Instruct DK: Intelligent Guidance for Smarter AI Review
The Brain Behind ReviewGenX’s Adaptive Intelligence
Customizable Intelligence
Define how the AI interprets, extracts, and prioritizes data with fully tailored instruction sets.
Context-Aware Processing
Guide AI to understand medical context, relationships, and case-specific nuances.
Precision & Control
Continuously refine AI behavior for consistent, expert-aligned results across every review.
What Does Instruct DK Do?
Custom Directions for Each Review
Define what information to extract, how summaries should be structured, or what details to emphasize.
Supports Your Business Needs
Configure outputs to match your compliance requirements, reporting formats, or review workflows.
Integrated at Every Stage
Works during data extraction, chronology creation, and summary generation—overriding default templates when necessary.
Secure & Controlled
Instructions are logged for audit and compliance, and role-based permissions ensure only authorized users can issue DK commands.
Sample DK Instruct Prompts
“Extract all ICD-10 and CPT codes, summarize treatment dates, and flag any gaps longer than 30 days.”
“Generate a timeline of surgeries and hospitalizations only—ignore routine follow-ups for focused, case-relevant insights.”
“Identify missing signatures on operative reports and compile a list of all consent forms.”
Core Features
1
Custom Instruction Sets
Define specific extraction rules, create specialty-specific guidelines, and build reusable templates for consistency.
- Define specific extraction rules for different case types
- Create specialty-specific interpretation guidelines
- Configure custom medical code priorities
- Build reusable instruction templates
2
Contextual Understanding
Guide the AI to interpret medical data the same way your team does.
- AI learns your organization’s terminology and preferences
- Recognizes case-specific nuances and requirements
- Understands relationships between medical concepts
- Applies appropriate standards for different case types
3
Dynamic Learning
Instruct DK continuously refines itself from user feedback and reviewer edits.
- System improves from user feedback and corrections
- Learns from reviewer edits and modifications
- Adapts to changing organizational requirements
- Continuously optimizes performance for your workflow
4
Precision Control
Fine-tune AI sensitivity and output structure to meet your operational standards.
- Fine-tune AI sensitivity for different data types
- Control detail level in summaries and extractions
- Set thresholds for flagging and highlighting
- Customize output formats and structure
Technical Breakdown
Core Function
Capable of processing structured or natural language instructions from the user
Integration Points
Works during extraction, chronology, and summary phases; overrides default templates when needed
Security
Every processed instruction is promptly logged for future audit and compliance
Flexibility
Role-based permissions and access control, wherein authorized users can give commands to DK Instruct
Why Instruct DK Matters
Consistency across Cases
Standardized processing with predictable results aligned with expectations. Uniform quality regardless of record complexity through shared instructions.
Competitive Edge
Proprietary instruction sets embody organizational expertise. Rapid processing with custom-tuned AI and scalable expertise through configuration.
Minimized Manual Review Time
AI delivers exactly what you need with fewer corrections and more relevant, focused outputs through medical record review automation.
Better Accuracy
Context-aware interpretation reduces errors through continuous learning. AI trained on your specific requirements performs better over time.
Tailored Intelligence for Every Professional
Legal Teams – Case-specific Medical Summaries
- Configure AI to focus on causation and liability factors
- Prioritize treatment gaps and inconsistencies
- Extract timeline-critical events automatically
- Highlight pre-existing conditions vs. injury-related treatment
- Generate summaries formatted for specific litigation types
Insurance Adjusters – Complex Claims Review
- Instruct AI to identify medical necessity indicators
- Flag potential fraud patterns and inconsistencies
- Extract policy-relevant treatment information
- Prioritize coverage determination factors
- Focus on cost and utilization patterns
Healthcare Analysts – Actionable Clinical Insights
- Configure extraction for quality metrics and outcomes
- Prioritize clinical guidelines and standard of care
- Identify care coordination and communication issues
- Extract patient safety and adverse event data
- Focus on specialty-specific clinical indicators
Transform Generic AI into Your Personalized Medical Intelligence
Instruct DK doesn’t replace your expertise; it amplifies it.
By giving you control over how AI thinks and acts, it ensures every output is contextually accurate, compliant, and aligned with your professional standards.