Deterministic workflow automation for finance

AI for finance, without the black box.

AgentMag turns painful finance workflows into deterministic, auditable code on the systems you already use. Deployment ownership, controls, and support are defined during buyer evaluation.

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Finance workflow queue

Contract changes turn into approvals, invoice prompts, and finance-ready updates.

Built from live finance triggers
1
Contract Intake
PDF or email
2
Rules Review
Terms checked
3
Approval Route
Owner assigned
4
CRM Update
Deal synced
5
Invoice Needed
Finance notified

The finance AI problem

Your board wants AI in finance. Your auditors want it to hold up.

You are under pressure to automate, but finance does not run on “probably.” An LLM that invents a number, silently cuts a corner, or cannot show its work is not an efficiency gain. It is a liability you have to sign your name to at close.

There is a fourth option.

Rigid finance AI tools

Template-first products may satisfy a checklist, but they force your work into somebody else’s process.

DIY agents and scripts

Sharp operators can vibe-code something useful, until it drifts, breaks, or leaves with the person who built it.

Doing nothing

Your team keeps burning days on report pulls, reconciliations, approvals, and copy-paste between systems.

What AgentMag is

Deterministic workflow automation for finance.

AgentMag automates your most painful finance workflows as deterministic, auditable code, not black-box AI, on top of the tools you already use.

Real code, not runtime guesses

Every workflow runs step by step as predefined code. It behaves the same way on run #1 and on run #1,000,000.

Scoped AI where it belongs

AI can read a contract or classify a document, but confidence thresholds and human fallback keep it from deciding what your finance system does.

Full execution evidence

Every action, approval, exception, and system write is logged so finance leaders can inspect the run instead of trusting a black box.

From one painful workflow to automation in about two weeks

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Tell us

Tell us what hurts

Walk through the workflow your team dreads, from the month-end pull to the AR inbox. A screen-share or Loom is enough.

Deploy

We deploy it on your stack

Our finance engineers build against your existing systems, including tools with no API, then you approve a dry run.

Prompt
Create an invoice when a signed contract arrives, check terms, then send it to the customer.
Trigger
Contract signed
Extract
Terms parsed
Approve
Policy checked
Sync
Invoice sent
Run

It runs on every event

AgentMag runs in the background, surfaces exceptions to Slack, Teams, or email, and keeps every action visible.

Runs dashboard
Active workflow health
Live
582
Runs
33
Errors
1.2s
Avg Latency
WorkflowSuccess
Invoice Processing97.2%
Payment Reconciliation94.8%
Contract Ingestion99.1%
Reminder Emails88.5%
Data Sync (ERP)91.3%
Logslatest 28 runs
Audit trail updated

Deterministic finance automation

You name the workflow. We build it, run it, and keep it running.

A screen-share or Loom is enough. Our finance engineers deploy against your existing stack, including tools with no API, then maintain the workflow as your systems change.

Workflow walkthroughDeterministic codeApproved dry run

Finance workflows

If a person does it the same way every time, AgentMag can run it.

These are starting templates. Every one is customized to how your company actually works.

Signed Contract to Cash, Automatically

Detect a signed contract, extract billing terms, match CRM data, send the invoice, and book revenue with every action logged.

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  1. 1
    Contract signed
    trigger
  2. 2
    Extract terms
    billing data parsed
  3. 3
    Invoice sent
    customer notified
  4. 4
    Revenue booked
    ERP updated
Contract-to-cash

Acme Corp - order form signed

Billing workflow generated from approved contract terms

Plan: Enterprise Annual
Billing start: Jun 1, 2026
Amount: $42,000
StatusBooked with audit trail

One finance portal

Stop running finance across five disconnected tools.

Your automations are scattered across AI tools, scripts, and spreadsheets. AgentMag unifies finance workflows into one governed portal with live triggers, controls, and audit-ready exception handling.

Event Driven

Why deterministic matters

An AI agent cannot pass your audit. AgentMag can.

We use AI where it belongs, such as interpreting a document, but never to decide what your finance system does.

AI agents
AgentMag

Decide what to do at runtime and can hallucinate a step or tool.

Runs predefined, programmatic steps with no surprise actions.

Drift or cut corners after enough runs.

Executes identically on the first run and the millionth run.

Hide their reasoning inside the model.

Surfaces every step in an execution tree and audit trail.

Ask you to trust that the right thing happened.

Leaves you with proof that the right thing happened.

DETERMINISTIC AUTOMATION

A workflow run your controller can inspect.

Not a chatbot. A controlled workflow engine for finance operations that follows configured rules, catches exceptions, and keeps every action reviewable.

Workflow run
Cash application flow
Ready

Proof & results

Built by finance operators. Deployed in companies that get audited.

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Illustrative workflow

Exception-based billing review

A billing workflow can collect source data, apply configured rules, and route exceptions for human review. Actual outcomes depend on the implementation.

Billing Workflow
Before
6 days
25 touches
After
18 min
exceptions only
intake
validate
post
Illustrative workflow

Browser-assisted system handoff

Where an approved API is unavailable, a deployment may use controlled browser automation. Access, reliability, and security must be validated for the target system.

Browser automation
1Secure login
2Read billing table
3Post approved invoice
Illustrative workflow

Reviewable execution records

A workflow can retain step results, approvals, and timestamps. Evidence completeness and retention depend on the configured workflow and buyer deployment.

Evidence packet
Controls
Deployment evidence
Run log
Step-by-step trace
Approval
Reviewer + timestamp

Integrations & workflow engine

Works with the stack you already have.

Connect Workday, NetSuite, Sage Intacct, QuickBooks, Rillet, Salesforce, HubSpot, Stripe, Slack, Microsoft Teams, Box, Dropbox, DocuSign, Ironclad, Google Sheets, Excel, and the internal systems around them.

  • Native connectors where APIs are available
  • Secure browser automation when a missing API would otherwise block the workflow
  • Deterministic rules for decisions that need control and audit-ready routing
ERP & Accounting
CRM & Sales
Communication
Spreadsheets
Contracts & Docs
Workflow Engine

You stay in control

We carry the maintenance.

AgentMag sits between the systems you already trust and turns repeatable finance work into governed workflows your team can inspect.

Permissions, approvals, impact analysis, and a full audit trail: see how governance works.

Explore governance

No rip-and-replace

Keep the ERP, CRM, payment processor, document tools, and approval process your team already uses.

No key-person risk

Workflows live in a managed platform with version history, not in one analyst’s local script or private prompt chain.

No maintenance burden

When an upstream tool changes or repeated exceptions show a rule needs to change, AgentMag handles the update with your approval.

Gated by design

No workflow goes live without the approvals your controls require, and exceptions wait for the right owner before anything posts.

FAQ

Common questions from finance leaders.

No. AgentMag supports explicit workflow steps and can use AI for bounded interpretation tasks. The final behavior depends on the workflow configuration and deployment.

Still evaluating a workflow? Contact sales and we will map the first automation path with you.

Bring the finance workflow your team dreads. We will map the automation path.

Walk through billing, cash application, reconciliation, or another workflow. Scoping, delivery estimates, controls, and evidence requirements are confirmed only after the target systems and deployment are reviewed.

Workflow discoveryDeployment requirements reviewAcceptance criteria outline
Discuss an Evaluation

Fast workflow scoping

Bring the workflow that hurts most.

Buyer-controlled rollout

Ownership and support are agreed before deployment.

Verification-first delivery

Controls and evidence are tested against acceptance criteria.