USE CASE

AI-driven Revenue Planning

Deliver robust revenue plans with a single source of truth for Finance and Revenue teams to maximize growth opportunities in the face of volatility and change.

Trusted by

Case study

“We need to do forecasts ten times a year and we weren’t really able to do that to the level of detail we wanted before. Now we can include all the information and still deliver a forecast on time.”

Marvin Persing

FP&A Team Lead

Case study

"The Modeler Agent is my thinking partner and my learning partner. I implemented a version dimension plan within an hour; a task that would have normally taken me one to two days of focused effort. It turned what used to be a 'whole project' into a quick update."

Pooja Agrawal

Sr. Finance Manager, Strategic FP&A

Testimonial

"What I see with Pigment is that the flexibility really allows you to model whatever you need to serve you best."

Adeeb Ali

Head of Finance, US & Global eCommerce

Case study

"You need a tool that is very flexible and easy to adapt and react to unforeseen circumstances, and for us now it’s very easy to open Pigment and build different scenarios."

Lauri Sulonen

FP&A Operations Lead

Case study

"Pigment's agentic AI capabilities make us feel like 'mini CFOs' within our departments. It’s a game-changer for how we collaborate, analyze, and make decisions."

Montaek Kohli

Strategic Finance Manager

Case study

"I used to block two weeks every summer just to build the strategic plan. Now, if everyone sends their inputs on time, I can do it in a day."

Sophie Hun

Integrated Business Planning Director

Testimonial

"Pigment is showing what's possible when AI becomes a partner in strategic planning. As both a technology partner and a Pigment customer, we're seeing firsthand how their approach of connecting planning data directly to Claude through their MCP Server lets teams focus on strategic decisions rather than data wrangling."

Guillaume Princen

Head of EMEA, Startups, Digital Natives, and Mid Market

Why choose Pigment for
revenue planning

Live, connected revenue models

Ingest actuals from your CRM, ERP, and data warehouse automatically. Your revenue plan updates as bookings, pipeline, and ARR change, no manual exports, no stale spreadsheets.

AI-driven revenue insights

Pigment's AI agents surface forecast risks, flag variance between pipeline and financial targets, and help Finance understand drivers before the quarter closes.

One number the whole business trusts

Finance sets the revenue plan. Sales see how their pipeline feeds it. Leadership plans against it. Everyone works from the same model, so there's no version of the truth to argue about.

How it works

Revenue planning in Pigment, in a nutshell

01

Connect

Ingest actuals, pipeline, and bookings from your CRM, ERP, and data warehouse, so Finance always starts from live numbers.

02

Model

Build driver-based revenue forecasts with ARR, MRR, win rate, and retention assumptions your business logic defines, not locked in a spreadsheet.

03

Scenario plan

Run upside, base, and downside scenarios instantly. See how changes to growth assumptions, deal mix, or churn flow through to your P&L and financial targets.

04

Report

Deliver audit-ready revenue forecasts and variance analysis to leadership automatically, on cadence, with narratives grounded in your live model.

"Pigment has been able to let us up level our game, bring a lot of stability to the data, a single source of truth… and really bring together teams across the people team as well as the sales operations team."

Kathy Young

VP Strategic Finance

A revenue forecast Finance can own

Forecasts built on live revenue data

Finance teams shouldn't be dependent on a spreadsheet export from Sales to build their revenue forecast. Pigment connects directly to your pipeline and bookings data, so your model always reflects current reality, not last week's snapshot.

Live pipeline coverage and bookings data, ingested automatically
Driver-based revenue models built on ARR, MRR, win rate, and CAC assumptions
Rolling forecasts that update as actuals flow in
Variance analysis against budget and prior periods, on demand

Test every assumption before you commit

What happens to your revenue forecast if win rates drop 5%? If a key segment comes in 20% below plan? Pigment lets Finance model any scenario instantly and see the P&L impact before it becomes a surprise for the board.

Native scenario modeling across upside, base, and conservative cases
What-if analysis on growth rates, deal mix, churn, and pricing
Instant P&L and margin impact of every revenue assumption change
Revenue risk management alerts when actuals diverge from plan

Connect revenue to your financial model

Revenue doesn't live in a silo. Pigment links your revenue plan directly to your P&L, headcount model, and cash flow. So Finance can see how revenue assumptions flow through to profitability and margin, in real time.

Revenue plan linked directly to P&L, margin, and cash flow
Profitability planning and margin modelling against revenue targets
Financial targets that update as revenue actuals come in
Auditability and governance for board-ready revenue reporting

Native AI agents for business planning

AI agents that accelerate revenue planning

Pigment AI agents operate directly inside your planning environment, using governed data, live models, and business logic to help Finance move faster from plan to insight.

Agents

Modeler Agent

Build complex revenue models faster

Describe the revenue logic you need, ARR growth drivers, churn assumptions, upsell paths, segment splits. The Modeler Agent translates it into a structured Pigment model, with proposed changes surfaced for review before going live.

Explain and document your revenue logic

Ask the Modeler Agent to trace formula dependencies, surface plan assumptions, and document recent changes, making your revenue model auditable and explainable to leadership and auditors alike.

Adapt quickly as the business changes

When the go-to-market motion or segment structure changes, update your revenue model without starting from scratch. Keep Finance's plan aligned to the business while spending less time on model maintenance.

