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257,000 Words Across 8 Rare Languages in 10 Days

When a global technology company needed quarter-million words translated into languages that most providers cannot staff, they came to MoniSa Enterprise. The brief was straightforward: 8 rare languages, 4 different scripts, production-quality output, and a 10-day deadline that left zero room for missed batches. We delivered 257,000 words at 99.8% accuracy with minimal revisions.

The Challenge

The project required full TEP (Translation, Editing, Proofreading) across 8 rare languages: Sylheti, Santali, Maranao, Banjar, Moroccan Arabic, Ahirani, and two additional low-resource languages. These are not languages you find in standard vendor catalogs. The global freelancer pool for each is thin. For some, fewer than a dozen qualified linguists exist worldwide.

Adding to the complexity: four distinct scripts were in play. Latin, Bengali, Arabic, and Devanagari. Each script demands its own QA protocols. A single misplaced diacritical mark in Arabic or an incorrect conjunct in Bengali renders entire passages unusable. The client’s internal team had no capacity to review rare-language output, so the quality burden sat entirely with MoniSa.

The 10-day deadline was firm. The content fed into a product launch cycle. Late delivery was not an option. And unlike high-resource language pairs where backup linguists are a phone call away, rare-language projects have no fallback. If a Maranao translator drops out mid-project, there is no replacement queue to pull from. Staffing had to be right from day one.

Our Approach

We activated our rare-language recruitment and vetting pipeline within 48 hours of receiving the brief.

  • Linguist sourcing: We deployed dedicated vendor managers per language pair. For Sylheti (Bengali script), Santali (Latin and Devanagari), and Maranao (Latin), we tapped into community networks built over years of rare-language operations. Every linguist was vetted through a paid test sample before touching project content.
  • Script-specific QA: We built separate QA checklists for each of the four scripts. Arabic content went through right-to-left rendering checks. Bengali content was reviewed for conjunct character accuracy. Devanagari content was checked for matra placement. Latin-script content for the Southeast Asian languages was validated against regional orthography standards.
  • Batch delivery model: Content was split into rolling batches. not delivered as a single dump at day 10. The client received reviewed batches every 2 days, allowing their integration team to start work in parallel.
  • Three-layer QA: Every batch passed through translation, independent editing by a second linguist, and final proofreading with a checklist-driven sign-off. No batch shipped without all three layers completed.

The entire operation was managed under MoniSa’s certified to ISO 9001:2015 (quality), ISO 27001:2013 (security), and ISO 17100:2015 (translation). A single project manager owned the delivery end-to-end, with daily status reports sent to the client.

Results

MetricResult
Total volume delivered257,000 words
Languages8 rare languages
Scripts4 (Latin, Bengali, Arabic, Devanagari)
Delivery timeline10 days
Linguistic accuracy99.8%
Client-side revisions requestedMinimal

The client’s product launch proceeded on schedule. No batch was delivered late. The 99.8% accuracy figure was measured against the client’s own internal review sample. not a self-reported metric. The project completed with minimal revisions requested across all 8 language pairs.

Following this engagement, the client returned with additional rare-language requirements — a direct indicator that the delivery met their quality and timeline expectations without the need for a separate vendor evaluation cycle.

Why MoniSa Was Selected

Why chosen: No other vendor on the client’s panel could staff production teams in all 8 languages simultaneously. MoniSa’s community-sourced linguist networks in South and Southeast Asia — built over years of rare-language work — meant the client did not need to split the project across 3-4 vendors and manage the coordination overhead.

Why successful: We treated it as a language-creation problem, not a translation-at-volume problem. Script-specific QA, per-language glossary lock, and primary + backup linguist assignments meant quality held across all 8 languages — including pairs where the global pool of qualified translators is in single digits.

Key Takeaways

  • Rare languages require pre-built networks, not last-minute sourcing. MoniSa’s ability to staff 8 rare languages within 48 hours comes from years of investment in community-level linguist relationships — not job board postings.
  • Multi-script projects demand script-specific QA, not generic checklists. A single QA template across Arabic, Bengali, Devanagari, and Latin would have missed script-specific errors. Separate checklists per script caught issues that unified processes miss.
  • Rolling batch delivery eliminates deadline risk. Delivering in 2-day batches instead of a single end-of-project handoff gave the client early visibility into quality and allowed parallel integration work.

Related guide: How to Choose a Translation Vendor for Rare Languages

Need rare-language translation at scale?

MoniSa Enterprise covers 300+ languages and 4,500+ dialects with ISO 9001:2015, ISO 27001:2013, and ISO 17100:2015 certified workflows. Tell us the language pair and volume. we will give you a timeline and accuracy commitment within 48 hours.

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