Use Cases
Reconciliation software
AI-Powered Financial Control Infrastructure
A platform where finance, operations, and accounting teams reconcile every transaction, enforce every control, and close with confidence, at any scale.
Measured business impact
3X-6X
Expected year-1 ROI
>99.9%
Expected automatic match rate
~90%
Reduction in manual reconciliation effort
≤15bps
Transactional leakage identified and recovered annually
Your AI agent for financial operations control
The Simetrik Agent, embedded into the platform has all Simetrik’s expertise in industries and financial controls. Your team can reconcile and execute controls using natural language, voice, or by adding files.
The agent understands your intent, builds an execution plan for your approval, and configures everything inside the platform, from reconciliations and matching rules to schedules and alerts.
AI-native financial reconciliation and control capabilities
Everything your finance and operations teams need to control the full transaction lifecycle, from ingestion to reporting, in one AI-native platform.
Integrations
Connect 5,500+ data sources with no need of IT engineering.
- AI-native Smart Parsers automatically detect file structures and adapt when providers change their formats.
- Pre-built connectors for payment processors, card networks, banks, ERPs, and core financial systems.
- Simetrik normalizes formats, and adapts automatically when providers change their file structures.
Data Preparation & Enrichment
- AI suggests transformations based on source patterns, reducing configuration from hours to minutes.
- Smart Source Unions merge multiple types of files into a single table. Smart Date Formats and Smart Transformations standardize any structure.
- Configurable formulas and AI-assisted column mapping eliminate manual field alignment across sources.
Resources & Reconciliation
- Manage every data source, reconciliation, and control in one workspace.
- Track lineage from raw source to final output.
- Configure access, scheduling, and dependencies across your entire control ecosystem.
Accounting
- AI-driven chart of accounts review GL Accounts evidence supports for SOX controls preparation.
- Sync with your GL and subledgers in SAP, Oracle, NetSuite, or any ERP.
- AI-powered Accounting Model Assistance identifies fields and accelerates journal entries configuration.
- Entity-aware rules, customizable accounting logic, and AI-generated close documents reduce month-end close cycles by up to 5 days on average.
Operation Center
- AI suggests control thresholds and learns from your team’s feedback to refine monitoring over time.
- Your command center for exceptions, anomalies, and pending items.
- Unified view of every reconciliation issue with standard format, severity classification, and root cause analysis.
- Assign, track, and resolve discrepancies without leaving the platform.
Data Sharing
- AI Copilot lets you create analytical datasets in natural language, reducing dependency on IT and BI teams.
- Easy-to-use dashboard builder for internal teams, and audit-ready reports for regulators.
- Automated distribution to partners and customers.
- Full traceability at the record level. Export to any format or push directly to downstream systems.
Pre-built control Templates for faster go-live
Simetrik Templates are pre-built configurations for the third parties your business already uses. Connect and instantly get real-time dashboards, automated controls, and full visibility into your transactions, no months of setup, no engineering dependency.
Three Experiences. Two Cores
Two interfaces built for the same reconciliation engine
Two ways to interact with the same platform. A visual interface with a built-in AI agent for teams that want direct control, or a headless experience via CLI and MCP for teams that operate through external agents. Same engine, same rules, same data.
Web Experience
Full platform access through a visual interface with a built-in AI agent. Configure controls, monitor reconciliations, and resolve exceptions visually, or let the Simetrik Agent handle it through conversation.
Headless Experience
Full platform access through two paths. CLI goes directly to the core for programmatic operations. MCP connects external agents to Simetrik Agent for natural-language automation.
Precision and intelligence in one architecture
Every reconciliation runs on the same platform, with two complementary engines. The deterministic core executes the exact business rules your team defines. The AI capabilities layer learns from your data, detects patterns, and optimizes over time. Together, they deliver control that is both precise and adaptive, getting stronger with every transaction the platform processes.
Deterministic core
Executes precise, rule-based reconciliation logic. Every match, validation, and exception follows the exact business rules your team defines and controls.
Probabilistic core
AI capabilities and intelligent agents that learn from your data: detecting anomalies, optimizing matching rules, and improving accuracy automatically.
Ready to take control of your financial operations?
Let us show you how 180+ enterprises use Simetrik to reconcile faster, close sooner, and eliminate financial leakage.