Use Cases
Reconciliation as code
Headless Experience: Simetrik, exposed as a CLI
Provision, configure, and maintain every reconciliation and control from your AI agents (Claude Code, Codex, Gemini, Codex, or your own), or terminal. Declarative by design, version-controlled by default, auditable end to end, and ready to scale.
The control plane is already built. Your agents are the intelligence
Simetrik’s reconciliation engine is rule-based by design: same input, same output, every time, traceable and audit-ready. The CLI surfaces that engine, audit trail, and permissions model into the tools and workflows your teams already use. Your Claude, Codex, Gemini, Copilot, or in-house agent calls Simetrik like it would call a database. You own the intelligence. We manage the control plane.
Hours, not months
A single script deploys dozens of sources, unions, and reconciliations, respecting dependency order automatically. Now, it only takes a few hours to deliver what historically takes days.
Autonomy for your team
Define once, deploy anywhere. Your implementation teams and AI agents operate independently, with no waiting on engineering to push configurations across environments.
Your agents, our control plane
Claude, Copilot, or any agent with shell access calls Simetrik like a database. You own the intelligence. Every change is traceable.
Everything Simetrik does, now programmatic
From connecting sources, building rules, and automating workflows. Simetrik’s CLI covers the full lifecycle of financial operations control.
Reconciliations
Create, update, execute, and confirm reconciliations. Build standard and advanced recon flows. Configure sweeps, matching rules, and segmentation, all from definition files.
Sources & transformations
Create sources and manage files. Build transformations, calculated columns, uniqueness checks, and lookups. Configure source unions, grouped sources, and consolidations.
Automation & schedule
Configure data exports with schedules or event triggers. Set up recurring executions, hourly, daily, custom. Chain tasks across pipelines.
Monitoring, queries & audit
Query data with filters, sorting, and segments. Map dependencies, organize resources across folders, and access Simetrik’s Operation Center.
Who is the CLI for?
Finance & operations teams
Work with AI agents (Claude Code, Codex, Gemini, Codex, or your own agents) that use the CLI to configure, maintain, and optimize reconciliations on your behalf, no terminal required.
Implementation teams
Deploy full reconciliation infrastructure from a single definition file. Go from spec to production in hours, not days.
Engineering & DevOps
Automate configurations, integrate with CI/CD pipelines, and orchestrate bulk operations across environments.
AI Agents
Deploy, orchestrate, and maintain financial operations workflows through autonomous agents operating on top of Simetrik’s governed control plane.
Every change has a user behind it
The CLI inherits the same enterprise security model as the visual interface. Every session is authenticated, every action is auditable, and every change is versioned with rollback.
Authentication
OAuth via your IdP. CLI access is granted by account admins from the Simetrik frontend, auditable, traceable, and centralized.
Permissions
Custom roles restrict what each user or agent can do. The same role-based access control that governs the UI governs the CLI. No escalation paths, no implicit permissions.
Audit trail
Every change is logged: who (user or app), what (the action), and whether it was approved. SOC 2, ISO 27001, and PCI DSS compliant.
Data access
Your data sources (banks, ERPs, settlement files, internal databases) stay where they are. The CLI reads from them through the same secure channels, SFTP, API, SQL, with read-only direct routes where applicable. TLS 1.3 for all communication.
Why a foundation model alone isn't enough
An LLM can reason about a transaction, but it cannot deliver rule-based matching, audit-grade traceability, or 100% edge-case coverage at scale. Simetrik gives your agents the governed infrastructure they need to operate, so you build intelligence, not plumbing.
DIY on a foundation model
- You build the matching logic
- You build the audit trail
- You manage edge cases
- You own the tech debt
Call the Simetrik engine
- A proven engine for financial control across 8 domains, pre-built
- Audit-grade traceability at the transaction level
- In production across 160+ enterprises, 50+ countries, $500Bn+ TPV reconciled
- CLI-native. You own the intelligence, we own the control plane
Make your financial controls callable
Accessible from your terminal, your pipeline, and your AI agents. See how the CLI fits into your financial operations stack.