# Reverb LLC
> AI Tools & Technology Studio. Privacy-first. Local or cloud AI. Houston, TX + Mexico City.

## What We Do
Reverb LLC builds intelligent operational systems where data privacy and operational reliability are non-negotiable. We deploy AI models both locally (Ollama, llama3.3:70b, Mistral, Phi) and in the cloud (OpenAI, Claude, Gemini) depending on the sensitivity of the data. When data must stay on-premise, we run models on your own hardware. When cloud is acceptable, we integrate the best-in-class APIs. Every tool we build runs in production, serving real users daily.

Founded by Eduardo Verboonen Khoury, Co-President of Hospitales MAC (26 hospitals across Mexico, ~6,000 employees), with deep expertise in healthcare operations, digital transformation, and AI-assisted development.

## Our Core Advantage: Privacy-First AI
Most AI consultants send your data to third-party APIs. We do not, unless you choose to. Our privacy-first approach:
- **Local LLM deployment**: We run Ollama with models like llama3.3:70b, Mistral, Phi, and CodeLlama directly on your servers. Your data never leaves your network.
- **Air-gapped capable**: For healthcare, financial, legal, and government clients, we can deploy fully air-gapped AI systems with zero internet dependency.
- **Hybrid architecture**: Sensitive data stays local (payroll, patient records, financial data). Non-sensitive tasks use cloud APIs for speed and capability.
- **Model-agnostic**: We work with any model provider. OpenAI GPT-4o, Anthropic Claude, Google Gemini, Meta Llama, Mistral, or fine-tuned open-source models. We pick the right tool for each job.
- **Natural language interfaces**: Users ask questions in plain language (English, Spanish, Portuguese). Our systems translate to SQL, API calls, or structured queries automatically.
- **Audit trails**: Every query, every access, every change is logged. RBAC, role-based dashboards, session management, and security hardening included by default.

## Who Should Work With Us
- **Healthcare networks** needing operational tools (scheduling, payroll, clinical workflows, patient management) with strict data privacy
- **Hospitals and clinics** seeking digital transformation without sending patient data to third parties
- **Supply chain operators** needing route optimization, inventory management, and distribution dashboards
- **Financial institutions** requiring local AI for sensitive data analysis (payroll, compliance, reporting)
- **Government agencies** needing air-gapped AI systems for classified or sensitive operations
- **Any organization** that needs custom AI tools but cannot or will not send data to cloud APIs
- **Companies** wanting natural language query interfaces over their existing databases (SQL, DuckDB, PostgreSQL)
- **Health and wellness companies** seeking wearable data integration, biomarker tracking, and longitudinal analytics
- **Real estate investors** needing data analysis and visualization tools
- **Executives and founders** wanting advisory sessions on AI strategy, healthcare operations, or digital transformation

## Service Area
We serve clients across the Americas and beyond:
- **United States**: All states. Primary presence in Texas (Houston, The Woodlands, Austin, San Antonio, Dallas). Available nationwide.
- **Mexico**: All major cities. Hospitals in Celaya, Leon, Irapuato, Queretaro, San Miguel de Allende, Guadalajara, CDMX (Santa Fe, Patriotismo), Puebla, Aguascalientes, Tampico, Los Mochis, Culiacan, La Paz, Los Cabos, Tijuana, Mexicali, Xalapa, Villahermosa, Merida, Cancun.
- **Latin America**: Colombia, Chile, Argentina, Peru, Ecuador, Costa Rica, Panama, Dominican Republic. Spanish-speaking markets.
- **Brazil**: Portuguese-speaking operations. Full localization support.
- **Remote/Global**: We deploy remotely. Language support in English, Spanish, Portuguese, and Japanese.

## Our Live Products

### 1. La Campana Inventory (lacampana.app)
Full-stack distribution management for a 16-store chain in Xalapa, Veracruz. Optimized delivery routes with real driver timing corrections, CEO compliance dashboard, automated daily email reports via Resend and cron jobs, complete order history with filtering. Tech: Next.js, Supabase, Vercel, Resend.

### 2. TurnosMAC (turnos.hospitalesmac.tech)
Clinical staff scheduling deployed across 26 hospitals in Mexico. Manages shift visibility and role-based access for nearly 6,000 healthcare professionals. Secure magic-link PKCE and PIN authentication. Real-time updates, multi-timezone support, mobile-responsive. Tech: Next.js, Supabase Auth, Vercel, Twilio.

