Bilingual Source:
Automating Multi-Language Data Workflows with AI-Powered Precision

By orchestrating 170 automated runs per week, the system transforms raw job requests into clean, structured records, delivering consistent matches and high-quality outputs.In a single week, Bilingual Source processed nearly 700 jobs across 170 runs, turning raw inputs into validated, actionable records, all while keeping the process fast, transparent, and reliable.

Aircgc logo
Your hard work and dedication have really helped us out during our first steps with our company's site promotion. We really appreciate all that you do and want to expand and extend our cooperation.
- Alexey Zotov, Managing Director
Air Cargo Green Capabilites S.a.r.l.

The Issue: Multilingual Data Chaos

Each week, hundreds of job requests flowed in — often in different languages, formats, and levels of completeness.

Every request needed to be:
• Validated for accuracy
• Checked for duplicates
Matched and confirmed
The manual process caused:
Delays -> slow turnaround and backlog buildup
Inconsistency -> duplicated or mismatched data
Manual re-entry -> staff time lost on repetitive checks
As the workload grew, the team needed a scalable solution to handle multilingual data with consistency, speed, and zero redundancy.

The Solution: Bilingual Source

Bilingual Source was built as an intelligent data agent that transforms messy, multilingual inputs into structured, verified records—fast.

How it works:
  • Data Intake & Validation: Captures and verifies multilingual job records for completeness and accuracy.
  • Deduplication: Detects and removes duplicate entries automatically.
  • Match Detections: Finds and validates the most relevant matches across multiple languages.
  • Integration: Pushes clean, structured outputs directly into sales and operations workflows.
  • Scalability: Runs hundreds of processes weekly with minimal human oversight.
With this automation, manual checks were replaced by guided workflows that ensure consistency, accuracy, and transparency end-to-end.

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