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SigmaTL Studio is a unified enterprise ecosystem combining Whisper AI multimedia subtitling, CAT translation with synchronized PDF/Excel preview, 12-rule deterministic QA, and autonomous AI batch corrections.
Everything localization engineers, translation project managers, and enterprise QA teams need to deliver broadcast-ready, compliant translations at scale.
Transform video file into precision-timed subtitles. Automated Whisper transcription combined with an interactive timeline delivers micro-second timing control.
An enterprise segment translation workstation featuring side-by-side editing paired with live, synchronized document previews for PDFs and multi-sheet Excel/CSV files.
Stop human error before delivery. Run comprehensive deterministic checks across 12 rule categories or engage semantic linguistic AI models to review nuance and tone.
Connect directly with Google Drive, Dropbox, and OneDrive. Seamlessly import project deliverables and integrate securely with external Document Management Systems via one-time tokens.
A dedicated intelligent workstation to extract domain-specific technical terms, proper nouns, and specialized vocabulary directly from unstructured enterprise documents with automated confidence scoring.
Complete visibility into localization velocity and linguistic quality. Drill down into historical job logs, pass-rate donut visualizers, model usage audits, and filterable run timelines.
Streamline multi-team translation pipelines. Create, schedule, and assign tasks with integrated file browsing across Google Drive, Microsoft OneDrive, Dropbox, and local storage.
Centralized control plane for enterprise compliance. Manage users, allocate AI token quotas, configure multi-provider API keys, and maintain an immutable audit trail for complete security compliance.
Every segment is inspected by our rigorous multi-check validation pipeline, protecting brand reputation and formatting compliance.
Validates inline XML/HTML tags and system variables to ensure identical structure between source and target.
Flags discrepancies in numbers, decimal points, monetary formats, and measurement units across segments.
Enforces approved terminology from bilingual glossaries and flags unauthorized translation variants.
Detects restricted vocabulary, competitor names, or non-compliant terminology based on client guidelines.
Multi-language spellcheck engine verifying grammar, accents, and local dialect requirements.
Ensures closing periods, quotation marks, colons, and hyphens match the source structure.
Monitors character and word growth to prevent target text from breaking UI and subtitle reading speed.
Alerts when target text is empty or identical to the source without being marked as Do-Not-Translate.
Identifies accidental double spaces, leading/trailing spaces, and broken line breaks.
Validates website links, email formats, and parameter strings within localized text.
Detects missing sentences or excessive text truncation between source and target segments.
Employs LLMs to detect tone deviations, subtle hallucinations, and contextual mistranslations.
From raw media and bilingual files to verified, published localized content.
Upload bilingual files, documents, or video directly or import from Google Drive, Dropbox, or OneDrive.
Speech-to-text transcription via Whisper AI models and neural document translation via NLLB-200 and LLMs.
Side-by-side segment translation with synchronized PDF/Excel preview or waveform timeline subtitle editing.
Deterministic rule validation, automated batch AI fixes, and multi-format export (.srt, .vtt, .xlsx, .xliff).
Plug-and-play compatibility with enterprise document formats and industry-leading generative AI providers.
Native import, segment extraction, and export compatibility across multimedia and industry CAT formats.
Dynamic AI provider configuration with real-time model resolution and custom prompt engineering.
Join enterprises, localization agencies, and media teams scaling quality translations and video subtitles with SigmaTL Studio.
D&B Registered Company