Poor accuracy leads to bad automation
Generic Speech to Text models miss context, fail in noisy environments, and can’t adapt to domain-specific terms, resulting in broken workflows and frustrated customers.
Enterprise-grade Voice AI with real-time transcription, comprehension, and action. Built for speed, accuracy, and control.







Most speech-to-text solutions weren’t built for real-time, high-volume voice workflows. They miss words, misidentify speakers, and struggle under pressure, hurting CX, bloating costs, and slowing support.
Generic Speech to Text models miss context, fail in noisy environments, and can’t adapt to domain-specific terms, resulting in broken workflows and frustrated customers.
Slow transcription delays voicebots and human agents. Every lag hurts resolution time and customer satisfaction.
Rigid APIs, limited tuning, and weak concurrency support make it hard to scale cost-effectively or deploy on your terms.
From real-time streaming to language-aware transcription, Fireworks delivers the building blocks for production-grade audio understanding across use cases.
Streaming and pre-recorded audio SKUs for real-time or batch transcription
Diarization and preprocessing to separate speakers and clean audio for accuracy
Multi-language support and translation to serve global teams
Scalable inference with GPU autoscaling and #1 low latency (ArtificialAnalysis.ai, 2024)
Use advanced models like Whisper and Whisper Turbo for best-in-class accuracy and performance
Accelerate customer resolution with real-time, low-latency transcription for faster agent response and automation
Boost accuracy across environments with advanced preprocessing, diarization, and multi-language support
Power voice workflow automation with clean, context-rich transcripts for routing, summaries, and insights
Scale seamlessly to millions of calls with GPU autoscaling and high-concurrency infrastructure
Reduce costs and meet enterprise standards with optimized inference, 4X lower pricing, and secure, compliant deployments
A leading fast food chain improved drive-thru service with Fireworks, achieving 4X faster transcription, higher accuracy, and 4X lower cost. Live in 100+ stores, scaling to 6,000+ by 2026.

From building smart code assistants to scaling inference and reducing time-to-market, Fireworks helps every team ship faster with full control.
Fix bugs faster with inline, context-aware suggestions
Get accurate autocompletions informed by real code context
Edit mid-stream without breaking flow or syntax
Structured outputs enable safer, predictable code edits
Deliver low-latency, scalable inference across high concurrency workloads
Ensure secure, compliant AI workflows for enterprise standards
Optimize model performance and cost efficiency with FireOptimizer
Provide scalable infrastructure with GPU autoscaling and cost controls
Cut cycle time with structured, streaming AI edits
Scale dev productivity without growing headcount
Unlock real-time, syntax-safe autocomplete and fixes
Stay in control: fine-tune, deploy privately, avoid lock-in