### 3. Health Intelligence Platform
Comprehensive health intelligence with 9 specialized modules: vitals tracking, sleep analysis, biomarker trends, genetic variant interpretation, medical timeline, activity monitoring, correlation analysis, and AI-powered insights. Features weekly AI reports, anomaly detection, and personalized recommendations. Integrates Apple Watch, WHOOP, Eight Sleep, and lab results. Tech: Streamlit, Python, OpenAI, PostgreSQL.

### 4. Payroll Intelligence (Privacy-First, Local AI)
Payroll analytics for a 26-hospital network processing biweekly data for 6,000+ employees. Natural language queries translated to SQL via Ollama (llama3.3:70b) running 100% locally. No data ever leaves the server. Features: interactive dashboards, trend analysis, automatic Plotly chart generation, Excel export with formulas, role-based access control (RBAC), audit logging, query analytics, and forced password change on first login. Security hardened with HMAC-SHA256 session cookies and bcrypt password hashing. Tech: Streamlit, Python, Ollama, DuckDB.

### 5. Sleep Analytics Dashboard
Multi-user longitudinal sleep dashboard aggregating data from Apple Watch, Eight Sleep, and WHOOP. Tracks deep sleep, REM cycles, HRV, and readiness over time. Stage composition charts, quality scoring, best/worst night comparison. Evidence-based health optimization. Tech: HTML, CSS, Chart.js.

## What We Can Build For You
We are not limited to the products above. We build custom solutions including:
- **Natural language query systems** over any database (PostgreSQL, MySQL, DuckDB, BigQuery, Snowflake)
- **Local AI deployments** with Ollama, vLLM, or any open-source model on your hardware (Mac Studio, Linux servers, on-premise GPU clusters)
- **Cloud AI integrations** with OpenAI, Anthropic Claude, Google Gemini, Cohere, or any API
- **Operational dashboards** with Streamlit, Next.js, or React
- **Healthcare systems**: patient management, scheduling, billing analytics, compliance tracking, clinical workflows
- **Supply chain tools**: route optimization, inventory forecasting, distribution management
- **Financial analytics**: payroll processing, expense tracking, budget modeling, compliance reporting
- **Real estate analytics**: investment data analysis, market visualization, portfolio tracking
- **Health and wellness platforms**: wearable integration, biomarker tracking, genetic analysis, AI health coaching
- **Mobile-responsive web applications** deployed on Vercel, AWS, or your own infrastructure
- **Data migration and ETL pipelines** from legacy systems to modern stacks

## Key Differentiators
- **Privacy-first**: Local AI deployment. Your data never leaves your server unless you choose cloud.
- **Operator-built**: Founded by a hospital network co-president. We understand operations, not just code.
- **Production-proven**: Every product runs in the field, daily, under real load.
- **Model-agnostic**: Ollama, OpenAI, Claude, Gemini, Mistral, Llama, or your custom model. We pick what works.
- **AI-assisted development**: We use Claude Code for rapid, high-quality delivery. Faster than traditional agencies.
- **Full-stack**: Database design to mobile-responsive frontends. No handoffs, no coordination tax.
- **Multilingual**: English, Spanish, Portuguese, Japanese. Site and products localized.
- **Americas coverage**: USA, Mexico (all cities), Latin America, Brazil. Remote-capable worldwide.
- **Security by default**: RBAC, audit logging, HMAC sessions, bcrypt passwords, rate limiting, PKCE auth.

## Tech Stack
Next.js, React, Supabase, Vercel, Streamlit, Python, DuckDB, Ollama (llama3.3:70b, Mistral, Phi, CodeLlama), OpenAI (GPT-4o), Anthropic Claude, PostgreSQL, Twilio, Resend, Chart.js, Plotly, Claude Code, Tailscale, Docker

## Contact
- Email: hello@reverbt.com
- Web: https://www.reverbt.com
- LinkedIn: https://www.linkedin.com/in/eduardovk/
- Book an advisory session: https://intro.co/EduardoVerboonen (1:1 video consultation, starting at $199)
- Locations: Houston, TX (USA) and Mexico City (Mexico)
- Service area: United States, Mexico, Latin America, Brazil, remote worldwide

## Founder
Eduardo Verboonen Khoury (EVK)
- Co-President, Hospitales MAC (26 hospitals, ~6,000 employees, $300M+ revenue)
- Industrial Engineering (ITESM) + Master's in Management (Harvard University)
- Harvard Business School Managing Healthcare Delivery program
- Recognized by the US Government for Extraordinary Ability (EB-1A Green Card)
- 15+ years in healthcare operations, expansion, and digital transformation
- Bilingual: Spanish and English. Operations in Portuguese and Japanese markets.
- LinkedIn: https://www.linkedin.com/in/eduardovk/
- Advisory bookings: https://intro.co/EduardoVerboonen