


Dynamic modeling allows you to plan at the right level of granularity, adjust plans quickly and understand the impact of every decision, so you can move fast to mitigate cost and protect margins.


Connect all your data from across the business together, helping you gain a deeper visibility into COGS, gross margin, product revenue and more.
Scenario modeling helps balance supply against constraints, while AI assistants help you plan faster, uncover insights and operate with confidence.

Product profitability analysis measures how much profit each product, product line or customer segment generates once all its costs are allocated. It shows which products deserve investment, which need repricing, and which destroy margin. Pigment connects sales, cost and margin data in one model, so finance, supply chain and sales teams see the same picture.
Start with product revenue, subtract COGS to get gross margin, then allocate logistics, marketing and other costs to the product, for example with cost allocation rules. Contribution margin isolates the effect of variable costs. Pigment lets you plan at the right level of granularity and see how every decision changes the result.
Pigment gives you a complete view of product-level profitability by combining real-time data across sales, costs, and margins. This enables you to identify underperforming products, optimize pricing, and restructure unprofitable activities to protect and grow your margins.
Pigment combines real-time, multi-dimensional analysis with scenario modeling, machine learning forecasts and AI agents on one governed platform. The Analyst Agent explains margin movements, and the Modeler Agent extends the model with new cost logic. Finance, supply chain and commercial teams work from a single source of truth instead of separate spreadsheets.
Yes. Pigment provides visibility into cost drivers at a granular level, so you can analyze COGS, logistics costs and cost-to-serve across products or customer segments, using cost allocation rules or activity-based costing. This helps teams uncover hidden costs and take action to eliminate waste and optimize operations.
The Analyst Agent runs variance and trend analysis on your profitability data and explains what drives margin changes. The Modeler Agent extends the model, for example with new cost allocation logic, with a plan you approve before it applies any change. Agents work within your access rights and leave a traceable record.
Yes. Scenario modeling lets you test cost, pricing and demand changes, such as new tariffs, and see the effect on margin and the P&L before you act. Evenflo's FP&A team describes constantly modeling scenarios to decide how much cost it can absorb. Results depend on your data and model. Read more about scenario planning.
Yes. In the Pigment free trial you can upload your own data, or use a dataset matched to your industry, and describe the profitability analysis you want to run. The AI agent builds a model and board you can refine and share. Usage limits apply to data storage, calculation capacity and AI credits during the 14 days.