The scientific foundation that jump-starts your medical writing project
We deliver verified synthesis, curated evidence libraries, and full reasoning traces. Your medical writers focus on what they do best: crafting the final narrative.
Built for medical
communications teams
No software to learn. No prompts to write. No change management. We deliver finished acceleration packages-your team delivers final documents to clients.
Time Saved
Faster delivery
The Glass Box Difference
Our AI Writer Agent cannot
access the open internet
Unlike ChatGPT or general-purpose Al tools, our Writer agent can only synthesize evidence that has already been found, verified, and curated by upstream agents. That's how we establish provenance.
THE CRITICAL CONSTRAINT
The Writer Agent is forbidden from accessing the internet. It can only synthesize evidence that has already been verified by the upstream agents.
Every output is grounded in curated, ranked, verified evidence — not generated from thin air.
The Architect
"What do we need to prove?"
Analyzes the OSW (Objective, Scope, Watchouts) and breaks down high-level objectives into specific, verifiable hypotheses. Translates business questions into scientific claims that can be tested against evidence.
RECEIVES
OSW Document, Strategic Context
PASSES FORWARD
Candidate Statements, Key Intelligence Questions
The Researcher
"Find everything on this topic."
Executes comprehensive searches across academic databases, clinical trial registries, and regulatory sources. Builds the raw Search Index that contains every potentially relevant source.
RECEIVES
Candidate Statements, Search Parameters
PASSES FORWARD
Raw Search Index (DOIs, PMIDs, NCT IDs)
CONSTRAINT
Can only search sources defined in scope. Cannot modify the hypotheses.
The Auditor
"Does this source prove the claim?"
Reads source documents and evaluates whether they actually support the candidate statements. Applies PICO structuring to ensure precise matching. Assigns verification status.
RECEIVES
Candidate Statements, Raw Search Index
PASSES FORWARD
Statement–Evidence Mappings, Verification Status
CONSTRAINT
Can only read sources in the Index. Cannot search for new sources.
The Curator
"Is this evidence strong enough?"
Applies evidence hierarchy rules to filter and prioritize sources. Ensures the final Evidence Library contains only high-quality, relevant citations.
RECEIVES
Statement–Evidence Mappings, Hierarchy Rules
PASSES FORWARD
Curated Evidence Library
CONSTRAINT
Cannot override Auditor verification status. Can only rank and filter.
The Writer
"Synthesize the verified facts."
Assembles the final narrative from verified evidence. Applies language neutralization. Generates the AI Narrative Report with complete traceability.
RECEIVES
Curated Evidence Library, Document Structure
PASSES FORWARD
AI Narrative Report, Reasoning Trace
CONSTRAINT
Cannot access the internet. Can only use evidence from the Curator's Library.
Your team starts writing with an 8 week head start
Traditional document development requires weeks of foundational work before narrative development begins. We compress that into days.
How It Works
Three integrated components
One verified foundation
Each Acceleration Package delivers the rigorous scientific synthesis, verified evidence, and comprehensive traceability your team needs to move directly to narrative development.
Al Narrative Foundation
Rigorous scientific synthesis
Coverage of all dimensions in agreed scope
Every claim linked to supporting evidence
Neutralized, verifiable scientific language
Ready for your writers to shape the story
Reasoning Trace Report
Full transparency into decisions
Verification rationale for each statement
Evidence conflicts documented and explained
Audit trail supporting MLR review
How and why conclusions were reached
Evidence Libraries
Curated, searchable collections
Citations with DOls and links
Evidence hierarchy labels (RCT, Meta-Analysis, etc.)
PICO extraction for clinical evidence
Bi-directional mapping to statements
Strategic Memory
Scoping that captures
what matters
We replace vague briefings with the OSW Framework: Objective, Scope, Watchouts. This ensures alignment on goals without over-constraining the deliverable.
