Build Smarter, Ship Faster.
AI-native systems engineered for scale — by builders who've been there.
We're 4BITS: a team of talent engineers who've scaled real-world systems, now helping startups and enterprises build fast, reliable, intelligent platforms.
Our Services
From architecture to deployment, we provide end-to-end solutions.
From clean-slate architecture to legacy rescue missions — we build stable, scalable foundations.
Go beyond chatbots. We build vector-powered, RAG-based systems tailored to your domain.
Validate faster. We help startups de-risk ideas and move from concept to working MVP in weeks.
What We Can Do
Real-Time Speech Processing
We build systems that transform conversations into structured data in real-time. Our speech-to-text solutions deliver under 500ms latency with 95%+ accuracy, even working offline when networks fail. From doctor-patient dialogues to clinical documentation, we turn speech into actionable medical records automatically.
Healthcare AI That Works
Stop wasting hours on manual documentation. Our AI generates SOAP notes, discharge summaries, and clinical reports from conversations — supporting specialties from neurology to orthopedics with ICD-10/SNOMED code mapping. Built for healthcare professionals who need accuracy, not hype.
Enterprise-Grade Architecture
We architect microservices that scale. Our systems handle 1000+ concurrent users without breaking a sweat — event-driven design with Kafka, auto-scaling job queues with BullMQ, and comprehensive observability. HIPAA-compliant by design, with progressive privacy architecture that processes sensitive data locally when needed. Multi-tenant isolation and audit trails that pass healthcare audits.
AI That Gets Smarter Over Time
MLFlow-powered model management with federated learning. Your system improves continuously through doctor feedback — intelligent session recovery, WebSocket streaming, and progressive enhancement that works perfectly even when networks are unreliable. All without compromising patient privacy or data security.
Why work with us
We've built production-grade systems at scale — not just PowerPoints.
We don't bolt AI onto old systems — we architect solutions that are natively intelligent.
Whether you need a prototype in 2 weeks or a full system in 6 months — we move fast and deliver.
About 4BITS
Our Story
4BITS was founded by a team of engineers who brought together their diverse experiences from across the tech industry. We were united by a shared vision: to build high-quality, scalable software and harness the transformative potential of artificial intelligence.
Driven by a desire to move beyond the compromises often found in large corporate environments, we decided to create a company where engineering excellence and innovation are at the core of everything we do.
Meet the Team
The talented engineers behind 4BITS — building smarter systems, one line of code at a time.
Tap Huynh
Tech Lead & Co-founder
Turning ideas into great things. Exploring systems, advising on architecture, and crafting integration solutions. Currently focused on bringing Digital Agents to SMB's systems.
Skills
Domain Expertise
Vo Hoang Long
Co-founder
Full Stack Engineer building scalable web applications. Specialized in modern frontend development and high-performance backend systems. Passionate about optimizing performance and code quality.
Skills
Domain Expertise
Our Technology Stack
We leverage a comprehensive set of modern technologies to build robust, scalable, and intelligent solutions.
Our Projects
Building innovative solutions that transform industries and empower businesses.
Cloud-first hybrid agentic system for real-time medical conversation transcription and documentation
An intelligent AI assistant that captures, understands, and summarizes patient conversations in real-time through cloud-first processing with intelligent client-side enhancement. The system enables healthcare professionals to focus entirely on patient care while ensuring comprehensive, accurate medical records with progressive privacy protection.
Key Features
- •Real-time speech-to-text with <500ms latency
- •Multi-language support (English, Malayalam)
- •Medical entity recognition with ICD-10/SNOMED mapping
- •AI-powered medical report generation
- •Progressive privacy architecture
- •Enterprise-grade microservices architecture
- •HIPAA-compliant by design
- •Batch audio processing with job queuing