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Cognate AI — Services We Provide
Medical Document Intelligence Convert unstructured medical documents into structured, usable healthcare data. Technologies: Python, FastAPI, OCR, LLMs, Pydantic, PostgreSQL
Medical OCR & Document Processing Extract text and document structure from scanned medical PDFs, reports, prescriptions, and clinical documents. Technologies: OCR/Vision APIs, Python, document processing pipelines
Clinical Data Extraction Automatically extract:
Diagnoses
Medications & dosages
Symptoms
Lab results
Allergies
Patient information
Clinical dates Technologies: OpenAI, structured LLM outputs, Pydantic, Python
AI-Powered Data Validation Validate extracted information against defined schemas and processing rules before it enters downstream systems. Technologies: Pydantic, Python, rule-based validation, LLM validation
Evidence & Traceability Connect extracted clinical information back to its original document and source location. Technologies: PostgreSQL, evidence tracking, document versioning, hashing
Human-in-the-Loop Review Create workflows where uncertain AI extractions are sent to a reviewer instead of being blindly accepted. Technologies: React, TypeScript, FastAPI, PostgreSQL
FHIR & Healthcare Data Structuring Transform extracted clinical information into structured healthcare formats suitable for integration workflows. Technologies: HL7 FHIR, JSON, Pydantic, Python
Healthcare AI APIs Build APIs that allow healthcare applications to submit documents and receive structured clinical information. Technologies: FastAPI, REST API, Pydantic, Uvicorn
AI Workflow Automation Automate document → OCR → extraction → validation → review → export workflows. Technologies: Python, FastAPI, LangChain/LangGraph, PostgreSQL
Full-Stack Healthcare AI Applications Build complete healthcare AI platforms rather than isolated AI models. Frontend: React, TypeScript, Tailwind CSS Backend: Python, FastAPI, Pydantic Database: PostgreSQL, SQLAlchemy AI: OpenAI, LLM structured extraction Healthcare: OCR, FHIR, clinical schemas Infrastructure: Docker, Git/GitHub, Pytest
Seeing the human in the loop step catches uncertain extractions before they reach downstream systems, keeping the data pipeline clean and reliable.
Thank you,I really appreciate it. In MDIS, AI performs the initial extraction, and the clinic reviewer reviews and approves the results before they move forward. We believe that human oversight is an important part of building trustworthy AI workflows
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Top-notch design.
Challenge Submission – Lovable Challenge
Business Name: Clemxy Dentistory Genius
Business Type: Premium Dental Clinic
Location: Banana Island, Lagos, Nigeria
Business Quirks:
Solo dentist managing a busy practice
Limited administrative support
High volume of appointment inquiries
Frequent patient no-shows
Significant time spent on scheduling, reminders, and follow-ups
Problem Solved (One Line):
I built an AI-powered appointment concierge that automatically converts patient inquiries into confirmed bookings while eliminating the clinic's manual scheduling, reminder, and follow-up workload.
Project Built With Lovable:
https://pixel-perfect-display-2164.lovable.app/
Demo Video:
Attached – Patient journey walkthrough from inquiry to confirmed booking.
Build Process Video:
Attached – Behind-the-scenes walkthrough showing how the solution was designed and built in Lovable.
LinkedIn Post:
https://lnkd.in/p/etn23YDu
Solution Highlights
AI Receptionist
Real-time appointment booking
Automated confirmations
WhatsApp, SMS, and Email reminders
Self-service rescheduling
Lead recovery automation
Clinic performance dashboard
No-show reduction workflow
Built entirely in Lovable to demonstrate how AI can automate appointment-based businesses and help owners spend less time on administration and more time serving customers.
@Lovable #lovablechallenge #AI #Automation #HealthcareTech #DentalTech #NoCode #VibeCoding #BusinessAutomation #BuildInPublic #ClemxyTech
Meet Tendly: a simpler way for small businesses to turn interest into confirmed appointments.
Set up your services, working hours, and deposit requirements, then share one simple booking link. Your customers choose a service, pick an available time, enter their details, and pay their deposit. Once payment is verified, the booking is confirmed and added to your schedule.
No customer account needed. Just a clear journey from discovering your business to securing their next appointment. Tendly brings your bookings together, giving customers convenience and your business more clarity.
Tendly. Booking made beautiful.
Dedicated to the children of Palestine.
