Media & publishingReference pipeline design for converting ~200 books (100–300 pages each) into studio-grade audiobooks with English and Indian language support.
Evidence produced
Reference architecture · 200-book pilot scope · two-stage QA design
Media & publishing12,000 national news sentences labeled to a strict six-type schema, with checker validation on every entity.
Evidence produced
94% annotation accuracy · 72,000 entity labels · 9-day delivery
Media & publishing9,973 text reviews labeled with language identification and ISO code mapping across 13 supported languages.
Evidence produced
98% annotation accuracy · 19,946 labels · 2-day delivery
Healthcare20,000 patient records annotated with seven structured metabolic health outputs per record, validated through maker-checker QA.
Evidence produced
96% annotation accuracy · 140,000 labeled fields · 8-day delivery
Finance & accounting4,260 invoice images annotated with tight value-only bounding boxes across eight structured fields.
Evidence produced
4,260 images · 8 fields per image · 5-day delivery
Trust & safety8,539 bilingual synthetic text items classified into five harmful-content categories with double-blind validation.
Evidence produced
92% annotation accuracy · 8,539 labels · 2-day delivery
Autonomous driving4,564 traffic light images annotated with one tight bounding box per visible traffic light instance.
Evidence produced
14,272 bounding boxes · 4,564 images · 3-day delivery
Finance & accounting4,175 invoice images QA-validated across eight structured fields using AI-first single-pass extraction.
Evidence produced
33,400 verified fields · 4,175 images · 3-day delivery
E-commerce & consumer1,465 e-commerce product URLs annotated with eight structured fields per record, validated through maker-checker QA.
Evidence produced
11,720 validated fields · 1,465 URLs · 4-day delivery
Finance & accounting1,489 invoice images annotated with tight value-only bounding boxes across nine structured fields.
Evidence produced
1,489 images · 9 fields per image · 1-day delivery
E-commerce & consumer19,865 customer reviews annotated with Sentiment, Rating (1–5), and multi-label Topic Tagging under a fixed taxonomy.
Evidence produced
92% annotation accuracy · 59,595 structured labels · 3-day delivery
Media & publishing1,087 sentences labeled with Genre and Sub-Genre under a fixed taxonomy, with checker validation on every record.
Evidence produced
90% annotation accuracy · 2,061 validated labels · 2-day delivery
Design partners get reference rights & a documented evidence story. Start with the one-hour Compliance Review.
Certifications & readiness
