How FluentC Translates Smarter, Faster, and More Affordably

Understand the tech behind FluentC’s batch and real-time translation services — and how agents and workflows plug right in.

Two Modes to choose from

Batch Mode

Real-Time Mode

Input Received
From API, agent, or automation tool
Input Received
Language Auto-Detected
If source not specified
Language Auto-Detected
Memory Match Check
Reuse or retranslate
Memory Match Check
Translation Performed
Based on mode
Translation Performed
Response Delivered
Via polling or webhook, instant for real-time
Response Delivered

n8n + Zapier

Use HTTP Request node to send batch or real-time jobs

LangChain / OpenAI Functions

Use FluentC as a tool for translate() actions

Frontend / JS Agents

Translate UI, JSON, or chat messages live

Why Translate the Same Thing Twice?

  • FluentC caches all translations
  • Automatic memory matching (phrase-level)
  • Consistency across your app and content
  • Reduce cost and latency

Webhook or Polling?

Webhook Mode: Receive POST when translation finishes

Polling Mode: Periodically check status of job via GET endpoint

Start Translating with FluentC

Real-time power and batch scale. Built for the AI future.