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 ideas de flujos de trabajo específicos para cada sector · Supervisión humana cuando sea necesario · Implementación a medida

Conrad — AI guide for Contract Research Organizations
ConradTu guía sobre la IA en tu sector
01Identificar las tareas repetitivas
→
02Diseña una automatización realista
→
03Medir y perfeccionar los resultados
DEL PROBLEMA AL PROCESO

Cómo podría funcionar una automatización

Un flujo de trabajo ilustrativo. Las integraciones, aprobaciones y permisos reales se revisan antes de la implementación.

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.
TÚ MANTENES EL CONTROL

Diseñado para adaptarse a la forma de trabajar de tu equipo

Validamos el flujo de trabajo, identificamos las autorizaciones necesarias y comprobamos la viabilidad técnica antes de proceder a la implementación.

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TU GUÍA DE IA PARA TU SECTOR

Explore an approach with Conrad

Elige un reto para ver cómo podría ayudarte una solución de automatización práctica. Esta es una guía interactiva, no una conversación en directo con una IA.

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ConradGuía sobre flujos de trabajo automatizados
¿Qué es lo que te lleva demasiado tiempo en tu organización?
ENFOQUE RECOMENDADO

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 OPORTUNIDADES DE AUTOMATIZACIÓN

Explore 21 practical AI workflows for Contract Research Organizations

Elige las ideas que mejor se adapten a tu negocio. En cada ficha se explica el reto, la posible solución y las ventajas.

Se muestran las 21 soluciones
Create your Contract Research Organizations automation plan

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01DOCUMENTOS E INFORMACIÓN

Essential Document Completeness Queue

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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02DOCUMENTOS E INFORMACIÓN

Protocol Amendment Distribution Tracker

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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03DOCUMENTOS E INFORMACIÓN

Consent Template Version Exception Review

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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04DOCUMENTOS E INFORMACIÓN

Regulatory Submission Package Assembly Check

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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05DOCUMENTOS E INFORMACIÓN

Study Meeting Minutes and Action Routing

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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06OPERACIONES DEL EQUIPO

Site Activation Prerequisite Follow-Up

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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07OPERACIONES DEL EQUIPO

Protocol Training Completion Reminders

El reto

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

Lo que podemos construir

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.

Desde 49 EUR

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08OPERACIONES DEL EQUIPO

Aging Data Query Follow-Up

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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09OPERACIONES DEL EQUIPO

Potential Safety Correspondence Escalation

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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10OPERACIONES DEL EQUIPO

Protocol Deviation Intake Completeness

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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11OPERACIONES DEL EQUIPO

Central Laboratory Shipment Exception Follow-Up

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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12OPERACIONES DEL EQUIPO

CRA Visit Capacity Conflict Queue

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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13OPERACIONES DEL EQUIPO

Study Timesheet Coding and Approval

El reto

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

Lo que podemos construir

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.

Desde 49 EUR

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14OPERACIONES DEL EQUIPO

Pass-Through Expense Billing Preparation

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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15COMUNICACIÓN CON EL CLIENTE

Sponsor Inbox Ownership and Request Routing

El reto

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

Lo que podemos construir

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.

Desde 29 EUR

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16COMUNICACIÓN CON EL CLIENTE

Sponsor Study Kickoff Readiness Tracking

El reto

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

Lo que podemos construir

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.

Desde 69 EUR

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17COMUNICACIÓN CON EL CLIENTE

Sponsor Contract Deliverable Deadline Monitor

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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18COMUNICACIÓN CON EL CLIENTE

Sponsor Status Pack Preparation

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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19MARKETING Y CRECIMIENTO

CRO RFP Qualification and Missing-Input Review

El reto

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

Lo que podemos construir

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.

Desde 89 EUR

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20MARKETING Y CRECIMIENTO

Study Proposal Drafting and Approval Routing

El reto

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

Lo que podemos construir

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.

Desde 49 EUR

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21MARKETING Y CRECIMIENTO

Sponsor Bid Follow-Up Scheduling

El reto

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

Lo que podemos construir

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.

Desde 69 EUR

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Los precios iniciales que se muestran son estimaciones orientativas redondeadas con fines comerciales y pueden diferir de los que aparecen en la página de pago de WooCommerce. El precio a pagar y la moneda se confirman por separado. Precio de referencia del flujo de trabajo personalizado: 399 PLN antes de la conversión.

EJEMPLOS DE AHORRO DE TIEMPO

¿Qué tiempo se podría liberar al automatizar las tareas repetitivas?

Ajusta los datos introducidos para calcular el tiempo de trabajo del personal y su coste equivalente. Esto no supone ninguna garantía de ahorro ni constituye el precio del producto.

POTENCIAL MENSUAL ILUSTRATIVO16,7 hHoras de trabajo repetitivo al mes
Capacidad laboral equivalente1.167 PLN

Antes de tener en cuenta los costes de implementación, las suscripciones, el tiempo de revisión y el rendimiento real de la automatización.

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PREGUNTAS FRECUENTES

What Contract Research Organizations ask about AI automation

Respuestas prácticas antes de que te decidas a automatizar.

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.

HABLEMOS DE AUTOMATIZACIÓN

Tell Conrad where your workflow slows down

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