AI-Driven Assessment Automation for US-Based Home Care Organization

67,000 +

homecare patients

58,000 +

caregivers

72 million+

hours served annually

190 +

locations nationwide

Business Case

Seeking to streamline the assessment workflow, the organization needed an efficient, scalable solution that converted caregiver-patient phone assessments directly into structured, actionable records.

  • Call-Based Assessments Caregivers performed patient evaluations via phone, manually entering details into PDFs
  • Manual Data Entry Challenges Filling PDFs by hand created bottlenecks, increased risk of errors, and delayed care reporting
  • Lost Analytics Value Data trapped in static PDFs made it difficult to analyze patient outcomes and performance trends
  • Operational Inefficiency Lack of real-time, structured data restricted rapid decision-making and compliance monitoring

Our Solution

Inferenz implemented an AI-powered system that automatically transcribes assessment calls, generates filled digital PDFs, and extracts all key information into database-ready formats supporting analytics and reporting.

  • Discovery & Assessment Mapping Workshops with client teams identified relevant assessment questions and standardized field definitions
  • Dynamic PDF Generation System instantly mapped transcribed answers to the correct PDF fields, creating fully filled digital forms with zero manual input
  • Integrated Quality Validation Automated checks ensured completeness, consistency, and compliance of all filled forms and corresponding datasets
  • Cloud-Based Workflow Entire solution deployed on scalable AWS infrastructure, integrating with downstream reporting and EMR systems
  • Automated Call Transcription AI models transcribed caregiver-patient phone conversations, distinguishing speakers for accurate data mapping
  • Structured Data Extraction All assessment data extracted from calls and PDFs stored in a normalized database format for real-time analytics
  • Review and Edit Step Caregivers could review and update AI-generated PDFs before submission, ensuring clinical accuracy

Impact Delivered

8–10 Weeks

Rapid deployment and training of caregivers on automated assessment processing

>99% Data Integrity

AI-driven extraction ensured accuracy and audit-ready, compliant patient records

50%+ Faster Documentation

Drastic reduction in time spent on form filling and post-call paperwork

Seamless Integration

Structured records instantly available for compliance, analytics, and operational decision support

Let’s create something truly remarkable & intelligent!

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