Turn Your AI Prototype into Production-Ready Software with 20+ Years of Multimedia Expertise
You prototyped fast with AI tools. Now bugs, security risks, and poor scaling block growth – especially in real-time video/audio apps. We refactor your vibe-coded codebase into clean, secure, maintainable software that handles load and supports iteration.
Our expertise in real-time multimedia means we fix streaming-specific issues like inconsistent WebRTC logic or high-latency AI features without full rewrites.
We identify bugs, vulnerabilities, and performance gaps in your AI-generated code, focusing on real-time elements that break under stress.
We restructure messy logic into modular, efficient code, optimizing for low-latency streaming and reliable AI integrations.
We patch holes, add comprehensive tests, and ensure compliance, delivering production-ready software that builds user trust and revenue.
Our process turns fragile AI prototypes into dependable systems, especially for real-time video, audio, and AI features.
We start with documenting your goals and end with a codebase that's secure and scalable – without unnecessary rework.
In the end, you get a production-ready app that delivers real value: on time, within scope, and built to last, so you can focus on growth instead of firefighting.
We address common AI-generated issues like inconsistent streaming logic, missing error handling, and unoptimized media pipelines. Our layered approach adds structure while preserving your core prototype.
We stabilize and optimize WebRTC/LiveKit SFU setups for consistent low-latency (sub-500ms) audio/video forwarding, with intelligent TURN/STUN fallback, adaptive bitrate, and packet-loss recovery, eliminating the choppy, unreliable streams common in raw vibe-coded apps.
We modularize and harden STT/LLM/TTS integrations (Deepgram, OpenAI, Cartesia, etc.) with task queues, fallback mechanisms, and latency-aware orchestration, turning inconsistent or crashing AI features into dependable, real-time capabilities.
We implement robust backend services (Node.js or Python) with distributed session tracking, multi-participant handoff logic, and graceful degradation, fixing the state leaks and reconnection failures that plague unrefactored vibe code in group calls or live events.
We enforce end-to-end encryption for media streams, run automated vulnerability scans (OWASP-focused), apply secure token auth, and add data residency controls, closing the gaping security holes typical in quick AI prototypes.
We add comprehensive unit/integration tests for media flows, automated synthetic load testing, distributed tracing (OpenTelemetry), detailed logging, and real-time monitoring, so you catch and fix issues before users do.
From quick MVPs to enterprise platforms, we evolve your vibe-coded app into a robust, production-grade system ready for real users and growth.
Startup 💡
Core features, fast launch.
from
$8,000
from 2-3 weeks
Growth 🚀
Advanced, integrations, optimization.
from
$15,000
from 1.5 months
Enterprise 🏢
High-scale, complex, compliant.
from
$30,000
from 3 months
Perfecting complex real-time video & audio software since day one – reliable custom solutions that deliver real value.
Senior developers, QA, UI/UX designers, analytics – all in-house. We think like product owners, not just coders.
Over 600 completed projects, 100% Upwork Success rate, and 400+ honest clients' reviews. Results you can trust.
We don’t sell prebuilt bots. Every AI video component is designed around your business logic and constraints.
Our systems are tested for peak load, error handling & smooth handoff to human operators.
Our architectures include secure data handling, access control, logging, and audit-ready workflows.
Get the scoop on real-time video/audio, latency & scalability – straight talk from the top devs
We specialize in real-time video/audio apps with AI, like telehealth, streaming, or surveillance systems. If it's multimedia-heavy, we can clean it up.
Yes, we handle WebRTC, LiveKit, AI fine-tuning, and more, ensuring they work reliably post-cleanup..
It depends on scope, but ballparks start at $8,000 for MVPs. We give free quotes based on your needs..
From audit to handover in weeks to months – detailed plan after consultation.
Our focus on real-time systems means faster, more effective cleanups without generic pitfalls.