Agents

Analyst Agent

Spot revenue risks before they become surprises

Continuously monitor variance between your revenue forecast and incoming actuals. Flag anomalies in pipeline coverage or bookings so Finance can act before gaps widen.

Automate your revenue reporting cadence

Turn any analysis into a recurring mission automatically generate revenue forecast summaries, budget vs. actuals, and ARR breakdowns on schedule, sent to the right stakeholders with narratives grounded in your live model.

Answer revenue questions at speed

Ask the Analyst Agent to break down revenue by segment, geography, or product, run a variance analysis, or explain a forecast movement in natural language, from your live Pigment data.

BUILT FOR EVERY STAKEHOLDER

Align every team behind the revenue plan

Finance owns the revenue plan. Pigment gives every team the visibility they need to work from it so there's no version of the truth to argue about come quarter end.

For Finance & FP&A

  • Own the revenue forecast end to end

    Build a driver-based revenue model Finance controls with live connections to pipeline, bookings, and actuals that update automatically, not on request.

  • Connect revenue to your financial model

    See how revenue assumptions flow through to gross margin, EBITDA, and cash flow in real time. No more rebuilding the P&L every time the sales forecast shifts.

  • Deliver board-ready revenue reporting

    Generate audit-ready revenue variance analysis and forecast commentary automatically on cadence, with narratives grounded in your live model.

For the CFO

  • A revenue forecast you can defend

    Pigment gives the CFO a single revenue number, grounded in live pipeline data, modelled by Finance, and visible to the whole business. No more competing spreadsheets before the board meeting.

  • Understand revenue risk before it materialises

    See where the revenue plan is at risk, which assumptions are most sensitive, and what the P&L looks like in a downside case, before you're explaining a miss.

  • Align the business around one plan

    When Finance sets the revenue target in Pigment, Sales, RevOps, and leadership all work from the same number. Fewer surprises, faster decisions, stronger governance.

For Sales & Revenue Operations

  • See how pipeline feeds the financial plan

    Sales and RevOps get visibility into how their pipeline coverage and bookings feed Finance's revenue forecast, so everyone understands what it takes to hit the number.

  • Fewer requests from Finance

    When Finance has a live connection to CRM and pipeline data, Sales spends less time pulling reports and answering forecast questions mid-quarter.

  • One set of revenue assumptions

    No more reconciling Sales' forecast with Finance's model. Pigment keeps both teams working from the same driver-based plan, with shared visibility into performance against target.

For Sales Leaders

  • Understand how attainment maps to the financial plan

    Sales leaders can see how their team's performance, win rates, pipeline coverage, bookings - maps to Finance's revenue targets, without needing to ask FP&A.

  • Respond quickly when priorities shift

    When territory or segment performance diverges from plan, Sales leaders can model the impact on the revenue forecast alongside Finance, in the same environment.

  • Shared accountability for revenue performance

    With a single connected revenue plan, Sales and Finance stop arguing about whose number is right and start working together on how to hit it.

“Our finance team wears many hats - we’re responsible for circulating business information, quickly diagnosing issues, and presenting leadership with solutions. Pigment allows us to understand our levers and make timely decisions for the business while remaining lean.”

Praveer Melwani

CFO

Read case study
Figma

Frequently Asked Questions

What is revenue planning?

Revenue planning is the process of forecasting future revenue based on business drivers such as pipeline, bookings, ARR, MRR, win rates, retention, churn, and pricing. It helps Finance, Sales, and Revenue teams align around revenue targets, understand the assumptions behind them, and adjust plans as business conditions change.

How does Pigment support revenue planning?

Pigment connects actuals, pipeline, bookings, and financial data from systems such as your CRM, ERP, and data warehouse in one planning environment. Finance can build driver-based revenue models, run scenarios, monitor performance against targets, and understand how changes in revenue assumptions affect the P&L, margins, and cash flow.

How does Pigment connect Sales and Finance revenue forecasts?

Pigment gives Finance, Sales, and Revenue Operations a shared, connected revenue model. Pipeline and bookings data feed directly into Finance’s revenue plan, giving teams visibility into how sales performance contributes to financial targets and reducing the need to reconcile separate spreadsheets and forecasts.

Can Pigment be used for revenue scenario planning?

Yes. Pigment allows teams to create and compare upside, base, and downside scenarios and run what-if analyses on assumptions such as growth rates, win rates, deal mix, churn, and pricing. Teams can immediately see how these changes affect revenue forecasts, margins, the P&L, and financial targets.

How do Pigment’s AI agents support revenue planning?

Pigment’s Modeler Agent helps teams build, explain, document, and adapt revenue models using natural language. The Analyst Agent can monitor forecast variance, identify anomalies in pipeline or bookings, analyze revenue performance, and automate recurring revenue reporting based on live Pigment data.

See Pigment in action

The fastest way to understand Pigment is to see it in action. Sign up today and explore how agentic AI can transform the way you plan.

Three colleagues focused on an iMac screen in a bright office with plants and modern artwork.

From 8 days to 4 min

Update P&L actuals & financial forecasting

80%

Time cut on data aggregation

12 hours

Saved per month on executive reporting

6 days faster

For scenarios creation and analysis