Focused financial tools for operators who need repeatable answers inside real workflows.

Operator Apps

Operator Apps are task-specific financial tools designed to run inside the tools finance teams already use. Each app is built around a single job, executes with discipline, and produces outputs you can rely on — without replacing your systems or adding unnecessary complexity.

What Makes an Operator App Different

Modern finance doesn’t fail because of a lack of tools; it fails because tools try to do too much.

Operator Apps are intentionally narrow. Each one solves a specific financial task with consistency, transparency, and control — so results are repeatable, explainable, and trusted.

Built Around Real Tasks

Each Operator App is designed around a clearly defined financial job — not a feature list. That focus makes the logic easier to trust and the outputs easier to defend.

Designed to Fit Existing Workflows

Operator Apps run inside familiar tools and processes. They don’t require system replacements, data migrations, or behavior changes just to be useful.

Reliable Before Intelligent

Before automation can scale, it has to be correct. Operator Apps prioritize structured logic, consistency, and auditability — creating a foundation that future Agents can build on.

where operator apps fit

From Inputs to Decisions

Operator Apps are the execution layer of the Operator Stack. They sit between raw data and higher-order automation, turning messy inputs into clean, decision-ready outputs. Today, they run in Excel. Tomorrow, they become the backbone for Agents and Signals. This layered approach is how modern platforms evolve: structured apps first, intelligent agents second.
1

Inputs

Transactions, assumptions, scenarios

2

Operator Apps

Structured logic and controls

3

Outputs

Decisions, actions, confidence

Designed for Operators, Not Tinkerers

Who Operator Apps Are Built For

Operator Apps are designed for people who are responsible for outcomes.

If you care about accuracy, consistency, and making decisions you can stand behind, these tools will feel familiar. If you’re looking for maximum flexibility or one-off experimentation, they probably won’t.

Good Fit

  • CFOs and Controllers
  • Finance leaders in operating companies
  • Founders who need financial clarity without building a full finance team
  • Advisors and consultants supporting multiple clients

Not the Target

  • Casual spreadsheet users
  • One-off academic or classroom use
  • People looking for dashboards instead of decisions
  • Users who want to heavily customize core logic

Apps Today. Agents Tomorrow.

Operator Apps are the foundation of the Operator Stack.

They establish the structured logic and repeatable workflows that intelligent agents build on. As automation evolves, these apps don’t get replaced — they become the system behind the system.

View the Agents Roadmap