A Smarter Way to Replace Legacy Back Office Systems
We don't rebuild. We learn.
DARKCUBE learns how your legacy system behaves by analyzing millions of historical inputs and outputs. It builds a behavioral twin that preserves your interfaces and data flows, all running on modern, flexible infrastructure.
Legacy
Trade + Report
Modern UI
Modular
Back-Office
Configurable
Powered by AI, not guesswork
Rather than coding new rules from scratch, DARKCUBE uses AI to learn and replicate system logic directly from your own trade and reporting history. It delivers the same outputs, faster, more transparently, and fully configurable.
Why Operations Teams Choose DARKCUBE
Mirrors legacy behavior
Same inputs, same outputs, our behavioral twin preserves all your existing interfaces and data flows.
Configurable logic engine
Change business rules, calculations, and formatting without code or development cycles.
Validated in parallel
Run alongside your legacy system with continuous reconciliation until you're ready to transition.
No downstream changes
Keep all your interfaces intact, no changes required to connected systems or processes.
Configuration Without Complexity
Rules, outputs, and schedules are editable through structured, versioned configurations, stored in files or managed in your system's database.
Configurable Rules
Admin Interface
Live Updates
Legacy Is the Risk
Obsolete architecture
Batch jobs, RPG, Green Screens that slow down your operations.
Inflexible
Hard to customize or scale with your growing business needs.
Limited vendor choice
A small number of entrenched providers leave teams with little flexibility.
Hidden costs
Manual workarounds, support contracts, and integration gaps drain resources.
Who We Serve
Mid-market commodity traders
Right-sized solutions for organizations that need efficiency without enterprise overhead.
Commodity SaaS platforms
Infrastructure for platforms looking to extend their capabilities with robust back-office functions.
Marketplaces and clearing networks
Solutions that scale for complex multi-party transaction environments.
Risk teams
Powerful tools for teams managing reconciliations and regulatory reporting.
Ready to Modernize Without Disruption?
Schedule a demo to see how our Black Box approach can transform your back office.