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Forecasting

Replace spreadsheet guesswork with AI-powered forecasts

AI models trained on market signals, prescribing trends, and historical data deliver rolling forecasts that update automatically — with 94% average accuracy.

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Response Curves — Diminishing Returns by Channel
FORECAST BY PRODUCT LINE
Product A
$18M
Product B
$12M
Product C
$9M
Bull: $58.4M
Base: $52.1M
Bear: $46.8M
The Challenge

Forecasting in MedTech is broken

Spreadsheet-based forecasts are slow to build, quick to go stale, and consistently miss the mark — eroding trust between finance, commercial, and leadership.

Spreadsheet-based processes
Manually maintained Excel models are brittle, error-prone, and take weeks to update each planning cycle.
No scenario visibility
Leadership can't see bull/bear/base case scenarios or understand the range of outcomes they're planning against.
Late variance detection
Variances from plan are discovered at month-end reviews — too late to take corrective action within the quarter.
Features

AI forecasting built for commercial MedTech

Rolling AI Forecast Models
Models retrain continuously on new prescribing data, claims, and market signals — no manual refresh needed.
Scenario Modeling
Bull, base, and bear case scenarios with confidence intervals for leadership planning and board reporting.
Forecast vs. Actual Tracking
Real-time variance monitoring with alerts when actuals deviate from plan beyond configured thresholds.
Territory-Level Forecasts
Cascade national forecasts to region, district, and individual territory — with rep-level accountability.
CRM & ERP Integration
Pull actuals automatically from Salesforce, SAP, and other systems — no manual data entry or reconciliation.
AI Forecast Analyst Agent
Runs rolling updates, detects early variance signals, and suggests corrective actions before quarter-end.
Results

Forecasting that teams can trust

94%
Average forecast accuracy across Trapezoid customers — up from a typical 70–75% baseline
80%
Reduction in time spent on forecast preparation each planning cycle
Daily
AI Agent refreshes forecast models automatically — not just at planning cycle milestones
AI Forecast Analyst Agent
Product Views

See it in action

Pipeline Details — deal stage funnel and opportunity table
Pipeline Details
Budget Reallocation — current vs optimized with ROI lift
Budget Reallocation

Build forecasts your leadership can rely on

See how AI-powered forecasting can replace your spreadsheet process and deliver 94% accuracy for your commercial team.

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