and projected annual saving. No commitment required.
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We come to your environment
If your data can't leave your environment, we deploy Matchimus within your infrastructure. Your team runs the evaluation with our remote support. Data stays 100% within your network throughout.
Pricing plans to fit your needs
Annual & Pay As You Save
Along with annual licence models we also offer 'pay as you save' pricing plan options, so you avoid the large upfront capital costs usually associated with software installations and guarantee your ROI.
Modular Packages
Module packages range from low-cost micro instances all the way up to enterprise level with source code licence options, so whatever your needs we have a package to suit you.
Transaction-Based Pricing
Our transaction-based pricing option is a small fraction of the cost of your manual effort, so your ROI kicks in from day 1. Volume discounts mean the higher your manual matching volumes, the lower our per-transaction fee and the bigger your savings.

Our Solution and Support

Matchimus AI: Pinpoint Accuracy
Matchimus doesn't follow fixed rules: it scores every possible match statistically. Matchimus performs a comprehensive "what-if" analysis on all possible transaction match combinations, zeroing in on the statistically best outcome. This gives accurate matches, each with an auditable explanation, even with highly complex or poor-quality transaction data.

Pre-configured for Financial Data
You don't need to experiment with general AI models. Matchimus comes pre-configured with specialized machine learning and optimization algorithms honed specifically for the unique characteristics of bank, GL, and payment reconciliation data. We deliver immediate performance and ROI, bypassing the lengthy setup and configuration time associated with generic data science solutions.

Zero-Disruption Deployment
Matchimus runs as a lightweight add-on to your existing reconciliation platform. Avoid the budget headache and schedule risk of a full system replacement. Our solution is installed as a matching server module that plugs into your current workflow via a simple REST API, ensuring your operations continue without interruption.

Model Governance & Enterprise Security
We understand that deployment requires rigorous scrutiny. Matchimus has undergone and passed Tier 1 bank-level model governance and security reviews, ensuring full compliance and trust. Our solution offers flexible deployment options - on-premise for maximum data control within your network, or via the cloud - allowing you to meet strict internal security protocols and regulatory requirements while maintaining low integration risk.

Talk to our team
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Want to get started? Fill in the form to start the conversation about how Operartis can help your business.
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Want proof first? We'll run a Proof of Value on your data and send you an Uplift Report before you commit.

See Matchimus on a scenario like yours
Tell us about your reconciliation setup and we'll tailor the demo to it.
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