The shift to agentic finance

The next shift

The work can start before the question

A CFO opens the monthly review and finds an unexpected increase in contractor costs. The next hour goes into locating the entity, checking the accounts, and asking whether the change will continue. The question was straightforward. Preparing a useful answer took the work.

Now imagine that investigation arriving with the review: the movement, the records behind it, the assumptions still to confirm, and a proposed next step. This is the promise of agentic finance. AI begins to take on defined pieces of financial work, with triggers, context, and boundaries set by the people responsible for the outcome.

In our discussion of the Hybrid CFO in action, we explored how financial intelligence supports better decisions. Agentic finance takes that conversation further: what work can a system initiate, what evidence must it produce, and when should a human take over?

From assistance to execution

Three changes behind agentic finance

The first change is the trigger. A conversational copilot typically waits for someone to ask. An agent can begin a defined task when new data arrives, a period closes, or a variance crosses a threshold. Someone still defines what deserves attention and how often the underlying data is refreshed.

The second is the unit of work. Generating a paragraph about an expense is one task. Investigating its movement, checking the comparison, preparing a forecast adjustment, and routing it for review is a workflow. Each step needs access to the right information and a clear limit on what the system may change.

The third is specialization. FP&A needs planning assumptions and variance logic. Treasury needs payment timing and liquidity context. Tax, audit, and controllership require their own rules and evidence. A shared language interface can connect these disciplines, but each task still needs the knowledge and controls of its domain.

A broader operating model

Agents are moving into financial workflows

Technology providers are developing agents to analyze performance, maintain planning models, and support decisions across finance. The ambition extends into record to report, source to pay, quote to cash, and treasury: the processes that connect transactions, purchasing, customer revenue, and liquidity to the company’s financial picture.

A useful starting point is a bounded task inside one of those processes. An agent might prepare an explanation of a material variance or flag a collection delay for review. Completing an entire financial cycle requires many more dependencies, permissions, and handoffs. The scope of the actual workflow matters more than the agent label.

The financial foundation

An agent needs to understand the company

A contractor expense can sit under different account names in two subsidiaries. One entity may report in dollars and another in pounds. A budget may use a different departmental structure from the ledger. Before an agent can explain a variance, it needs a valid comparison.

That means knowing which entities, periods, account mappings, currencies, and budget version the analysis covers. It also means recognizing what the data cannot establish. A ledger entry can show that an expense was recorded. Confirming whether the underlying work is temporary may require a contract or a conversation with its owner.

The financial structure of the business is part of the reasoning. Without it, a polished explanation can compare unlike numbers or treat an accounting timing difference as a change in operating performance.

From signal to decision

What a useful investigation should contain

Consider a company reviewing contractor costs after a period closes. A useful agent workflow would carry the investigation far enough for the CFO to examine the evidence and decide what happens next.

The value is the shorter path to a decision the CFO can defend. The calculation is visible, the evidence is available, and an assumption about future spending remains clearly marked as an assumption.

The CashHero approach

Start with intelligence grounded in the ledger

CashHero connects accounting systems, ERPs, and spreadsheets, processes sources daily, and maps entities to a shared chart of accounts. That foundation supports consolidated, multi-currency reporting and a path from the group view to individual transactions.

CashHero Insight runs on every closed period, helping explain changes with the accounts, vendors, and transactions behind them. Ask Cash, currently in early access, lets users ask questions against the ledger, balances, and budget, with the queries shown. These capabilities give the CFO evidence to inspect and a consistent basis for follow-up.

This is the foundation CashHero brings to the agentic finance conversation. The meaningful questions are concrete: what does the agent know about this company, which data supports its conclusion, how can the CFO check the work, and what decision does it help them make?

Human accountability

Give each workflow a clear boundary

Preparing an explanation, proposing a model change, and releasing a payment carry different responsibilities. A finance team should be able to see where the agent stops, who reviews its work, and who authorizes the next action. Exceptions need an owner, and approved changes need a record that can be revisited.

Begin with a recurring question whose inputs and outputs can be checked. Judge the result by the quality of the investigation, the review effort it saves, and the decision it supports. Expand the scope as the team establishes confidence in the work.