Investigations Use Case
Accelerate investigations by up to 50% while improving consistency and effectiveness of decision-making as well as audit readiness across sites, teams, and systems
AI-Powered Event Capture and Triage
Ensure the right events receive the right attention—every time.
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Daikon’s predictive AI models help you consistently determine which incidents qualify as quality events. The system recommends appropriate impact classifications, minimizing the risk of missing critical issues and reducing over-processing of low-impact events. AI agents also guide users in capturing and structuring event details, ensuring complete, compliant, and actionable records from the start.
Instantly Find Similar Events with AI-Powered Search
Discover relevant past events—faster and more accurately than ever.
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Daikon’s semantic search goes beyond keywords to identify quality events with similar context, root causes, or outcomes. Investigators can instantly surface prior cases, learn from past decisions, and document results directly into their reports—enhancing consistency, speeding up investigations, and building institutional knowledge over time.
AI-Guided Decision Consistency
Align every decision with your standards—automatically.
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Daikon lets you embed your SOPs, decision trees, and best practices directly into AI models, ensuring every assessment follows a consistent, compliant approach. Acting as a digital reviewer, the AI flags deviations from established logic and past precedent, while accelerating decisions by surfacing relevant data and generating recommendations upfront.
AI-Generated Causes & CAPAs with Built-In Reasoning
Expand your team's thinking—without compromising on rigor.
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Daikon’s AI reasoning models generate a comprehensive list of potential root causes and CAPAs, drawing from historical quality events and industry-proven logic. Each suggestion is grounded in well-established methodologies like 5 Whys and Fishbone analysis, ensuring traceability, explainability, and alignment with Lean problem-solving principles. Your team can focus on high-value decision-making—AI ensures nothing is overlooked.
AI Writing Assistant for Investigation Reports
From notes to audit-ready reports—faster and smarter.
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Daikon’s AI writing assistant drafts investigation reports based on structured data and investigator notes, ensuring clarity, completeness, and logical flow. It also reviews final reports to identify inconsistencies, missing data, or departures from standard structure—helping teams produce high-quality, inspection-ready documentation every time.
Continuous Trending & Predictive Quality Insights
Stay ahead of issues with always-on AI monitoring.
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Daikon’s AI continuously scans quality data to detect emerging trends—long before they escalate. By automating trend analysis, the platform drastically reduces the time and effort needed for quarterly trending reports and APQRs. Teams across Quality, OpEx, and Manufacturing Engineering gain a real-time, bird’s-eye view of operational risks and opportunities.