AI automation for Contract Research Organizations

Keep CRO Study Operations Moving with Workflow Automation

Use Conrad as the guide to configurable workflows that route sponsor requests, track study documentation and surface operational blockers—while keeping clinical, regulatory and quality decisions with qualified reviewers.

21 industry-specific workflow ideas · Human oversight where needed · Tailored implementation

Conrad — AI guide for Contract Research Organizations
ConradYour industry AI guide
01Identify repetitive work
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02Design a realistic automation
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03Measure and refine results
FROM PROBLEM TO PROCESS

How an automation could work

An illustrative workflow. Actual integrations, approvals and permissions are reviewed before implementation.

01Map One Study Workflow and Its BoundariesSelect a recurring process such as sponsor request intake or site document follow-up. Define its owner, approved source records, required identifiers, completion criteria and decisions that must remain with qualified staff.
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02Configure Data Access and Routing RulesAssess available exports or interfaces before implementation; no particular CTMS, eTMF, EDC or safety-system connection is assumed. Establish authorized access, minimum necessary data fields, escalation paths and retention requirements.
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03Test Exceptions and Approve the ProcessTest representative records, missing identifiers, conflicting versions, duplicate submissions and unavailable source systems. Complete risk-appropriate validation and documented approval where required, including checks that urgent escalations cannot be silently suppressed.
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04Monitor Queues and Improve with OversightTrack measures such as request age, document review turnaround and unresolved exception volume. Retain reviewable processing records where required, investigate failures and approve rule changes through the CRO's applicable change-control process.
YOU STAY IN CONTROL

Designed for the way your team works

We validate the workflow, identify the necessary approvals and check technical feasibility before committing to deployment.

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YOUR INDUSTRY AI GUIDE

Explore an approach with Conrad

Choose a challenge to see how a practical automation could help. This is an interactive guide, not a live AI conversation.

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ConradAutomated workflow guide
What takes up too much time in your organization?
SUGGESTED APPROACH

Study Documents Arrive Without Clear Ownership

Create controlled intake queues with study identifiers, required metadata and named reviewers. Flag missing or conflicting information before records move into approved filing processes.

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21 AUTOMATION OPPORTUNITIES

Explore 21 practical AI workflows for Contract Research Organizations

Choose the ideas that fit your operation. Each card explains the challenge, potential solution and benefit.

Showing all 21 solutions
Create your Contract Research Organizations automation plan

0 of 21 selected · Keep exploring or send your selection to our quotation form

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01DOCUMENTS & INFORMATION

Essential Document Completeness Queue

The challenge

Study teams spend time comparing expected essential documents with received files, especially when records lack clear site or study identifiers.

What we can build

Compare an approved expected-document list with authorized document metadata, then create exception tasks for missing records, identifiers or required fields. Route files to designated reviewers without treating automated checks as acceptance for filing.

✓ Fewer outstanding document completeness exceptions.

From 99 USD

02DOCUMENTS & INFORMATION

Protocol Amendment Distribution Tracker

The challenge

Protocol amendments trigger overlapping distribution and acknowledgment tasks, making it difficult to establish which sites have received the approved package.

What we can build

Use the approved amendment release list to generate recipient-specific distribution tasks and track acknowledgments against the relevant version. Escalate missing confirmations to the study team without treating receipt as authorization to implement the amendment.

✓ Shorter amendment acknowledgment turnaround.

From 99 USD

03DOCUMENTS & INFORMATION

Consent Template Version Exception Review

The challenge

Site-submitted consent templates can reference outdated protocol versions or omit identifiers needed for document review.

What we can build

Compare submitted template metadata and extracted version references with the study's approved reference register, then flag mismatches for regulatory review. Keep approval, local requirements assessment and authorization for use with qualified personnel.

✓ Fewer unresolved consent-template version discrepancies.

From 99 USD

04DOCUMENTS & INFORMATION

Regulatory Submission Package Assembly Check

The challenge

Submission coordinators repeatedly check whether country-specific package components are present before handing files to regulatory specialists.

What we can build

Apply a regulatory-owner-approved checklist for the country and submission type, identify absent components and generate a package index from authorized records. Require specialist review of content, applicability and final submission readiness.

✓ Fewer submission packages returned for missing components.

From 99 USD

05DOCUMENTS & INFORMATION

Study Meeting Minutes and Action Routing

The challenge

Sponsor governance calls and study team meetings produce actions that remain buried in notes without owners or due dates.

What we can build

Draft minutes from authorized meeting notes or recordings, separating reported decisions from proposed actions and unresolved questions. After chair review, assign approved actions to named owners with study references and due dates.

✓ Fewer overdue study meeting actions.

From 99 USD

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06TEAM OPERATIONS

Site Activation Prerequisite Follow-Up

The challenge

Site activation stalls when contract, training, document and supply prerequisites are tracked by different functional teams.

What we can build

Consolidate approved prerequisite statuses into a site-level exception queue and send owner-specific reminders for incomplete items. Present the evidence to the authorized activation reviewer rather than activating sites automatically.

