Ravula AI

AI Policy Implementation (Regulated Sectors)

Operationalize AI compliance for FDA, HIPAA, SEC, FINRA, AS9100, and ISO into working SOPs that reduce audit prep time by 70% and eliminate compliance violations.

  • Transform regulatory requirements into operationalized AI compliance frameworks
  • Reduce audit preparation time by 60-70% through automated compliance tracking
  • Eliminate compliance violations with real-time monitoring and automated policy enforcement
  • Create audit-ready documentation and SOPs that pass regulatory inspections

Who this is for

Organizations in highly regulated sectors—healthcare, finance, aerospace, pharmaceuticals, food manufacturing, and government—that struggle with compliance burden, audit preparation, and policy implementation. Ideal for companies facing compliance violations, lengthy audit prep cycles, or manual compliance tracking overhead.

Typical titles:

  • • Quality Assurance Manager / Director
  • • Compliance Officer / Chief Compliance Officer
  • • Regulatory Affairs Manager
  • • VP of Quality / Operations
  • • Risk Management Director

Trigger phrases you might be saying

  • ""We're in a regulated industry and compliance is killing us"
  • ""We spend 3-4 weeks preparing for every audit and still get findings"
  • ""Compliance violations keep happening—we can't catch them in time"
  • ""Our SOPs are outdated and don't reflect how we actually use AI"
  • ""Manual compliance tracking is overwhelming our quality team"
  • ""We need FDA/HIPAA/SEC compliance but don't know how to operationalize it"

Business outcomes

Audit Prep Time Reduction

60-70% Reduction

Cut audit preparation from 3-4 weeks to 1 week through automated compliance tracking and documentation

Zero Compliance Violations

100% Compliance

Eliminate audit findings and compliance violations through real-time monitoring and automated policy enforcement

Cost Savings

$300K-$500K Annual

Avoid regulatory fines, reduce QA labor costs, and eliminate rework from compliance failures

Continuous Compliance

24/7 Monitoring

Maintain audit-ready status year-round with automated compliance tracking and real-time violation detection

What we deliver

  • Regulatory Compliance Framework

    Comprehensive compliance framework tailored to your regulatory requirements (FDA/GMP, HIPAA, SEC/FINRA, AS9100, ISO) with AI-specific policy documentation and risk assessments

  • Operationalized SOPs & Work Instructions

    Working Standard Operating Procedures that integrate AI compliance into daily operations, including quality inspection protocols, documentation requirements, and audit trail processes

  • Automated Compliance Tracking System

    Digital compliance monitoring platform that tracks regulatory requirements, automates documentation, and provides real-time violation alerts with root cause analysis

  • Audit Templates & Documentation

    Pre-built audit checklists, evidence collection templates, and compliance documentation that ensure audit-ready status 24/7

  • Training & Change Management

    Compliance training programs for your team, change management support, and ongoing policy updates to maintain compliance as regulations evolve

How it works

Step 1

Compliance Assessment

We conduct a comprehensive assessment of your current compliance posture, regulatory requirements, and AI usage. This includes gap analysis, risk identification, and documentation review to understand where compliance automation will have the greatest impact.

Step 2

Framework Development

We develop your regulatory compliance framework with operationalized SOPs, automated tracking systems, and audit templates. This includes AI-specific policy documentation, quality inspection protocols, and compliance monitoring workflows tailored to your regulatory requirements.

Step 3

Implementation & Training

We implement the compliance framework, deploy automated tracking systems, and train your team on new SOPs. We provide change management support and conduct a mock audit to ensure audit-ready status before your next regulatory inspection.

Timeline & effort

Duration

2-3 Months

Initial implementation: 8-12 weeks. Includes assessment, framework development, system deployment, and training. Ongoing retainer available for policy updates and compliance monitoring.

Your team's time

20-30 Hours

Stakeholder interviews (8-10 hours), SOP review sessions (6-8 hours), training workshops (4-6 hours), and implementation support (4-6 hours). Minimal disruption to daily operations.

Timeline factors:

  • • Regulatory complexity (single vs multiple regulations, industry-specific requirements)
  • • Number of processes requiring compliance automation (quality, documentation, reporting)
  • • Upcoming audit deadlines (accelerated timelines available for urgent audit prep)

Pricing bands

$25,000 - $75,000 + Retainer

Project-based pricing for initial implementation, plus optional monthly retainer ($3K-$5K/month) for ongoing compliance monitoring, policy updates, and audit support.

Pricing factors:

  • • Number of regulatory frameworks (FDA, HIPAA, SEC, AS9100, ISO combinations)
  • • Scope of compliance automation (quality, documentation, reporting, monitoring)
  • • Complexity of existing processes and integration requirements
  • • Urgency of audit deadlines (accelerated delivery available)

KPIs we move

Our AI Policy Implementation service directly improves regulatory compliance, quality management, and operational efficiency metrics.

Compliance violation count

Audit findings (#)

Audit prep time (weeks)

Regulatory filing timeliness (%)

Training completion rate (%)

Compliance cost (% of revenue)

First-pass yield (%)

Defect rate (PPM or %)

Cost of quality (% of revenue)

Customer quality complaints

Rework/scrap rate (%)

Documentation completeness (%)

Tech stack & integrations

Our compliance framework integrates with your existing quality management systems, document management, and ERP platforms. We're tool-agnostic and work with your current infrastructure.

