Finance and procurement

Invoice exception resolution

Reconcile records, apply policy, update financial systems, and escalate exceptions that need judgment.

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The operating challenge

An invoice mismatch can depend on purchase orders, receipts, contract terms, approval history, vendor correspondence, materiality thresholds, and separation-of-duties rules.

Coryntas treats the workflow as a production system: context, decisions, tools, policy, approvals, errors, evidence, and the final outcome are designed together.

Understand, decide, execute, and governThreshold-based approval and separation of dutiesFinancial Services · Banking · Insurance · Healthcare · Manufacturing · Retail

Workflow path

From valid trigger to accepted outcome.

  1. Classify the exception

    Identify the mismatch type, materiality, owner, due date, and permitted resolution path.

  2. Reconcile source records

    Compare invoice, order, receipt, contract, approval, vendor, and payment state.

  3. Apply operating policy

    Determine whether the case matches a routine path or requires additional authority.

  4. Complete permitted actions

    Update approved fields, request missing information, or route the case to the accountable owner.

  5. Return evidence

    Record the source facts, rule applied, action, approval, and final system state.

Required context

The agent needs more than a prompt.

Context is matched to the task and decision, with source authority, recency, identity, and workflow purpose visible.

  • Invoice, purchase order, receipt, and payment records
  • Contract terms and vendor master data
  • Approval history and materiality policy
  • Exception ownership and service-level rules
  • Separation-of-duties constraints

Control points

Autonomy expands only inside proven boundaries.

Materiality determines authority

Resolution paths and approval requirements change with amount, exception type, and policy.

No silent record conflict

Contradictory source systems pause the workflow with both records visible.

Duties remain separated

The workflow cannot combine actions that policy assigns to independent roles.

Outcome measurement

Measure whether the work was accepted.

Targets are established against the customer's baseline. These are measurement categories, not performance claims.

Eligible exception auto-resolution rate

Time from detection to accepted resolution

Human review rate by exception type

Reopened or reversed resolutions

Industry application

The workflow changes with the operating environment.

Financial and regulated

Financial Services

Build a reusable agent portfolio across client service, operations, risk, compliance, and finance without turning every workflow into a separate AI project.

Explore industry Financial and regulated

Banking

Give banking teams a shared agent foundation while preserving the distinct authority boundaries behind onboarding, servicing, credit, risk, finance, and operations.

Explore industry Financial and regulated

Insurance

Create a common governed agent foundation for the insurance lifecycle while keeping underwriting, claims, and other accountable decisions with the right professionals.

Explore industry Financial and regulated

Healthcare

Use managed agents to prepare and move administrative work across systems while keeping clinical decisions and other reserved judgments with authorized people.

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This is one example of the work Coryntas agents can manage—not a limit on what the platform can support.

Evaluate this workflow in your operating environment.

Coryntas will map the outcome, required context, systems, authority, exceptions, and production measures with you.

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