✓ Shorter time to resolve site activation prerequisites.

From 99 USD

07TEAM OPERATIONS

Protocol Training Completion Reminders

The challenge

Study managers manually chase required protocol and amendment training across changing site and CRO staff rosters.

What we can build

Compare authorized role rosters with assigned training requirements and recorded completions, then issue reminders and overdue escalations. Route ambiguous completion evidence or role assignments to the training owner for review.

✓ Fewer overdue required training assignments.

From 49 USD

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08TEAM OPERATIONS

Aging Data Query Follow-Up

The challenge

Data management teams spend time identifying unanswered site queries and preparing repetitive follow-up lists.

What we can build

Use authorized query-status exports to group open items by study, site, owner and age against approved follow-up thresholds. Prepare reminders containing permitted references only, leaving query interpretation, response assessment and closure to authorized staff.

✓ Lower age of unresolved data queries.

From 99 USD

09TEAM OPERATIONS

Potential Safety Correspondence Escalation

The challenge

Messages arriving in general study mailboxes may contain potential safety information that must reach the designated safety team promptly.

What we can build

Apply an approved routing protocol to forward potential safety correspondence and uncertain cases to designated qualified reviewers without waiting for routine customer-service review. Monitor routing failures and acknowledgments through a defined fallback process; do not determine reportability, causality or regulatory deadlines automatically.

✓ Shorter time to qualified safety-team receipt.

From 99 USD

10TEAM OPERATIONS

Protocol Deviation Intake Completeness

The challenge

Deviation reports often arrive without enough operational context for the study team to begin its assessment.

What we can build

Check submitted reports against an approved intake form and request missing administrative fields through authorized channels. Route complete and incomplete reports to responsible reviewers under study procedures, without assigning significance, causality or corrective actions automatically.

✓ Fewer deviation records awaiting administrative clarification.

From 99 USD

11TEAM OPERATIONS

Central Laboratory Shipment Exception Follow-Up

The challenge

Study teams repeatedly reconcile specimen dispatch notices with receipt updates to identify delayed or unmatched shipments.

What we can build

Match authorized shipment references with laboratory receipt records and flag missing receipts or recorded transport exceptions against approved rules. Notify the responsible logistics and laboratory contacts, leaving specimen suitability and any recollection decision to qualified personnel.

✓ Shorter resolution time for unmatched specimen shipments.

From 99 USD

12TEAM OPERATIONS

CRA Visit Capacity Conflict Queue

The challenge

Monitoring visit plans can exceed assigned CRA availability when rescheduled visits and preparation work are maintained in separate trackers.

What we can build

Compare approved visit plans, staff availability and allocation rules to identify scheduling conflicts and unassigned visits. Present alternatives to the resourcing lead without changing monitoring requirements or allocating staff autonomously.

✓ Fewer unresolved monitoring visit scheduling conflicts.

From 99 USD

13TEAM OPERATIONS

Study Timesheet Coding and Approval

The challenge

Incorrect study codes, missing activity descriptions and unapproved time entries delay project costing and sponsor billing preparation.

What we can build

Validate submitted timesheets against active study codes, permitted activity categories and approval requirements, then return exceptions to the submitter. Route corrected entries to designated approvers before releasing approved time to billing.

✓ Fewer timesheet entries returned during billing preparation.

From 49 USD

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14TEAM OPERATIONS

Pass-Through Expense Billing Preparation

The challenge

Courier, laboratory and investigator-related expenses can reach finance without a study reference or supporting evidence for sponsor billing.

What we can build

Match authorized expense records to study codes and approved contractual billing categories, attaching available supporting documents. Route missing references, potential duplicates and unclear billability to project and finance reviewers before invoice preparation.

✓ Fewer unallocated study expense records.

From 99 USD

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15CLIENT COMMUNICATION

Sponsor Inbox Ownership and Request Routing

The challenge

Sponsor requests sent to shared CRO mailboxes require manual sorting across clinical operations, data management, finance and project management.

What we can build

Use approved study identifiers and service categories to assign messages to accountable queues and request missing routing details. Escalate ambiguous or sensitive messages through defined procedures and require review before substantive clinical, regulatory or contractual replies.

✓ Shorter time to assign sponsor requests.

From 39 USD

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16CLIENT COMMUNICATION

Sponsor Study Kickoff Readiness Tracking

The challenge

New study onboarding slows when sponsor contacts, escalation routes, deliverable owners and required kickoff inputs remain incomplete.

What we can build

Create an onboarding checklist from the approved study handover and request missing administrative inputs from named contacts. Track completion, remind owners and escalate overdue items to the project lead before the kickoff readiness review.

✓ Fewer outstanding sponsor onboarding tasks.

From 79 USD

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17CLIENT COMMUNICATION

Sponsor Contract Deliverable Deadline Monitor

The challenge

Contractual reporting dates and service commitments can be missed when project teams rely on manually maintained calendars.

