Wellcura
3x Faster Patient Onboarding with an AI-Driven MVP for an Aussie Healthcare Startup
93%
AI Triage Completion
3x
Faster Patient Intake
47%
Less Manual Triage Time
38%
More Slot Utilisation
A telehealth startup needed to remove operational friction from its virtual consultation workflow. Manual intake processes were slowing growth. Bytes Technolab offered to be an end-to-end product engineering partner to deliver an AI-powered MVP (agent) for efficient healthcare operations and patient intake.
Country
USA
Duration
3 Months
Industry
Healthcare
Services
Idea & Validation Product Design Sprint Prototyping MVP Product Development AI Integration
Technologies
TensorFlow React.js FastAPI LangChain OpenAI Models
Problem Statement
- Providers spent excessive time gathering routine patient information.
- Patient drop-offs increased due to long registration flows.
- Appointment slots were underutilized without structured triage.
- The startup required scalable automation without compromising security.
Challenges
- Patient symptom inputs were highly unstructured, limiting the ability to standardize triage logic and generate actionable summaries for providers.
- Medical staff were overloaded with both intake administration and clinical responsibilities, reducing overall productivity.
- Without a structured prioritization model, urgent cases were not consistently differentiated from routine appointments.
- AI integration had to meet strict privacy, security, and compliance requirements while maintaining a smooth patient experience.
Solution
- Validated workflow bottlenecks through collaborative discovery sessions.
- Designed structured triage journeys during a product design sprint.
- Built and tested conversational prototypes to refine intake logic.
- Delivered lean MVP development focused on measurable operational gains.
- Integrated AI-generated summaries into provider dashboards.
- Deployed securely in a scalable cloud environment.
Result
Our engagement continued from ideation to MVP launch to deliver stunning results.
- 93% completion rate for AI-guided intake sessions.
- The intake process became three times faster.
- Manual triage time reduced by 47%.
- Provider slot utilization improved by 38%.
AI MVP improved patient onboarding & triage agent, automated queries, and structured patient data.
AI-driven insights & summaries improved efficiency in patient consulting without adding tools.