Section 08
Operations & Technology
AI-first operations: own the brand, automate the rest
TL;DR
The founder works 4-5 hours a day. AI does everything else — writing ads, answering customer questions, creating content, tracking finances. We don't build our own medical or pharmacy systems. We plug into existing platforms (like Uber uses drivers it doesn't employ). Doctors, prescriptions, and drug manufacturing are all handled by licensed partners. We own the brand, the app, the customer relationship, and the AI that runs the daily operations.
BioForge is built AI-first from day one. Every function that can be automated is automated. The operational philosophy: own the brand and customer relationship, outsource everything regulated, automate everything repetitive.
Technology Stack
Frontend / Website
Marketing site, patient portal, checkout flow
Backend / API
Application logic, data storage, payment processing
Telehealth Integration
Physician network, prescription management, compliance
Pharmacy Integration
Order routing, fulfillment tracking, delivery management
AI Operations
Customer service, content creation, business intelligence
Marketing Tech
Ad management, creative generation, conversion tracking
Customer Service
Automated support, human escalation for complex issues
Compliance
Data protection, advertising compliance, regulatory tracking
Telehealth Infrastructure Partners
CareValidate
Atlanta, GATelemedicine-as-a-service: physician network, prescription processing, pharmacy fulfillment, shipping logistics, regulatory compliance
Validation
Powers Medvi ($1.8B run rate). Proven at massive scale.
Risk
Single point of dependency. Must have backup partner.
OpenLoop Health
United StatesLicensed clinician network, prescription management, state-by-state compliance
Validation
Major telehealth infrastructure provider. Used by multiple DTC health brands.
Risk
Data breach in January 2026 exposed 1.6M patient records. Multiple class-action lawsuits alleging HIPAA violations. Must assess data security posture.
Wheel
Austin, TXClinician network, virtual care infrastructure, EHR integration
Validation
Powers 25+ virtual care programs. $150M+ VC raised.
Risk
Less proven at Medvi-scale volumes.
Pharmacy Partnership Strategy
Partner with 2-3 existing 503A/503B compounding pharmacies. Volume-based pricing agreements. Evaluate quality, speed, and cold-chain capabilities.
Negotiate exclusive or preferred-partner agreements based on volume. Target 30-40% reduction in COGS through volume discounts.
Evaluate vertical integration: obtain own 503B outsourcing facility license. Capital-intensive but dramatically improves margins (COGS drops from 25% to 10-15%).
Cold Chain Requirements
Peptides require 2-8°C cold chain for injectable formulations. Partner pharmacies handle packaging with insulated boxes and cold packs. Overnight/2-day shipping standard.
Customer Service Model
AI Chatbot (80% of inquiries) — handles order status, dosage questions, refill scheduling, FAQ. Powered by Claude with strict guardrails (no medical advice, no price hallucinations).
Human Account Managers (15% of inquiries) — handles billing disputes, complex questions, cancellations. Goal: turn cancellation requests into retention.
Medical Team Escalation (5% of inquiries) — routed to telehealth partner for medical questions, side effects, dosage adjustments.
⚠ Lesson from Medvi: Medvi's AI chatbot hallucinated drug prices and non-existent product lines. BioForge will implement strict response boundaries, human-in-the-loop for pricing, and regular bot testing.
Founder Tasks (Human)
- • Review daily metrics dashboard (revenue, new customers, churn, CAC)
- • Approve/review AI-generated ad creative batches
- • Handle escalated customer service issues
- • Coordinate with telehealth and pharmacy partners
- • Strategic planning, market analysis, competitive monitoring
AI-Automated Tasks
- • Ad creative generation and A/B testing
- • Customer onboarding and follow-up emails/SMS
- • Chatbot customer service (Tier 1)
- • Social media content creation and scheduling
- • Financial reporting and analytics
- • Inventory alerts and reorder triggers