PLANNER

AI that builds the forecast and catches what breaks it

Q: How does AI in financial planning improve forecast accuracy?

AI in financial planning improves accuracy by analyzing large volumes of historical and real-time data, identifying patterns such as seasonality and anomalies, and automatically adjusting projections. This reduces reliance on static spreadsheets and helps finance teams produce more reliable, data-driven forecasts. When actuals come in different than expected, Planner flags the gap and names the driver, so the next projection picks up the correction.

Q: Can I trust AI-generated financial plans?

AI-generated financial plans can be trusted when they are built on your data and provide full transparency into how results are produced. Planful AI Planner includes the drivers, trends, and logic behind each projection, giving teams clear visibility into how numbers are calculated and confidence in using them for decision-making.

Q: How does Planful AI generate forecasts and detect changes?

Planner combines Projections and Signals. Projections generate forward-looking numbers at the account level from your historical data in Planful. Signals monitors P&L and GL activity continuously and flags accounts moving outside expected ranges, with the drivers behind the move. Both run against the same governed financial model, so the forecast and the alert agree with each other.

Q: How is Planful AI different from general AI tools?

A general AI tool starts cold. You paste in numbers, it gives you a reasonable summary, and nothing carries to next quarter. Planner reads from a financial model that already understands your chart of accounts, roll-ups, entity structure, and consolidation logic. It combines forecasting, anomaly detection, and explainable insights in one workflow, helping finance teams plan, analyze, and act without switching between systems. Every close updates the foundation, and the projections get sharper each cycle.

Forecasts go stale the week after you finish them. Planner brings AI financial planning to the accounts you already track, projecting each one forward from your actuals and flagging the ones drifting off plan while there’s still time to respond.

AI financial planning, account by account

A projection for every account, built from your closed actuals, with the drivers behind each number and the accounts drifting off plan already flagged.

The forecast, already built

Planner projects every account forward using that account's own trend, seasonality, and step changes, then updates as each period closes. Change an assumption in plain language and it reruns.

Catch the drift before it's a variance

Planner monitors P&L and GL activity between cycles and flags accounts moving away from plan, with the driver behind the move. You hear it from Planful before you hear it from a business partner.

See how every number is built

Every projection shows the trend, seasonality, and step change behind it. Your team can explain the forecast in the review.

Your data stays yours

Planner inherits Planful’s security and governance controls. User permissions are respected, and your data is never used to train external models.

“Our leadership team is aligned around leaning into AI, and tools like Planful’s Planner Assistant make that more practical for finance instead of theoretical.”

Avra Mouzakis,Associate Director, Enterprise Financial Performance Management, TerSera Therapeutics

Decisions across your entire planning cycle

Building the forecast, testing it against a what-if, catching what moves it, and explaining it to leadership. Planner works at each point.

Start the cycle with the forecast already built

Reforecast kickoff usually means copying last quarter’s model, pasting in actuals, chasing owners for updated assumptions, and 2 weeks later having a starting point. Planner reads your closed actuals and generates a projection for every account, using that account’s own trend and seasonality. Your team opens the cycle with the numbers ready to review.

Model scenarios while leadership is in the room

Ask Planner what happens if hiring slips a quarter. It reruns the projection, shows the impact by account and period, and explains what moved. The answer used to be “let me build that and get back to you.” Compare options side by side and leave the meeting with a direction. That means less time building models manually and more time stress-testing the assumptions that actually matter.

Catch the variance while the quarter is still open

A renewal above budget, headcount hired ahead of plan, revenue landing in a different period than modeled. Caught at quarter close, each one is a number you live with for the rest of the year. Planner reviews P&L and GL activity as each period loads and flags the accounts behaving differently than the plan expects, with the driver behind each one. Your team sees it with two quarters of runway left to reallocate, delay, or reforecast. The variance that reaches leadership is one finance already handled.

Have the answer before the CFO asks

Planner writes out the reasoning behind every projection and signal: the historical periods it read, the seasonal pattern it applied, and the accounts contributing most to the move. The reasoning is written when the projection runs and stays attached to the number. When your CFO asks “Why this number?”, anyone on the team can open the projection and answer, including next cycle when the number moves again.

What’s coming next?

The forecast your team generates in conversation should be the forecast in the plan. Here’s what closes that gap.

Scenario write-backcoming soon

Planner will write projections and scenario outputs directly back into your Planful planning structure, so there's one version and no manual re-keying.

Deeper driver insight and recommended actionscoming soon

Planner will go past naming the driver to quantifying it: which account to adjust and what that change does to the full-year number. The forecast issue gets resolved in the same session it surfaced.

Secure by DesignPlanner combines OpenAI’s foundation with Planful’s patented calculation engine, so every output stays governed, explainable, and contained within your environment. Your data is never used to train external models. End-to-end encryption, dimension-level access controls, and global certifications, including the EU AI Act, ensure your team can deploy AI with confidence.

Frequently asked questions

AI financial planning uses your closed actuals to generate forward projections and explain the drivers behind them. Instead of manually building models, teams can use Planful AI Planner, which reads from your existing chart of accounts, entity structure, and planning assumptions, so a projection starts from what the business has already done.

How does AI in financial planning improve forecast accuracy?

Can I trust AI-generated financial plans?

How does Planful AI generate forecasts and detect changes?

How is Planful AI different from general AI tools?

A forecast that keeps up with the business

See how Planner builds the forecast your team has to defend.

Decisions across your entire planning cycle

Building the forecast, testing it against a what-if, catching what moves it, and explaining it to leadership. Planner works at each point.

AI that builds the forecast and catches what breaks it

AI financial planning, account by account

The forecast, already built

Catch the drift before it's a variance

See how every number is built

Your data stays yours

Decisions across your entire planning cycle

Start the cycle with the forecast already built

Model scenarios while leadership is in the room

Catch the variance while the quarter is still open

Have the answer before the CFO asks

What’s coming next?

Scenario write-backcoming soon

Deeper driver insight and recommended actionscoming soon

Frequently asked questions

What is AI financial planning, and how does it work?

How does AI in financial planning improve forecast accuracy?

Can I trust AI-generated financial plans?

How does Planful AI generate forecasts and detect changes?

How is Planful AI different from general AI tools?

A forecast that keeps up with the business

Decisions across your entire planning cycle

Start the cycle with the forecast already built

Model scenarios while leadership is in the room

Catch the variance while the quarter is still open

Have the answer before the CFO asks