Case Study

SENTINEL (Compliance AI Room)

About This Project

Our client is a large food manufacturer and a regional food producer with 300 employees and multiple facilities subject to

sentinel-compliance ai room

Our client is a large food manufacturer and a regional food producer with 300 employees and multiple facilities subject to FDA, USDA, and OSHA regulations. The compliance team of eight is responsible for maintaining records, preparing for audits, and ensuring ongoing adherence to strict industry standards. Compliance challenges were creating financial risk and operational stress.

The Challenge

Audit preparation was a recurring nightmare. Records were scattered across spreadsheets, filing cabinets, and email chains. When regulators arrived, missing documentation triggered penalties and damaged credibility. The compliance team often worked nights and weekends before audits, diverting resources from proactive risk management.

Beyond audits, the company faced difficulties tracking training completion, SOP updates, and regulatory changes. These gaps left the company exposed to fines, operational shutdowns, and reputational harm.

The tipping point came when a USDA audit identified missing training records that nearly halted production.

The Solution

BA3® AI deployed SENTINEL, the Compliance AI Room. The initial deployment was completed in under two weeks, with a full rollout over 60 days. SENTINEL was tailored to our clients’ food manufacturer companies’ compliance needs, digitizing SOPs, training logs, certifications, and audit documentation. Delivered as an all-inclusive package, SENTINEL combined software, managed services, 20 hours of monthly AI consulting, and ongoing enhancements. Key capabilities included:
  • Centralized compliance repository with AI-driven search.
  • Automated alerts for expiring certifications and overdue training. 
  • Audit-ready reports that flagged missing documentation. 
  • Integration with document management systems to ensure version control and traceability.

Implementation Journey

SENTINEL was rolled out in three agile sprints:
  • Sprint 1 (Weeks 1–2): Digitized SOPs, certifications, and training logs.
  • Sprint 2 (Weeks 3–4): Integrated document management systems and enabled automated version control.
  • Sprint 3 (Weeks 5–6): Built audit dashboards, automated alerts, and compliance reporting templates.
The compliance team prioritized digitizing training logs first to eliminate their most urgent risk. 
BA3® AI’s managed services team worked closely with auditors to ensure templates met regulatory requirements.

The Results & Benefits

Within the first year, SENTINEL delivered dramatic improvements in compliance readiness:

Metric Before SENTINEL After SENTINEL Impact
Audit prep time
3 weeks
1 week
70% faster
Nonconformances
2–3 per audit
Zero
Full compliance
Risk of regulatory fines
High
Minimal
Mitigated
Compliance staff stress
High
Lower
Improved morale

Auditors praised the company for its improved preparedness, and leadership gained peace of mind knowing compliance was no longer a constant fire drill. The compliance team was able to shift from reactive scrambling to proactive risk management.

Testimonial

“For the first time, we walked into an audit stress-free. SENTINEL made compliance predictable and reliable, freeing my team to focus on prevention rather than panic.” – Quality & Compliance Manager at a Food Manufacturing Company

Looking Ahead

Our client, a food manufacturer company, plans to expand SENTINEL with:

  • Supplier compliance monitoring to track certifications across the supply chain.
  • Integration with ERP quality modules for end-to-end compliance visibility.
  • Automated compliance benchmarking against new FDA and OSHA regulations.

With monthly enhancements included, SENTINEL will continue to grow with the regulatory environment and protect this food manufacturing client from compliance risks.

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