Rigid finance AI tools
Template-first products may satisfy a checklist, but they force your work into somebody else’s process.
Deterministic workflow automation for finance
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.
Evaluate AgentMag
Contract changes turn into approvals, invoice prompts, and finance-ready updates.
The finance AI problem
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.
Template-first products may satisfy a checklist, but they force your work into somebody else’s process.
Sharp operators can vibe-code something useful, until it drifts, breaks, or leaves with the person who built it.
Your team keeps burning days on report pulls, reconciliations, approvals, and copy-paste between systems.
What AgentMag is
AgentMag automates your most painful finance workflows as deterministic, auditable code, not black-box AI, on top of the tools you already use.
Every workflow runs step by step as predefined code. It behaves the same way on run #1 and on run #1,000,000.
AI can read a contract or classify a document, but confidence thresholds and human fallback keep it from deciding what your finance system does.
Every action, approval, exception, and system write is logged so finance leaders can inspect the run instead of trusting a black box.
Walk through the workflow your team dreads, from the month-end pull to the AR inbox. A screen-share or Loom is enough.


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


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


Deterministic finance automation
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.
Walk us through the month-end pull, credit-memo back-and-forth, AR inbox, or other workflow your team dreads. You do not build anything.
AgentMag turns the walkthrough into deterministic workflow code with triggers, extraction, validation, exception routes, and sync steps.
Approve a dry run, watch it in observability mode, then let it run on events while exceptions wait for human approval.
Finance workflows
These are starting templates. Every one is customized to how your company actually works.
Detect a signed contract, extract billing terms, match CRM data, send the invoice, and book revenue with every action logged.
Book a demoBilling workflow generated from approved contract terms


One finance portal
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.


Why deterministic matters
We use AI where it belongs, such as interpreting a document, but never to decide what your finance system does.
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
Not a chatbot. A controlled workflow engine for finance operations that follows configured rules, catches exceptions, and keeps every action reviewable.
Proof & results
A billing workflow can collect source data, apply configured rules, and route exceptions for human review. Actual outcomes depend on the implementation.


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


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


Integrations & workflow engine
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.




You stay in control
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 governanceKeep the ERP, CRM, payment processor, document tools, and approval process your team already uses.
Workflows live in a managed platform with version history, not in one analyst’s local script or private prompt chain.
When an upstream tool changes or repeated exceptions show a rule needs to change, AgentMag handles the update with your approval.
No workflow goes live without the approvals your controls require, and exceptions wait for the right owner before anything posts.
FAQ
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.
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.
Bring the workflow that hurts most.
Ownership and support are agreed before deployment.
Controls and evidence are tested against acceptance criteria.