Life Science

Life Sciences AI

Clinical Trial
Documentation
Done Right

AI agents that plug into your study lifecycle, from protocol quality gate through audit readiness, so your team spends time on science, not document management.

IRB-Ready

Protocol gaps caught before submission, not during review.

Always

TMF continuously audit-ready. Not just before inspection day.

Days

Time to first POC on your own documents.

The Problem

What Clinical Teams
Deal With Every Day

📋

Protocol Gaps Found Too Late

IRB-blocking issues discovered at review. Rework delays the entire study timeline.

🔀

Misaligned Documents

Protocol, consent, and recruitment drafted separately. Inconsistencies caught by IRB, not your team.

⚠️

Missed Amendment Impacts

Protocol changes don't automatically cascade. Version mismatches surface at audit.

📂

TMF Always Behind

Wrong dates, wrong names extracted from GCP certificates. Manual correction before every upload. Never truly inspection-ready until the week before audit.

🕐

Audit Prep Is a Fire Drill

Document history reconstructed from emails and shared folders. Evidence scattered, versions unclear.

🧠

Institutional Knowledge Is Fragile

Protocol drafting depends on whoever has done it before. When they leave, the knowledge leaves too.

Why Agents, Not Tools

Not a Copilot.
Agentic Operations.

💬

Chatbots

Answer questions. Nothing more. You still do all the work.

✏️

Copilots

Draft content, suggest edits. You complete every action manually.

AI Foundry

Agentic Operations

Execute complete workflows end-to-end. Policy guardrails, full audit trails, human-in-the-loop only for exceptions.

How It Works

Study Lifecycle.
Agent by Agent.

Stage
Problem
Agent
Outcome + Benchmark
01 Protocol Preparation

Drafting from scratch. Inconsistent section structures. Institutional knowledge lost when writers move on.

KB-Assisted Drafting

Approved language and section structures surfaced from your own study library.

Faster first draft. Fewer structural gaps at DocAudit. Protocol dev time cut from 25 to 10 weeks with standardised process (Mayo Clinic, PMC)
02 Protocol Quality Gate

IRB-blocking gaps in ethical signals, risk clarity, eligibility found during review. Rework is expensive at that stage.

DocAudit

Standardised protocol audit. IRB-required sections, ethical signals, severity-classified findings.

IRB-blocking gaps caught before consent or recruitment docs are created. IRB stipulation responses due in 21 days, gaps caught early protect that window
03 Consent and Recruitment

Different teams, different timelines. Eligibility drift, missing disclosures, wrong audience tone. IRB catches it, not you.

Document Alignment Agent

Protocol as canonical source. Cross-checks consent and recruitment at section level.

Misalignments resolved before IRB submission. Eliminates full-document manual cross-checks, exception-only review
04 Protocol Amendments

An eligibility change cascades into consent, recruitment, IB. Downstream docs missed. Version mismatches at audit.

Amendment Impact Agent

Meaning-level change detection via knowledge graph. Flags every document requiring update.

No missed downstream updates. Version-aware trail from day one. Amendment approvals cause study delays, zero missed cascades removes that risk
05 TMF Throughout Study

Wrong dates, wrong names, missing roles extracted from GCP certificates. Every record corrected manually before upload.

TMF Metadata Extraction

Multi-model OCR, confidence-scored per field. Structured output pushed directly to your eTMF.

TMF real-time audit and compliance ready. Always. 75% fewer inspection findings and 15-20% capacity recovered (Trial Interactive)
06 / Inspection

Every agent output is evidence-backed, version-stamped, traceable. Inspection readiness is a byproduct of the workflow, not a separate effort.

30 to 90min
Protocol review timesaved per reviewer with DocAudit
Zero
Manual TMF correctionsbefore eTMF upload
Always
Audit-ready TMFnot just before inspection
Days
Time to first POCon your own documents
Integration

Connects Into
Your Systems

Three patterns. All enterprise-grade. Zero disruption. Applies across all five agents.

Veeva Vault eTMFIQVIA eTMFMedidataOracle ClinicalFlorence HealthcarePhlexglobalMasterControlWingspanMontriumEnnov
01 REST API

Scheduled Pull and Push

On-demand or scheduled. Fetches documents, processes via agent, returns structured output.

Your System AI Foundry Agent Push Back
Used for
DocAudit Alignment TMF Extraction KB Drafting
02 WEBHOOK

Real-Time Event-Driven

Document upload or state change triggers the agent. Output pushed back instantly.

Upload Event Agent Fires Push Back
Used for
TMF Extraction Amendment Impact Alignment
03 MIDDLEWARE

Azure Logic Apps

Orchestration layer with transformation, validation, and business rules before output is returned.

Event Middleware Agent Enriched Push
Used for
All 5 Agents Enterprise Deployments
Get Started

POC on
your documents.

Pick your challenge. TMF accuracy, protocol review, document alignment. We'll have something running in days.

Get Started

Get in touch with us.
We're here to assist you.

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