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AI Data Services & Human-in-the-Loop AI

Intelligence
in Balance

— Tawāzun Intelligence —

India's trusted partner for human-in-the-loop AI workflows. We power AI systems with precision-annotated data, RLHF evaluation, multilingual services, and scalable quality assurance — for 9+ years.

1.8M+Prompt-Response Pairs
2M+Annotation Samples
98%+QC Accuracy
500+Active Specialists
Data Annotation RLHF Evaluation Prompt Engineering LLM Fine-Tuning Support Transcription & Translation Content Moderation Search Evaluation GenAI QA OCR Intelligence Multilingual NLP Computer Vision Labeling Human-in-the-Loop AI Data Annotation RLHF Evaluation Prompt Engineering LLM Fine-Tuning Support Transcription & Translation Content Moderation Search Evaluation GenAI QA OCR Intelligence Multilingual NLP Computer Vision Labeling Human-in-the-Loop AI

Your Trusted AI Data
& GenAI Delivery Partner

Samaadhaan is a specialist AI data services company with 9+ years of experience supporting AI companies, LLM builders, automation labs, and digital innovation teams worldwide.

We specialise in human-in-the-loop AI workflows — combining structured human expertise with technology to deliver annotation, evaluation, and linguistic services that machines cannot replicate alone.

Led by Abdul Bari (Founder & M.D.), our team of 500+ specialists — RLHF evaluators, linguists, annotators, QA reviewers, and CV workforce — consistently achieve 98%+ accuracy across every delivery.

India-based Delivery Global AI Clients NDA Ready ISO-level QC 9+ Years Experience
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Mission

To empower organisations with customised AI, data, and digital solutions that enhance efficiency, scalability, and success in the AI era.

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Vision

To be the world's most trusted provider of human-in-the-loop AI data services — setting the standard for quality, speed, and reliability.

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Values

Innovation, transparency, partnership-first engagement, quality obsession, and a commitment to building long-term relationships — not just delivering tasks.

How HITL AI Works at Samaadhaan

Five stages where human intelligence enhances every AI model we work on.

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Raw Data In

Text, audio, video, image datasets received

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Human Review

Expert annotators label, transcribe and classify

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Model Feedback

RLHF loops — humans score and rank AI outputs

QA Validation

Multi-layer quality checks ensure 98%+ accuracy

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Delivery & Scale

Clean datasets delivered, ready to train smarter AI

Our Core Services

End-to-end AI data services built for the demands of modern LLM, GenAI, and computer vision teams.

LLM RAG EVAL RLHF IN OUT AI CORE

AI & GenAI Services

  • RLHF execution & response quality evaluation
  • Prompt creation, rewriting & comparative scoring
  • LLM fine-tuning support & model evaluation
  • GenAI output safety & factuality review
person vehicle Image · Audio · Video · Text · LiDAR · OCR

Data Annotation & Labeling

  • Image: bounding box, segmentation, keypoint
  • Audio: transcription, speaker diarization, tagging
  • Video: frame annotation & temporal labeling
  • NLP, OCR, geospatial & sensor datasets
हिन्दी عربي EN 日本語 65+ LANG Transcription · Translation · Subtitling · Localization

Linguistic AI Services

  • Multilingual transcription & translation (65+ langs)
  • Subtitling, localization & linguistic QA
  • Domain-specific language validation
  • 100K+ hours of multilingual media processing
SEARCH MODERATE OCR & DOCUMENT AI

Enterprise AI Support

  • Content moderation & safety review
  • Search relevance & ranking evaluation
  • OCR & document intelligence workflows
  • Sentiment analysis & entity labeling
RAW DATA INPUT TIER-1 ANNOTATION QA REVIEW 98%+ ACCURACY 98% QC

Quality Assurance

  • Multi-layer QC validation framework
  • 98%+ accuracy on all deliverables
  • Structured QA audit & review cycles
  • Feedback-driven continuous improvement
def automate(data): model = load_ai() output = model(data) return output # 98%+ accuracy BPO · KPO · Analytics · Automation

Digital & IT Solutions

  • Software development & process automation
  • IT consulting & digital marketing
  • BPO / KPO & business support services
  • Data analytics & project management

Human-in-the-Loop AI — What It Means

Pure machine learning has limits. Models trained without human feedback produce biased, unsafe, or inaccurate outputs. Human-in-the-loop (HITL) AI is the process of embedding trained human experts at every critical stage — annotation, evaluation, correction, and validation.