Quality & Compliance Systems

  • • Quality Management Systems (QMS) - MasterControl, ETQ, TrackWise
  • • Document Management Systems - SharePoint, Veeva, Documentum
  • • Electronic Batch Records (EBR) and Manufacturing Execution Systems (MES)
  • • Regulatory Information Management (RIM) platforms
  • • Audit management and CAPA tracking systems

Compliance Automation Tools

  • • Automated compliance monitoring and violation detection
  • • Digital audit trail and documentation systems
  • • Policy enforcement and workflow automation
  • • Real-time compliance dashboards and reporting
  • • Integration with ERP, CRM, and operational systems

Risks & safeguards

Regulatory Non-Compliance

Risk: Framework doesn't meet regulatory requirements, leading to audit failures, violations, and potential fines or shutdowns.

Safeguard: We work with regulatory experts and conduct thorough requirements analysis before framework development. All frameworks are validated against current regulations and include mock audit testing. We provide regulatory update support to maintain compliance as requirements evolve.

Implementation Resistance

Risk: Team doesn't adopt new SOPs or compliance processes, leading to continued violations and audit findings.

Safeguard: We provide comprehensive training, change management support, and work directly with process owners to ensure SOPs are practical and integrated into daily workflows. We conduct mock audits to validate adoption and provide ongoing support during transition.

System Integration Failures

Risk: Compliance tracking systems don't integrate with existing platforms, creating data silos and manual workarounds that undermine automation benefits.

Safeguard: We conduct technical integration assessment before implementation and design compliance frameworks that work with your existing systems. We provide API integrations, data migration support, and ensure automated workflows connect seamlessly with your QMS, ERP, and document management platforms.

Caselets

Aerospace Manufacturer - AS9100 Compliance

Challenge: A $200M aerospace manufacturer spent 3-4 weeks preparing for each AS9100 audit and still received 8-10 minor findings. Manual traveler tracking, paper-based First Article Inspections (FAI), and scattered SOPs made compliance tracking overwhelming for the QA team.

Solution: We implemented AS9100 compliance automation with digital traveler tracking, automated FAI documentation, and integrated compliance monitoring. We developed operationalized SOPs that integrated AI-assisted quality inspection into existing workflows and created audit-ready documentation templates.

Impact: Reduced audit prep time from 3 weeks to 1 week (70% reduction). Achieved zero audit findings in next inspection. Eliminated $300K in annual QA labor costs from manual tracking. Maintained 24/7 audit-ready status with automated compliance monitoring.

Regional Healthcare Network - HIPAA Compliance

Challenge: A 12-facility healthcare network struggled with HIPAA compliance for AI-powered patient engagement tools and clinical documentation systems. Manual compliance tracking, outdated policies, and lack of AI-specific guidelines created audit risk and operational burden.

Solution: We developed HIPAA-compliant AI policy framework with operationalized SOPs for patient data handling, AI-assisted clinical documentation, and automated compliance monitoring. We created audit templates, training programs, and integrated compliance tracking with their EHR system.

Impact: Achieved 100% HIPAA compliance with zero violations. Reduced compliance audit prep from 4 weeks to 1 week. Eliminated $200K in potential regulatory fines. Enabled safe deployment of AI patient engagement tools with full compliance documentation.

Frequently asked questions

How is this different from general compliance consulting?

We specialize in AI-specific compliance—operationalizing regulatory requirements for AI systems, automated workflows, and AI-assisted processes. Unlike general compliance consultants, we understand how AI impacts regulatory requirements and create frameworks that integrate AI compliance into your operations, not just policy documents that sit on a shelf.

What if we have multiple regulatory requirements (e.g., FDA + ISO + AS9100)?

We design integrated compliance frameworks that address multiple regulations simultaneously, identifying overlaps and creating unified SOPs that satisfy all requirements. This is more efficient than managing separate compliance programs and reduces duplication. Pricing scales based on regulatory complexity.

How do you ensure the framework will pass our next audit?

We conduct mock audits before your actual inspection to validate compliance. Our frameworks are based on current regulatory requirements and validated by regulatory experts. We provide audit-ready documentation templates and ensure your team is trained on audit procedures. Most clients achieve zero findings on their first audit after implementation.

What happens when regulations change?

We offer ongoing retainer services ($3K-$5K/month) that include regulatory monitoring, policy updates, and framework adjustments as regulations evolve. We track regulatory changes in your industry and proactively update your compliance framework to maintain audit-ready status.

Can you help with urgent audit prep if we have an audit coming up soon?

Yes, we offer accelerated implementation timelines (4-6 weeks) for urgent audit prep. We prioritize critical compliance gaps, implement quick-win automation, and ensure audit-ready documentation. While full framework development takes 8-12 weeks, we can get you audit-ready faster for immediate needs.

How does this integrate with our existing quality management systems?

We design compliance frameworks that integrate with your existing QMS, document management, and ERP systems. We provide API integrations, data migration support, and ensure automated compliance tracking connects seamlessly with your current infrastructure. We're tool-agnostic and work with MasterControl, ETQ, SharePoint, Veeva, and other platforms.

What's the difference between Service #8 (Policy Implementation) and Service #4 (Governance Consultant)?

Service #8 focuses on operationalizing regulatory compliance (FDA, HIPAA, SEC, etc.) into working SOPs and automated systems. Service #4 focuses on broader AI governance—AI usage policies, risk frameworks, and evaluation metrics. Many clients use both: #4 for overall AI governance, #8 for specific regulatory compliance. We can help you determine which service fits your needs.

Ready to eliminate compliance violations?

Book a 20-minute fit call to discuss how AI Policy Implementation can reduce your audit prep time by 70% and achieve zero compliance violations.

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Last updated: November 2025