# ModaML

> Predictions for customer success and revenue operations at software companies. Turn account usage and CRM history into renewal and sales signals without writing code.

ModaML focuses on customer success and revenue operations at software companies. Use historical outcomes to see which accounts may need attention and which leads to follow up with first. Your team reviews the evidence and chooses the action.

For software teams: use past account usage and renewals to identify accounts needing a check-in, or past trial and sales outcomes to prioritize follow-up. For logistics teams: estimate which supplier orders may arrive late, then review supplier choice, order volumes and delivery plans with your procurement team.

Go from a business question to a model that predicts outcomes or estimates values. Guided setup, an editable visual pipeline and model evaluation help you understand and adjust how predictions are built.

Save your work as a reusable prediction Service. Apply the same workflow to new data, review predictions and keep a history of runs. Build a repeatable way to decide where your team should focus next.

Our vision is to make predictive modeling an everyday tool for business teams, with the people closest to each decision in control of how it is used.

## Product

- [Product overview in Markdown](https://modaml.com/product.md): How ModaML works, use cases, current capabilities and setup guidance.
- [ModaML website](https://modaml.com/): Explore the product and its interactive examples.

## Explore ModaML

- [Interactive product playground](https://modaml.com/overview#product-lab): Explore an illustrative prediction workflow.
- [Request early access](https://modaml.com/waitlist): Join the ModaML early-access waitlist.
- [Sign in to your workspace](https://modaml.com/login): Return to your ModaML workspace.