From waveform to workflow.

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Audio that listens, understands, and speaks.
AI / Audio Intelligence & Voice AI
Modern software doesn’t just look good — it listens. Whether it’s voice commands, real-time transcription, or synthetic speech, audio is a powerful interface for your users and systems alike. We help teams build audio-aware applications, from call analysis to voice assistants, podcast tools to customer support AI. With us, your systems won’t just process sound — they’ll understand it.

What We Build

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Automatic Speech Recognition (ASR)
Real-time or batch transcription of voice input, calls, podcasts, meetings, and more.
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Text-to-Speech (TTS)
Generate natural-sounding voices from text with fine-grained control and emotion tuning.
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Audio Classification & Detection
Detect keywords, tone shifts, silence, music, background noise, or specific sound events.
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Voice Interfaces & Assistants
Enable apps to talk and listen with custom assistants or integrations with Alexa, Siri, or proprietary systems.
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Call & Meeting Intelligence
Transcription, speaker diarization, summarization, sentiment detection, topic extraction.
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Podcast & Content Tools
Audio editing, transcription, captioning, summarization, and AI-powered indexing.
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Accessibility Enhancements
Captioning, transcription, and voice control tools for universal design.
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Streaming Audio Pipelines
Real-time processing with WebRTC, RTP, or low-latency ingest systems.
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Voice Biometrics
Speaker verification, user authentication, and audio-based identity systems.
Frameworks & Tools We Use

  • Whisper, DeepSpeech, NVIDIA NeMo, Wav2Vec, Silero, Coqui
  • ElevenLabs, Amazon Polly, Google TTS, Azure Speech Studio
  • AssemblyAI, Rev.ai, Deepgram, Speechmatics
  • WebRTC, FFmpeg, SoX, RNNoise, VAD, PyDub
  • HuggingFace models for voice + text pipelines
  • Custom finetuning via PyTorch or TensorFlow

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Use Cases We Support

  • Voice UI for mobile and web applications
  • Customer support voice logs → actionable insights
  • Transcription and summarization for media or legal
  • Audio interfaces in healthcare or accessibility tech
  • Podcasts and content creation tooling
  • Compliance monitoring in finance or call centers

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Why Conflict™?

  • We build audio systems that don’t just transcribe — they translate signal into insight.
  • We don’t copy-paste APIs — we design audio intelligence tailored to your stack.
  • Our work bridges voice, text, and vision — perfect for multi-modal systems.

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Our reviews

CI/CD Rebuild: Hands-Off Delivery at Scale

CONFLICT transformed SteadyMD’s brittle deployment workflows into a hands-off CI/CD pipeline that builds, tests, and ships code automatically—with near-zero errors. From chaos to confidence, we engineered a system that deploys everywhere, on demand, with human gates for control.

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SteadyMD – Compliance & Security

SteadyMD turned to CONFLICT to meet HIPAA and SOC 2 demands without derailing velocity. We hardened their production cloud, implemented real DevSecOps, and embedded audit-ready security into every layer—engineering confidence, not just compliance.

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SteadyMD – Custom App Dev & Embedded Team Support

SteadyMD trusted CONFLICT to build and maintain a custom non-core application—fully staffed, fully managed—for over a year. We embedded seamlessly, shipped consistently, and owned the stack until sunset. No hires, no drama, just clean delivery.

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DevCamps: On-Demand Cloud Environments

SteadyMD partnered with CONFLICT to tame chaotic dev workflows. Our DevCamp environments cut deployment lead time by 45%, doubled velocity, and slashed error rates by 80%. From friction came velocity—engineering confidence, built on precision.

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Zonos – PHP SDK Development

Zonos asked CONFLICT to build a PHP SDK developers would actually love. We delivered clean interfaces, clear docs, and hardened endpoints—helping partners integrate faster, with fewer questions and less churn.

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SteadyMD – Production Support & Operations

When SteadyMD needed rock-solid production support, CONFLICT stepped in. From backups to incident response, we stabilized systems, hardened ops, and kept healthcare infrastructure humming. Uptime, confidence, and velocity—all engineered into the platform.

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SteadyMD – Staff Augmentation & Embedded Engineering

SteadyMD embedded CONFLICT engineers to run a non-core application end-to-end for 14+ months. No ramp-up, no micro-managing. Just seasoned devs who shipped, supported, and sunset the system with surgical precision.

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Team One – Cloud, DevOps & SRE Support

Team One LA brought in CONFLICT to harden infrastructure, optimize DevOps, and support SRE initiatives across internal and client projects. We delivered speed, stability, and scalable cloud ops—without the overhead of building it in-house.

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Zonos – API & Web Development

Zonos relied on CONFLICT to build and maintain core APIs and internal-facing UIs that power operational workflows. We delivered durable endpoints, clean interfaces, and production-grade velocity—without creating tech debt.

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Let’s Make Your Software Listen

If your product speaks, listens, or analyzes sound — let’s make sure it does it brilliantly.