SolutionsFinance
Move finance work
forward. Keep authority
where it belongs.
Build AI agents that investigate operational cases, prepare recommendations, and carry work through approvals and system checks - while keeping decisions with the right people and systems.
Featured workflow: Held-payment case handling

Context brought together
Relevant records gathered for the task.
Work prepared for review
Case memos, recommendations, and next steps.
Authority preserved
Actions governed by your permissions and approvals.
02Workflows to explore
Put agents to work across
finance operations.
Bring together records, investigate operational questions, and prepare controlled next steps. Configure agents around the work your finance team handles and the authority each action requires.
- Featured workflow
Held-payment case handling
Investigate the case, prepare the release memo, and coordinate the required human approval and system clearance.
Output: a reviewed case carried through its authorized next steps.
See worked example Invoice and payment queries
Gather invoice, purchase-order, and payment context, identify missing information, and prepare a response.
Output: query-resolution brief and drafted communication.
Reconciliation investigations
Investigate discrepancies already identified in transaction or accounting records and assemble the available explanations.
Output: exception pack with supporting records and proposed follow-ups.
Period-end evidence preparation
Gather requested supporting records, organize outstanding explanations, and prepare material for finance review.
Output: review pack with unresolved items clearly identified.
Your workflow may be different. Agents are configured around your connected systems, working procedures, and action boundaries.
03One workflow, in detail
Illustrative workflowFeatured workflowHeld-payment case handling
Follow a held payment through
the decisions that govern it.
Here is how those capabilities come together in a bank payments-operations workflow. An agent investigates the case, prepares the release memo, coordinates communication, waits for the required approval, obtains system clearance, and records the outcome.
A static illustration. Each picture shows one fictional record at a stage of the workflow; nothing here sends a message, releases a payment, or reads a live system, and a submitted transfer is not a settled one.
Investigate and prepare
Review the customer, account activity, and payee history, and draft a release memo.

Communicate within operator authority
Request permission to send a secure customer message, using your operator authority.

Obtain supervisor approval
Request approval to release the held payment, including the memo and investigation outcome.

Obtain system clearance before submission
Once approved, obtain screening-service clearance and then submit the payment to the core system.

04Permissions and approvals
Different workflows.
Explicit boundaries.
For each agent, define the information it can access, the actions it may take, and when a person or connected system must approve. Here is one example from the featured bank-operations workflow.

Example policies for the featured workflow
| Action | Example policy |
|---|---|
| Read customer, account, and payee information | Allowed |
| Change the customer transfer limit | Denied |
| Send a secure customer message | Operator authorization |
| Release the held payment | Supervisor approval required |
| Submit the transfer | Screening-service clearance required, after release |
These are example policies for one workflow. Other finance agents can have different boundaries.
Requesting an action is not approving it.
The operator can ask the agent to release the payment, but only the supervisor can approve that action. Submission also requires screening-service clearance.
05The record and the follow-up
See what happened.
See what authorized it.
Inspect the agent’s work alongside the permission decisions that governed it. Review what was prepared, what was approved, and what happened next.
Decision record
A complete timeline of actions, permissions, and outcomes.
- 10:02 AMSep 10, 2026Customer and account information readAuthorized by: Data access policy
- 10:03 AMSep 10, 2026Transfer-limit change refusedRefused by: Administrator rule
- 10:26 AMSep 10, 2026Secure customer message authorizedAuthorized by: Operator approval
- 2:03 PMSep 10, 2026Held payment releasedAuthorized by: Supervisor approval
- 2:05 PMSep 10, 2026Transfer submission clearedAuthorized by: Screening service
- 2:06 PMSep 10, 2026Transfer submittedRecorded by: Payment tool
- 2:06 PMSep 10, 2026Post-release review queuedTriggered by: Workflow rule
Continue the follow-up
without another chat.
A background agent continues the review using the same context, permissions, and policies - so nothing is lost and the right people stay in control.
Post-release review
Event triggeredA background agent is continuing the review using the same context and controls.
- Review release decision
- Check submission status
- Record next action
Starts automatically after transfer submission.
06Connected systems and procedures
Keep your systems
part of the decision.
Connect the tools that provide case information and perform permitted actions. Bring your screening logic into the workflow and control selected tool results before they reach the model.
- Connected information and actionsBank-operations tools, case details, payment actions
- Your screening logicRelease and submission checks from your screening service
- Controlled tool resultsSelected responses can be transformed or masked before the model receives them
Zograph agent
- Gather context
- Prepare work
- Route for approval
- Wait for system clearance
Action ready
A prepared next step for your team to review, approve, and take.
Connected information and actions
Bring together the systems that hold case information and perform permitted actions, such as core banking, payments, and customer data.
Your screening logic
Apply your screening and compliance rules in the workflow, including release and submission checks from your screening service.
Controlled tool results
Choose which tool responses are shared, and transform or mask sensitive details before they reach the model.
Available records and actions depend on the integrations and permissions you configure.
07Get started
Start with one finance
workflow.
Bring a process that crosses records, teams, or approval boundaries. We’ll explore what an agent should investigate, what it should prepare, and which decisions remain with your people and systems.
Clearer finance operations.
Better control.

