Use Cases
At Simetrik, AI is embedded across the entire experience
AI-native capabilities across every layer of the platform, from implementation to daily operations, without putting trust at risk
Where precision meets intelligence
A control that changes its answer is not a control. That’s why Simetrik separates what must be deterministic from what benefits from intelligence.
The reconciliation engine is rule-based by design: same input, same output, every time, fully traceable and audit-ready. AI works around that core, not inside it: accelerating configuration, detecting anomalies, optimizing rules, and enabling natural-language interaction. The result is a platform where precision and intelligence reinforce each other.
The AI layer in action
Every team operates differently. Simetrik gives you three experiences so you can match the platform to your strategy: conversational, agent-driven, or programmatic.
Simetrik Agent, expertise integrated to your operation
- All of Simetrik’s industry knowledge and financial control expertise, available as a conversational agent inside the platform
- Describe what you need in natural language, the Agent interprets your business context, builds a plan, and executes with the judgment of an expert implementer
- You stay in control. The Agent understands when to act, when to propose, and when to ask
Bring the expertise where you already work
- Bring Simetrik’s intelligence to the agents you already use
- Through MCP, your Claude, Copilot, or custom agents connect to the Simetrik Agent and inherit its full knowledge, business context, control logic, and industry expertise. You keep working where you already work
- Your agents gain Simetrik expertise. Your workflows stay the same
Simetrik’s engine, one command away
- Control the entire platform through natural language or through code
- The AI Agent enables end-to-end interaction via conversation
- The CLI gives your engineering teams and AI agents full programmatic access, same engine, same audit trail
AI Capabilities
Intelligence embedded across the workflow, from how you configure to how you operate. Every capability is native to the platform, ready to use from day one.
Smart Source Unions
Suggests and autocompletes columns when configuring source unions, reducing manual mapping during setup.
Smart Date Formats
Identifies and configures 500+ date formats automatically, eliminating one of the most common setup blockers.
Smart Transformations
Create, preview, explain, and correct formulas in natural language. Build data transformations without writing syntax.
Smart Rules
Suggests crossover rules for advanced reconciliations based on best practices and historical patterns.
Column Mapping
Switch sources seamlessly using relationship maps. AI safeguards downstream consistency across your controls.
Smart Parser
Suggests the best parser from the catalog to adapt non-standard files, or generates a new one on the fly.
Accounting Review
Supports chart of accounts review across periods, accelerates structured walkthroughs and SOX preparation.
Anomaly Detection
Surfaces operational and data quality issues in a single view, what's failing, why, and what to do about it.
AI Copilot Datasets
Create analytical datasets in natural language, reduce dependency on IT and BI teams for operational analysis.
See what AI-native financial control looks like
One platform where precision and intelligence reinforce each other, accessible through the experience that matches how your team already operates.