AI Agents
Here’s a growing collection of AI agents, multi-agent workflows, and intelligent automation systems we’ve designed and built for real operational use cases.
Clinical Records Summarizer
Converts lengthy clinical documents into structured summaries, highlighting medications, allergies, and risks so healthcare teams can review records faster and with greater confidence.
- Processes CCD, visit notes, PDFs, and XML files
- Highlights medications, allergies, and clinical risks
- Flags interactions, care gaps, and conflicts
- Generates structured summaries with narrative + bullet highlights
Document Extraction Engine
Turns uploaded documents into searchable text and optionally structured JSON using local models, reducing manual extraction and keeping data processing secure.
- Extracts text from PDFs and images page by page
- Enhances rendered pages for improved OCR accuracy
- Converts extracted text into structured JSON using custom prompts
- Provides combined output with navigation and one-click copy
Clinical Operations Translator
Translates raw clinical visit notes into plain-language summaries, task lists with ownership, billing hints, and clear follow-ups while flagging missing or unclear information.
- Generates a plain-language operational summary
- Produces task lists with owner roles and rationale
- Provides billing hints with code legends
- Separates patient vs internal follow-ups
Claims Automation Platform
Processes policy documents and claim submissions to retrieve coverage rules, evaluate claims, and generate structured decision documentation with full audit trail.
- Ingests policy PDFs and embeds clauses
- Processes claim emails and medical documents
- Retrieves policy clauses and adjudicates coverage
- Generates formal claim decision PDF
AI Voice Reception Agent
Answers inbound calls instantly, understands caller intent, books appointments, routes requests, and logs full interaction context automatically.
- Answers inbound calls automatically
- Detects caller intent from speech
- Retrieves answers from knowledge bases
- Books appointments in real time
- Routes calls when human help needed
- Logs transcripts and outcomes
Authorization Automation Agent
Helps clinical teams prepare prior authorization requests and appeal letters by matching medical evidence to payer requirements and generating submission-ready documentation.
- Ingests clinical case details and documents
- Maps medical evidence to payer requirements
- Generates authorization requests and appeals
- Flags missing documentation before submission
Technologies We Use
Agent Frameworks & Orchestration
LangGraph · CrewAI · Mastra · LangChain
AI Models
OpenAI GPT-4 · Claude · Groq-compatible models
Backend & APIs
Node.js · Python · FastAPI · Express.js
Retrieval & Data Layer
Vector RAG · PostgreSQL + pgvector
Frontend & Interfaces
React.js · Streamlit · Web UI frameworks
Document & Processing Tools
PDF.js · pdfplumber · fpdf2
Want to Build a Custom AI Agent?
If you’re exploring how AI agents could automate workflows, coordinate systems, or generate structured outputs for your organization, we can help you design and build a solution tailored to your processes.
