Why Loopfour

Three ways to automate finance. One that survives the audit.

Teams reaching for AI in finance usually land on one of three approaches, and two of them break exactly where finance cannot afford to. Here is the honest comparison.

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Vs. general-purpose AI agents

An AI agent decides what to do. Loopfour does what was approved.

General-purpose AI assistants and DIY agents are flexible and fast to start, which is exactly why they are dangerous in finance. They decide their next step at runtime, hide their reasoning inside a model, and have no concept of who approved what. Useful for drafting. Unaccountable for closing your books.

Using Claude in finance? See the detailed comparison.

General-purpose AI agents

Loopfour

Decide what to do at runtime, and can invent a step, a number, or a tool.

Runs predefined, programmatic steps. Identical on run #1 and run #1,000,000.

Reasoning is hidden inside the model.

Every step is surfaced in an execution tree and audit trail.

No native permissions, so anyone with access can change anything.

Role-based permissions, with approval required before deploy.

No change management. A tweak is live the moment it is made.

Maker-checker approvals, impact analysis, and version history on every change.

Built for everything, accountable for nothing.

Built for finance, accountable by design.

Vs. general-purpose automation platforms

A horizontal automation tool makes you the builder. Loopfour does the building.

General-purpose automation platforms can connect almost anything, but they are built for every department, so finance gets a blank canvas and a maintenance burden. You supply the specialist to design the workflows, the integrations they do not cover out of the box, and the person who fixes it when it breaks. The dependency just moves from a spreadsheet to a platform nobody else on the team can read.

Horizontal automation platforms

Loopfour

Built for every team, tuned for none. Finance starts from a blank canvas.

Purpose-built for finance, with proven finance workflow patterns.

You staff a specialist to design and maintain workflows.

Our finance engineers build, monitor, and maintain every workflow.

Governance is generic, where it exists at all.

Approvals, permissions, and audit trail designed for finance controls.

Key-person risk reappears, now on a platform only one person knows.

Workflows live in a managed platform with versioning, not in one head.

Integrations stop at the connector list.

If there is no API, we connect through secure browser automation.

Vs. DIY scripts & homegrown middleware

Custom scripts work, until the person who wrote them leaves.

The internal middleware and one-off scripts holding your finance stack together were a good idea once. Now they are undocumented, unowned, and a single resignation away from a fire drill. Loopfour replaces them with deterministic workflows that are owned, versioned, monitored, and maintained, without a rip-and-replace of the systems around them.

DIY scripts & homegrown middleware

Loopfour

Undocumented logic in one person's code.

Versioned workflows with plain-language impact analysis.

Breaks silently when an upstream system changes.

Monitored runs; exceptions surface to the right person.

Maintenance falls on whoever is left.

Maintenance is on us, included.

No audit trail.

Every run logged and filterable.

See it run on your stack.

Tell us the one workflow your team dreads. We will show it running (deterministic, permissioned, and auditable) in about two weeks.

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