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Use Case

Agentic Finance

Finance teams don’t fail because they lack intelligence. They struggle because too much work depends on manual investigation, follow-ups, and coordination across systems. Agentic Finance changes how finance operates — not by replacing judgment, but by delegating execution to governed agents that work continuously

Within defined policies and controls

Continuous finance — without losing control

Challenges

The Pain — Before Links

Even with modern tools, most finance organizations still operate reactively.

Before: Finance by Exception and Escalation

  • Manual monitoring — teams constantly check for mismatches, delays, and anomalies
  • Late discovery — issues surface days or weeks after the underlying events
  • Human bottlenecks — reconciliation, follow-ups, and explanations depend on availability
  • Spreadsheet-driven investigation — context is scattered across systems
  • Fire drills before close — problems pile up instead of being resolved incrementally
Finance teams spend their time finding problems, not preventing them.

Solution

How Links Solves These Pains

Links introduces agentic execution into finance and reconciliation workflows — purpose-built for accounting and control.

Instead of waiting for humans to initiate every task, agents operate continuously as operational data flows into Links.

After: Finance That Operates ContinuouslyWith Links:

  • Operational events are reconciled as they occur, not weeks later
  • Agents monitor incoming operational events as they arrive
  • Reconciliation runs on latest data
  • Exceptions are identified immediately, with context attached
  • Follow-up actions are triggered based on defined rules
  • Finance teams review outcomes — not raw data
Work shifts upstream, long before close.

Why

Why This Matters to Finance

For CFOs and Controllers, Agentic Finance is not about automation for its own sake — it’s about control at scale.

Links enables

  • Earlier visibility into issues and trends
  • Fewer last-minute escalations
  • More predictable close cycles
  • Reduced dependency on heroics and overtime

For Finance teams

  • Less manual reconciliation and investigation
  • Clear, explainable outcomes from agent activity
  • Confidence that nothing operates outside policy
Agentic execution frees Finance to focus on judgment, oversight, and strategy.

Architecture

How Links Enables Agentic Finance

Links is designed so agents are governed participants, not independent actors.

Agents Operate on Unified Financial Truth

Agents work on:

  • Ingested operational data
  • Generated accounting journals
  • Reconciliation results

All within the same ledger-backed foundation that feeds the GL.

Policy-Defined Execution

Agents act only within:

  • Accounting rules
  • Approval thresholds
  • Permission boundaries

Agents can:

  • Analyze
  • Reconcile
  • Flag
  • Propose actions

Agents do not post unapproved journals or override controls.

Continuous, Event-Driven Operation

As operational events are ingested:

  • Agents evaluate them immediately
  • Reconciliation and checks run continuously
  • Exceptions are surfaced while context still exists

No waiting for batch jobs or month-end processes.

Full Transparency and Auditability

Every agent action is:

  • Logged
  • Traceable
  • Reviewable
  • Replayable

From agent output → journal → operational event.

There are no black boxes.

Bring Your Own AI (Optional)

Links supports Bring Your Own AI through governed interfaces.

  • Use Links’ built-in agents
  • Or connect ChatGPT, Claude, or enterprise models
  • All access is mediated by Links’ controls and permissions

AI models can ask questions and analyze data — Links decides what they can see and do.

Impact

Outcome Metrics Finance Teams Care About

Organizations adopting Agentic Finance with Links consistently see:

Automation-driven reconciliation

Significant reduction in manual reconciliation effort

Proactive issue detection

Earlier issue detection, days or weeks before close

Predictable close cycles

Faster, more predictable close cycles

Fewer close adjustments

Fewer post-close adjustments

Lower operational risk

Lower operational risk as scale increases

Summary

From Reactive Finance to Continuous Control

Before Links, finance teams reacted to issues after the fact.

With Links, agents work continuously — identifying, reconciling, and surfacing issues as the business operates.

Agentic Finance doesn’t remove control. It operationalizes it.

See how Agentic Finance works in practice — with full control and auditability.

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