Summary

Data Annotation, RLHF, and Human-in-the-Loop for Computer Vision, NLP, and Generative AI

We have been doing this since 2002. Long before AI was the conversation, we were the operations partner behind the data work that makes AI possible. 700+ companies have used TRANSFORM. 95% still come back.

Today, we deliver labeled datasets, RLHF, generative AI training data, and human-in-the-loop services from ISO 27001 and ISO 9001 certified facilities in Surat, India, with headquarters in Austin, Texas.

Why teams choose TRANSFORM:

• Free pilot. Send us a sample. We label it. You decide. Zero commitment.
• 97.8% annotation accuracy measured across delivered projects.
• Founder-led, not founder-listed. Ashfaq and Seema are in every engagement. No account manager rotations.
• On-site full-time annotators. Not crowdsourced. Not remote. Every annotator is NDA-bound, trained, and supervised in secure ISO 27001 facilities.
• 5 business days to project start. Team, tooling, and workflow live in a week.
• One business day response to every inquiry on Clutch.
• 23 years of continuous operations. Through 2008, COVID, and the AI transition. We have not paused once.

Annotation services:

• Image: 2D bounding boxes, polygons, semantic segmentation, key points, OCR
• Video: object detection, action detection, tracking
• 3D: cuboids, LiDAR, sensor fusion
• Text: NER, classification, sentiment, intent, transcription

Generative AI:

RLHF, prompt and response evaluation, red teaming, and fine-tuning data preparation.

Human-in-the-loop:

Model validation, edge case handling, and content moderation.

Industries: Computer vision platforms, eCommerce and retail technology, AI agent training (screen and task recording), and generative AI development.

Certifications: ISO/IEC 27001:2013, ISO 9001:2015.

Send a dataset sample. One business day to a free pilot proposal.