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pharmacast-ai

Build source-traceable pharma forecasts faster

PharmaCast-AI: Faster, transparent, data-driven pharma forecasting.

Built for teams that need faster forecasts, defensible assumptions, transparent model logic, and decision-ready materials without replacing existing Excel, PowerPoint, or valuation workflows.

Patent pending

Go from inputs to live model in half the time.

25+ years of experience

Every assumption is source-cited and auditable.

Human-in-the-loop AI

Generate base, upside, and downside cases in one click.

Excel/PPT export ready

Export clean CSV, PDF, and PPT into existing workflows.

The Problem

Stop fighting your spreadsheets.

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Evidence is fragmented

Clinical data, epidemiology, pricing, access, analogs, and market assumptions are scattered across reports, spreadsheets, PDFs, and internal documents.

2
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Assumptions are hard to defend

Teams often struggle to see where an assumption came from, when it changed, who approved it, and why it matters to the forecast.

3
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Models depend on power users

Forecast logic is trapped in complex Excel workbooks maintained by one or two people, creating key-person risk and limited scalability.

4
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Scenarios move too slowly

Leadership asks urgent "what-if" questions around launch timing, price, access, competition, and uptake—but manual model updates can take days.

the solution

A complete ecosystem.

Institutional-grade forecasting—without building a large analytics function.

PharmaCast-AI transforms forecasting from a slow, opaque process into a fast, transparent, and strategic capability. By combining deep life sciences expertise with an explainable AI engine, the platform guides users step-by-step to build robust, defensible models—no specialized modeling expertise required.

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By combining deep life sciences expertise with an explainable AI engine, the platform guides users step-by-step to build robust, defensible models—no specialized modeling expertise required.

Pharma-specific patient-flow models

Purpose-built frameworks that reflect real-world epidemiology, treatment pathways, and line-of-therapy dynamics

AI-Assisted assumption engine

Generate source-cited assumptions and ranges instantly—while maintaining full user control and oversight

Instant scenerio modeling

Compare base, upside, and downside cases in real time within a single, consistent methodology

Structured outputs

Export clean, audit-ready CSV, PDF, and PPT outputs that integrate directly into Excel models, BI tools, and presentations

Built for speed, transparency, and control.

PharmaCast-AI automates the heavy lifting—while keeping your team in control.

Traditional approaches

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Excel-only models

Flexible but fragile

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Generic AI tools

Fast summaries, no forecast logic

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Market intelligence databases

Data without workflow

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Consulting projects

High quality, hard to scale

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PharmaCast-AI

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Source-traceable assumptions

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Pharma-specific forecast logic

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Fast scenario modeling

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Export-ready outputs

benefits

Built for speed, transparency, and control.

PharmaCast-AI automates the heavy lifting—while keeping your team in control.

Speed

Cut model development time in half with automated workflows and built-in structures.

Transparency

Every assumption is traceable, cited, and explainable.

Control

AI suggests—humans decide. You review and approve every input.

who it's for

Built for teams making asset-level decisions.

PharmaCast-AI bridges the gap between biological data and market intelligence, providing the precision you need to forecast and evaluate opportunities with confidence.

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Pharma & biotech

For BD, portfolio strategy, new product planning, commercial forecasting, and analytics teams that need faster, more defensible product forecasts.

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Healthcare investors

For buy-side, sell-side, private equity, and investment teams evaluating biotech and pharma assets, clinical catalysts, launch potential, and revenue scenarios.

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Life science consultants

For consulting teams building client-ready forecasts, market assessments, and scenario analyses across therapeutic areas.

who its for

Built for teams making high-stakes decisions.

PharmaCast-AI bridges the gap between biological data and market intelligence, providing the precision you need to forecast and evaluate opportunities with confidence.

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Pharma & Biotech

Standardize forecasting across your portfolio with a single source of truth—turning complex patient dynamics into actionable launch strategy.

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Financial Institutions

Build defensible, asset-level revenue models with full transparency—reducing risk in valuation and investment decisions.

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See PharmaCast-AI in action

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