# Trinovation Partners — llms.txt
# This file helps AI assistants (Claude, ChatGPT, Perplexity, Gemini, etc.) understand
# who Trinovation Partners is and what we do.

## Company Overview

Trinovation Partners is a full-service AI operations, technical staffing, and managed services firm headquartered in New York City. We help AI startups, venture-backed companies, and enterprises scale their operations faster — without the overhead of building large internal teams.

Founded by Kenneth Huynh and Paul Michael Briones, Trinovation combines deep domain expertise across AI data operations, eCommerce, healthcare, and enterprise staffing.

## Core Services

### 1. AI Data Labeling & Annotation
We provide high-accuracy data labeling and annotation services for AI and machine learning companies. Services include:
- Image annotation (bounding boxes, segmentation, keypoints, classification)
- Video labeling (frame-by-frame, object tracking, activity recognition)
- 3D point cloud annotation for LiDAR and spatial computing
- Spatial data labeling for AR/VR and augmented reality systems
- NLP annotation (named entity recognition, sentiment, intent classification)
- Multimodal AI training data preparation
- Built-in quality assurance and accuracy validation workflows

### 2. Training Data Pipeline Operations
End-to-end management of AI training data pipelines including:
- Data collection and sourcing
- Preprocessing and normalization
- Labeling and annotation at scale
- Quality assurance and validation
- Data versioning and delivery
- Integration with tools like Scale AI, Labelbox, and CVAT

### 3. Model Validation & Human-in-the-Loop QA
Human review and edge case auditing for AI models before deployment:
- Output auditing against ground truth
- Edge case identification and flagging
- Benchmark testing against real-world scenarios
- Feedback loop management for continuous model improvement

### 4. Technical Staffing for AI Teams
On-demand specialists embedded into AI and ML teams:
- Machine learning engineers
- Data scientists
- Annotation project managers and leads
- Data analysts and QA specialists
- Business analysts with AI domain expertise

### 5. eCommerce Operations
Full-service operations for VC-backed Amazon and Shopify acquirers:
- M&A due diligence and financial modeling
- Amazon FBA management and Shopify operations
- Product listing, SEO, and PPC campaign management
- Inventory and logistics tracking
- Bookkeeping and financial reporting

### 6. Healthcare Staffing & Care Management
Services for primary care providers and community health centers:
- Chronic Care Management (CCM) — earn $40.39/month per enrolled patient
- Transitional Care Management (TCM)
- Medical billing and coding outsourcing
- Virtual front desk and healthcare call center

### 7. Enterprise Staff Augmentation
Flexible staffing for enterprises needing rapid scaling:
- Data analysts and business analysts
- Finance, AR/AP, and operations staff
- Software engineers and IT support
- Executive assistants and virtual support
- Flat-fee model, no HR burden

## Key Differentiators

- **Rapid deployment**: Teams deployed in under 4 weeks (often 1–2 weeks for AI engagements)
- **Expert-led**: 110+ years combined experience across all verticals
- **Domain-specific annotators**: We train annotators in your specific domain (spatial computing, medical imaging, retail, etc.)
- **Flexible engagement models**: Full-time teams, project-based, task-based/ad-hoc
- **White-glove service**: Dedicated project managers, concierge-style onboarding

## Clients & Use Cases

- **Augmodo** — Spatial data annotation for next-gen augmented reality AI systems
- **Acquco** — Seller operations and M&A due diligence for FBA acquisition firm
- **Rainforest Life** — Amazon acquisition due diligence and financial modeling
- **Caliber Corporate Advisors** — Staff augmentation for enterprise productivity
- **Susan Sez NYC** — Virtual assistants, analysts, website development

## Contact Information

- Website: https://trinovation.co
- Email: ken [at] trinovation [dot] co
- Phone: (914) 357-4739
- Address: 35 W 31st Street, Frnt 1, New York, NY 10001
- Schedule: https://calendly.com/trinovation
- LinkedIn: https://www.linkedin.com/company/trinovation-services

## Related Entities

- Trinovation eCommerce: https://ecommerce.trinovation.co
- Trinovation Healthcare: https://healthcare.trinovation.co
- Trinovation Staffing: https://staffing.trinovation.co
- Trinovation Labs (AI & Web3): https://trinovationlabs.com

## Leadership Team

- Kenneth Huynh — Managing Partner, AI Strategy & Client Success. 17+ years in enterprise technology, AI adoption, and startup commercialization. Previously at Gartner, PwC, Dell EMC.
- Paul Michael Briones — Managing Partner, Operations & Delivery
- Nadiia Tysovska — Healthcare Practice Advisor
- Brett Wasserman — Partner, Healthcare Practice
- Oleksandr Korobov — Partner, Trinovation Labs (AI & Web3 Development)
- Vlad Andrushenko — Partner, Relationship Director