What we can build

Convert reviewer-confirmed obligations from executed agreements into a dated obligation register with owners and evidence requirements. Issue reminders and escalate approaching or missed commitments, sending ambiguous clauses and proposed changes to authorized contract reviewers.

✓ Fewer overdue contractual deliverables.

From 99 USD

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18CLIENT COMMUNICATION

Sponsor Status Pack Preparation

The challenge

Project managers manually assemble study updates from separate recruitment, site, query and milestone trackers that may use different reporting dates.

What we can build

Prepare a draft status pack from approved reporting inputs, showing source dates and flagging stale or conflicting values instead of silently reconciling them. Require project lead review of metrics, narrative and distribution permissions before sponsor release.

✓ Shorter sponsor status-pack preparation time.

From 99 USD

19MARKETING & GROWTH

CRO RFP Qualification and Missing-Input Review

The challenge

Business development teams receive study RFPs without sufficient detail about phase, countries, service scope or expected timelines to assess fit.

What we can build

Extract available RFP requirements into an approved qualification form, flag missing inputs and create a draft clarification request. Route the opportunity and source references to business development and scientific reviewers before making feasibility or capability claims.

✓ Fewer RFPs awaiting qualification information.

From 99 USD

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20MARKETING & GROWTH

Study Proposal Drafting and Approval Routing

The challenge

CRO proposals require repeated reconciliation of sponsor requirements, service assumptions and contributions from multiple functional leads.

What we can build

Build a draft from approved service descriptions, the reviewed RFP and authorized scope inputs, marking unresolved assumptions explicitly. Route scientific scope, operational feasibility, budget and legal terms to the relevant approvers before release.

✓ Shorter proposal approval turnaround.

From 49 USD

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21MARKETING & GROWTH

Sponsor Bid Follow-Up Scheduling

The challenge

Proposal follow-up becomes inconsistent when sponsor decision dates, clarification requests and bid-defense actions sit in individual inboxes.

What we can build

Schedule follow-up tasks from recorded sponsor milestones and approved communication preferences, pausing sequences when a reply or status change is recorded. Draft context-specific messages for account-owner review and route technical questions to the relevant study specialists.

✓ Fewer overdue sponsor bid follow-ups.

From 79 USD

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Displayed starting prices are indicative marketing-rounded estimates and may differ from WooCommerce checkout. The payable price and currency are confirmed separately. Custom workflow baseline: 399 PLN before conversion.

ILLUSTRATIVE TIME SAVINGS

What could automating repetitive tasks free up?

Adjust the inputs to estimate staff time and its equivalent cost. This is not a promise of savings or a product price.

ILLUSTRATIVE MONTHLY POTENTIAL16.7 hHours of repetitive work per month
Equivalent labor capacity1,167 PLN

Before implementation costs, subscriptions, review time and actual automation performance.

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FREQUENT QUESTIONS

What Contract Research Organizations ask about AI automation

Practical answers before you decide to automate.

What does Conrad represent for a contract research organization?+

Conrad is a named guide for the customer success automation approach, not a human employee, clinical specialist or regulatory adviser. The workflows focus on administrative coordination, exception visibility and review preparation, while accountable CRO staff retain oversight.

Can these workflows connect to our CTMS, eTMF, EDC or other study systems?+

Connection options must be assessed for your specific systems, permissions, interfaces and intended use. A workflow may use approved exports or an available interface, but this page does not promise support for any named platform. Source-of-truth ownership, reconciliation and failure handling should be agreed before implementation.

Can automation approve study documents or make clinical and regulatory decisions?+

No. Clinical judgments, safety assessments, regulatory interpretations, document approvals and other high-stakes professional decisions require qualified human review. Automation can organize evidence, identify administrative exceptions and route tasks, but it must not be treated as authorization to activate a site, use a consent document or close a safety assessment.

How should a CRO assess privacy, validation and regulated-use requirements?+

Assess the workflow's intended use, data sensitivity and potential effect on regulated records or activities with quality, privacy, security and system owners. Define access controls, data minimization, retention, traceability and risk-appropriate validation requirements before deployment. Automation alone does not establish GCP compliance, Part 11 compliance or any certification.

How are urgent safety messages and automation failures handled?+

Potential safety correspondence needs an approved escalation procedure, designated qualified recipients, acknowledgment expectations and a fallback route for failed delivery or unavailable systems. Routing must not depend solely on AI classification or delay established reporting procedures. Test uncertain messages, routing failures and after-hours handling before use, and retain existing safety reporting channels.

Which CRO workflow should we automate first, and how should we measure it?+

Start with a bounded administrative process that has clear ownership and reliable source data, such as sponsor request assignment or missing-document follow-up. Establish a baseline for turnaround time, backlog age or rework, then compare performance during a reviewed pilot. Expand only after assessing exceptions, reviewer workload, data handling and process reliability; no particular savings or outcome is guaranteed.

LET’S TALK AUTOMATION

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We will review your needs and recommend a suitable solution. No obligation and no need to send confidential client data.

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