Margaret
A validated AI-powered stakeholder intelligence platform.
…that constructs personas (from healthcare professionals to patients and care partners), delivering how each thinks, decides, and responds.
Not all accuracy is the same accuracy.
The technology described herein is the subject of pending U.S. patent applications.
General-purpose LLMs aren't built to model specific stakeholders. ChatGPT generates plausible-sounding responses but lacks the architecture to maintain perspective consistency across questions. On proprietary content like ad boards, it caps at this level.
Claude performs better than ChatGPT on this task, but it's still a general-purpose model. Without persona architecture and curated stakeholder knowledge, even the strongest LLMs plateau well below the human replication band.
ALCHEMY isn't a wrapper around a general-purpose model. It's a purpose-built stakeholder intelligence platform — proprietary persona modeling, curated stakeholder knowledge, and architecture designed specifically to replicate how real stakeholders think. The technology to do this didn't exist. Multiple inventions, multiple patents filed.
What you can do with ALCHEMY.
Want to know what ALCHEMY knows?
A 30-minute demo. Real personas. Your therapeutic area. We'll show you the questions you can answer in days instead of months.
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