Explainable AI Forecasting

Forecasts You Can Trust and Explain

Defend your forecast with confidence. Amolino uses AI totracks hundreds of pipeline signals to predict revenue with 95% accuracy—showing the engagement patterns, stakeholder signals, and timeline shifts behind every prediction.

Understand, explain, and defend
Get accurate quarterly revenue forecasts that actually make sense. Every prediction is backed by clear explanations of the signals that drive it. No black boxes.
Deal-level predictions
Amolino provides a quarterly forecast and breaks it down by individual deals—so you can see exactly which deals are likely to close and which are at risk.
Scenario Planning
View best-case, worst-case, and most-likely revenue scenarios, to plan with confidence and set realistic expectations.
Real-time updates
Forecasts update automatically as deals progress. They always include the latest signals and insights without you having to run reports in SalesForce or HubSpot or munge spreadsheets.
Forecast Confidently

Forecast with Transparency, Not Hope

Transform unreliable forecasts into defendable predictions with explainable AI

AI-Powered Precision

Get quarterly forecasts that show exactly why each deal is likely to close—or slip. Every prediction comes with the signals that drive it. Predictions you can trust and explain.

Signal-Based Intelligence

Track engagement drops, timeline shifts, and stakeholder changes that impact your forecast—before they surprise you in the QBR. Real-time visibility into what's changing.

Scenario Planning

See your ceiling, floor, and most probable revenue scenarios so you can make informed decisions and set realistic expectations. Plan for best, worst, and likely outcomes.

The Outcome

Forecasts Sales Leaders Can Actually Defend

Real results from explainable forecasting

Forecast Accuracy
95%
Earlier Warning
4 Weeks
Less Forecast Prep
80%
Forecast Transparency
100%

How It Works

How Explainable AI Forecasting Works

From black-box predictions to transparent, defendable forecasts

This product has been really useful in giving sales teams clarity on their pipeline and how they're going to hit their numbers.

Brian Sathianathan
Brian Sathianathan
COO at Iterate.ai
  • AI Analyzes Every Signal AmolinoAI continuously monitors engagement patterns, timeline changes, stakeholder activity, and competitive signals across your entire pipeline. It identifies which deals are tracking to close and which show warning signs—giving you real-time visibility into forecast health.
  • Generate Transparent Predictions Get quarterly revenue forecasts with 95%+ accuracy, backed by clear explanations. Every prediction shows the specific signals that drive it—engagement trends, stakeholder coverage, timeline momentum, and risk factors. No black box. Just data you can defend.
  • Defend with Confidence Walk into QBRs with forecasts you can actually explain. See best-case, likely, and worst-case scenarios. Identify at-risk deals weeks before they slip. Make data-driven decisions backed by the insights that matter.

Traditional Forecasting vs. Explainable AI

Forecast accuracy

Traditional Forecasting:60-70% accurate
Explainable AI:95%+ accurate

Explanation of predictions

Traditional Forecasting:✗ Black box
Explainable AI:✓ Fully transparent

Early warning of risks

Traditional Forecasting:✗ Reactive
Explainable AI:✓ 4 weeks advance notice

Scenario planning

Traditional Forecasting:Manual analysis
Explainable AI:✓ Automatic best/worst/likely

Signal-based insights

Traditional Forecasting:Limited visibility
Explainable AI:✓ Every signal tracked

Forecast prep time

Traditional Forecasting:Days of work
Explainable AI:Minutes with AI

Built For Sales Leaders Who Need Forecast Certainty

This isn't for everyone. It's for leaders who:

Need to Defend Their Forecasts

You're tired of walking into QBRs with gut-feel predictions. You want forecasts backed by clear, explainable data you can defend with confidence.

Want to Hit Their Number Consistently

You know accurate forecasting is the foundation of predictable revenue. You need precision, not guesswork.

Value Transparency Over Mystery

You don't trust black-box predictions. You want to see exactly what signals drive your forecast and why deals are likely to close—or slip.

Need Early Warning of Risks

You're done being surprised by deals that slip. You want to spot forecast risks weeks before they impact your quarter.