AI Data Labeling & Annotation
High-accuracy labeling for computer vision, NLP, spatial computing, and multimodal models. Expert annotators with domain-specific training and built-in QA workflows.
AI & Data Operations
Everything your AI team needs to move faster
From raw data to production-ready training sets — we provide the human expertise and operational infrastructure that AI startups need to scale without bottlenecks.
Training Data Pipeline Operations
End-to-end management of your data pipeline — collection, preprocessing, labeling, validation, versioning, and delivery. Built for ML teams that can't afford data bottlenecks.
Model Validation & QA
Human-in-the-loop review and edge case auditing for AI models. We stress-test model outputs against real-world scenarios to improve reliability before deployment.
Technical Staffing for AI Teams
On-demand specialists embedded directly into your team — data scientists, ML engineers, annotation leads, data analysts, and project managers with AI domain expertise.
AI Operations & Analytics
Operational reporting, KPI tracking, and analytics infrastructure so your AI leadership team always has visibility into data quality, throughput, and model performance metrics.
Rapid Deployment Model
Dedicated teams onboarded in under 4 weeks. We handle recruiting, training, and management so your engineers stay focused on building product, not running ops.
Built for Venture-Backed Companies
You're moving fast. We keep up.
We've built our model specifically around the needs of startups and venture-backed companies — flexible, fast, and structured to scale with your funding rounds.
🌱 Seed & Series A
Get expert data labeling and ops support without the overhead of building an internal team. Focus on your model, we'll handle the data.
- Dedicated annotation team deployed in 2 weeks
- No minimum commitment — scale up or down
- Domain-expert annotators for your vertical
- Flat-fee pricing, no HR burden
📈 Series B & Growth
As your data needs multiply, our operations infrastructure scales with you. Multi-team deployments, complex pipelines, enterprise SLAs.
- Multi-team annotation and labeling capacity
- Pipeline management and versioning
- Quality analytics and audit trails
- Dedicated project manager included
🏢 Enterprise AI Teams
Already at scale but need to augment internal capacity? We embed specialists directly into your workflows and tooling.
- Integration with existing tools (Scale, Labelbox, CVAT)
- Onsite and remote team options
- SLA-backed delivery commitments
🤝 Strategic Partnership
Beyond execution — Trinovation partners with AI companies as a long-term ops partner, providing strategic input on data strategy and team structure.
- Quarterly data strategy reviews
- Hiring and team design advisory
- Vendor and tooling recommendations
- Introduction to our startup network
Client Spotlight
How we helped a $42M spatial AI startup scale their annotation pipeline
Spatial AI · Computer Vision · Retail Tech
Scaling annotation pipelines for a $42M-backed spatial AI leader
A Y Combinator-backed spatial computing startup — now operating across 8 countries with a $42.9M raise from Arena Holdings, TQ Ventures, and Lerer Hippeau — needed to dramatically accelerate their AI data pipeline to support a 550-store rollout with a marquee enterprise retail partner.
Their wearable computer vision platform collected 10x more shelf imagery than competing solutions, but the annotation throughput needed to train their models couldn't keep pace. Every week of delay risked their flagship customer commitment.
Trinovation deployed a dedicated team of spatial data annotators trained on retail shelf imagery, planogram compliance tagging, and 3D spatial mapping. We integrated directly into their pipeline, delivering labeled datasets on weekly sprint cycles — enabling their ML engineers to stay focused on model development and product velocity.
2 wks
Time to First Delivery
30%
Improvement in Model Accuracy
550+
Store Rollout Supported
8
Countries Supported
Industry Verticals
Specialized expertise across three verticals
Beyond AI operations, Trinovation brings deep domain expertise to eCommerce, healthcare, and enterprise staffing.
⚡ eCommerce Operations
For VC-backed Amazon & Shopify acquirers
- M&A due diligence and financial modeling
- Amazon FBA & Shopify management
- Product listing, SEO & PPC campaigns
- Logistics tracking and inventory management
- Bookkeeping and financial reporting
🏥 Healthcare Staffing & CCM
For primary care providers & health centers
- Chronic Care Management (CCM) programs
- Transitional Care Management (TCM)
- Medical billing and coding outsourcing
- Virtual front desk and call center
- $40.39/month per enrolled CCM patient
🧠 Enterprise Staffing
For enterprises needing rapid scale
- Data analysts and business analysts
- Finance, AR/AP, and operations staff
- Software engineers and IT support
- Executive assistants and virtual support
- Flat-fee, no HR burden model
Client Stories
What our clients say
From AI startups to institutional acquirers — here's the impact we deliver.
"Trinovation helped us complete million-dollar FBA acquisitions with confidence. Their flexibility, domain expertise, and speed of execution set them apart from anyone else we've worked with."
"The team at Trinovation is laser focused on service, agility, and impactful outcomes. They're extremely responsive and have become a true extension of our team."
"Trinovation maximized our team's productivity through dedicated analysts and executive assistants. Their white-glove approach made the entire engagement seamless."
"Trinovation helped us flexibly scale our seller operations and meet our growth objectives. Their attention to detail and speed of execution is unmatched."
Leadership
Expert led. Impact focused.
110+ years of combined experience across AI, eCommerce, healthcare, and enterprise technology.
KH
Kenneth Huynh
Managing Partner · AI Strategy, Enterprise Sales & Client Success
PB
Paul Michael Briones
Managing Partner · Operations & Delivery
NT
Nadiia Tysovska
Healthcare Practice Advisor
BW
Brett Wasserman
Partner, Healthcare Practice
OK
Oleksandr Korobov
Partner, Trinovation Labs · AI & Web3
VA
Vlad Andrushenko
Partner, Relationship Director
Get In Touch
Let's scale your AI operations
Tell us about your data challenge. We'll scope a solution and have a team ready to deploy within weeks — not months.
New York HQ
35 W 31st Street, Frnt 1, New York, NY 10001
Email
ken@trinovation.co
Phone
(914) 357-4739
Schedule a Call
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