We Build AI Into Your Business — Not Just Around It
Tranovate integrates AI, LLMs, and intelligent automation into your existing systems. Built by engineers who've done it at Wells Fargo, JP Morgan, and First American — now available to you.
Trusted by teams who've built for
Our founders bring Fortune 500 engineering to every engagement.
Most Companies Are Stuck Between AI Hype and AI Reality
The gap between experimenting with AI and deploying it at scale is wider than most companies expect.
Proof-of-concept graveyard
You've experimented with AI, but nothing makes it to production.
Integration nightmare
Off-the-shelf AI tools don't fit your existing systems, compliance, or data.
Talent shortage
You can't find (or afford) senior AI engineers who also understand enterprise architecture.
That's where Tranovate comes in.
The People Behind Tranovate
Dang Tran
Technical Partner & CTO
Dang brings 15+ years of hands-on engineering at Fortune 500 companies including Wells Fargo, JP Morgan, and First American. He's built AI-powered document intelligence platforms, architected microservices serving 20M+ records, and led modernization efforts across financial services and healthcare. Currently an active contributor to PayMCP, an open-source project enabling AI agents to interact with payment systems. MS in Software Engineering, AWS Solutions Architect, and Upwork Expert-Vetted with 100% job success.
Hoang Tran
CEO
Hoang brings 15+ years of building and scaling businesses across international markets. As CEO of Honhaco and founder of VH Plast, he grew operations to $3M+ in annual revenue, expanded into three countries, and achieved ISO 9001/22000 certifications. A Duke Fuqua MBA with additional specializations in Machine Learning (Stanford/DeepLearning.ai) and Computational Thinking (MIT), Hoang bridges business strategy with technical understanding — ensuring every Tranovate engagement delivers measurable business outcomes, not just code.
Enterprise Engineering. Startup Speed. Global Scale.
Fortune 500 DNA
Our engineers don't just know theory — they've built production systems at Wells Fargo (20M loans), JP Morgan (healthcare payments), and First American (document intelligence). You get that same rigor applied to your business.
US Leadership, Global Delivery
Strategy and architecture from our US-based leadership. Execution supported by our engineering team in Vietnam. You get Fortune 500 quality at a fraction of the cost, with timezone overlap for real-time collaboration.
AI That Actually Ships
We don't build AI demos. We integrate AI into your production systems — with proper error handling, validation pipelines, compliance, and monitoring. Every solution we build is designed to run at scale, day one.
What We Build
From AI-powered automation to enterprise modernization — we deliver production-grade solutions.
AI Integration & Agentic Solutions
- •Custom LLM integration (Claude, GPT-4o, open-source models) into existing workflows
- •Prompt orchestration, intelligent routing, and RAG pipelines
- •Document intelligence and structured data extraction at scale
- •AI agent workflows and tool-use architectures using Model Context Protocol (MCP)
- •Multi-model strategies: choose the right model for each task, avoid vendor lock-in
- •Agentic automation: autonomous AI workflows that reason, plan, and execute
“We built an AI extraction service processing thousands of documents daily at enterprise scale.”
Cloud Architecture & Migration
- •AWS & Azure infrastructure design
- •Serverless architectures (Lambda, EventBridge)
- •Kubernetes orchestration with Terraform IaC
- •Cost optimization and scaling strategy
“We've architected cloud systems serving 20M+ records with 99.9% uptime.”
Microservices & API Development
- •Monolith-to-microservices migration
- •.NET 8/9, Python/Django/FastAPI backends
- •CQRS, Domain-Driven Design, event-driven architecture
- •High-throughput REST APIs at scale
“We've decomposed monoliths into microservices for Fortune 500 companies.”
Legacy Modernization
- •.NET Framework to .NET 8/9 upgrades
- •Database optimization and migration
- •Performance engineering and caching (Redis, OpenSearch)
- •Incremental modernization — no big-bang rewrites
Quality Engineering & DevOps
- •CI/CD pipeline design (GitHub Actions, Azure DevOps)
- •E2E testing with Playwright (BDD)
- •Performance benchmarking with K6
- •Code auditing and architectural review
Full-Stack Development
- •React, Angular, Blazor frontends
- •PostgreSQL, MongoDB, SQL Server backends
- •Real-time and document management systems
- •HIPAA/PCI-compliant application development
How We Work
A proven process that delivers results — from discovery to production and beyond.
Discover
Free consultation. We map your systems, identify AI opportunities, and define measurable outcomes.
Design
Architecture blueprint with clear milestones. You approve before a single line of code is written.
Deliver
US-led engineering, supported by our Vietnam-based team. Daily standups, weekly demos, no surprises.
Scale
We don't just hand off code. We train your team, document everything, and support you post-launch.
Results That Speak
Real projects. Real outcomes. From our own products to Fortune 500 engagements.
Invoice-AI — Intelligent Invoice Extraction
- •AI-powered extraction of invoices from images and scanned documents
- •Automated tax form generation and export using LLM-assisted processing
- •Built with document intelligence pipelines for accuracy at scale
Automated invoice processing from image to tax-ready export
AI Document Intelligence · LLM Integration · Data Extraction
Smart-EMR — AI-Assisted Physical Therapy
- •AI-assisted diagnosis and treatment planning for physical therapists
- •Intelligent EMR system that augments clinical decision-making
- •Streamlined patient documentation and treatment workflow
Reduced documentation time and improved treatment accuracy for PTs
Healthcare AI · EMR Systems · Clinical Decision Support
AI Document Intelligence Platform
- •Built a scalable AI extraction service processing thousands of documents daily
- •FastAPI + prompt orchestration + DocumentDB
- •Automated validation pipelines with enterprise-grade throughput
Reduced manual document processing time by 80%+
FastAPI · OpenAI · DocumentDB · Python
Loan Servicing Platform — 20M Records
- •Architected domain-driven microservices across Loans, Customers, Payments, Notes
- •Built 3 SCRUM teams from scratch
- •Blazor, ASP.NET, Angular, WCF, MongoDB, SQL Server
Served 20M+ loans through high-traffic applications
.NET · MongoDB · SQL Server · Angular
Healthcare Payment Modernization
- •Migrated legacy on-premise healthcare payment apps to cloud
- •AWS S3, EventBridge, RDS with PCI/HIPAA compliance
- •Cross-database execution library for 5+ service modules
Cloud-ready platform with reduced data restoration time
AWS · .NET · PostgreSQL · Healthcare
Frequently Asked Questions
Ready to Put AI to Work?
Book a free 30-minute consultation. We'll map your systems, identify quick wins, and show you what's possible.