Samaadhaan is a specialist HITL partner. Our 500+ workforce doesn't just label data — they understand the AI use case deeply and apply domain expertise that no automation can replicate.

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Expert Judgment at Scale

Domain-trained specialists in legal, medical, finance, and general AI evaluate nuanced outputs that algorithms miss.

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RLHF Feedback Loops

We generate and score prompt-response pairs, rank outputs, and create preference data that powers safer, smarter LLMs.

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Structured Quality Gates

Every batch passes through tiered review — annotator → reviewer → QA lead — before delivery.

HUMAN IN THE LOOP DATA INPUT ANNOTATE & LABEL RLHF FEEDBACK QA VALIDATE DELIVER & SCALE

Our Proven Impact

Consistent, quality-first delivery across 9+ years for leading AI and LLM teams worldwide.

1.8M+
High-quality prompt–response pairs delivered for LLM training
2M+
Multimodal annotation samples processed across modalities
10,000+
Hours of medical transcription datasets created
1M+
Total transcription hours delivered across projects
100K+
Hours of multilingual media processing in 65+ languages
98%+
QC-validated accuracy across all deliverables, every time

Our Delivery Workflow

A structured, repeatable process ensuring quality, scale, and continuous improvement.

01

Requirement Alignment

Guideline review, scope definition, and kickoff alignment with your team.

02

Team Selection & Training

Task-specific resource selection and structured onboarding for your project.

03

Controlled Execution

Managed task execution with real-time progress tracking and reporting.

04

Multi-Layer QA

Rigorous quality validation targeting 98%+ accuracy on every output batch.

05

Feedback & Optimise

Continuous improvement cycles incorporating your feedback at every stage.

06

Scale & Deliver

Ramp up effortlessly as your project grows with our flexible workforce model.

Engagement Models

We adapt to your operational and commercial requirements — from quick pilots to full-scale partnerships.

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Pilot

Low-risk pilot to validate quality & fit before scaling.

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Dedicated Team

Trained team focused exclusively on your project.

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Volume-Based

Pay per task — ideal for variable project loads.

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Long-Term Partner

Strategic partnerships with SLAs & account management.

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Fully Managed

End-to-end service — from setup to final delivery.

Clients & Partners

Delivering high-quality AI data projects for teams across the globe — from AI startups to global enterprises.

S Shaip AI Platform
Shaip AI
DF DataForce by TransPerfect
DataForce / TransPerfect
W Wow AI AI Data Services
WowAI
Ai AIx block AI Infrastructure
AIxblock
M MIHUP Conversational AI
MIHUP
G Google via partner
Google (via partner)
Multiple Confidential NDA Clients · GenAI · LLM · Autonomous AI
+ Multiple NDA-Protected Clients in GenAI & LLM

Several engagements are under NDA in the GenAI, LLM, and autonomous AI domains.

Tools & Platforms

Our teams are trained and certified across all major AI data annotation and evaluation platforms.

GoogLoft
Google LoftAI data labeling platform
CVATComputer vision annotation
TM
TaskmonkAI annotation workflow
SHAIP
Shaip AIEnd-to-end AI data platform
PraatSpeech & phonetics analysis
SubEdit
SubEdit ProSubtitle editing & QC
Dash-GTSData labeling & management
LabelboxTraining data platform

What Our Partners Say

Genuine feedback from the organisations we've had the privilege of working with — under NDA where names are protected.

★★★★★

Samaadhaan delivered over 200,000 annotated image samples against tight deadlines — with consistency and accuracy that exceeded our internal benchmarks. Their multi-layer QA process saved us weeks of rework. A dependable partner for computer vision data at scale.

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V. G.

AI Product Lead · AI Data Services Partner
★★★★★

We engaged Samaadhaan for a large-scale RLHF project requiring domain expertise across multiple Indian languages. Their evaluators performed with remarkable accuracy and the turnaround time was impressive. We have extended the engagement three times.

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P. S.

Operations Manager · Global Localisation Platform
★★★★★

What sets Samaadhaan apart is their communication. Real-time reporting, transparent feedback loops, and a team that flags issues before they become problems. Our GenAI evaluation pipeline runs smoother because of their structured delivery.

R. M.

ML Engineering Lead · AI Infrastructure Company
★★★★★

We needed to scale from 10 annotators to 150 within two weeks. Samaadhaan made it happen without any dip in quality. Their India-based delivery model gave us real cost advantage while maintaining enterprise-grade standards across every batch.

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A. K.

Data Strategy Director · Conversational AI Platform
★★★★★

The speech and transcription datasets for our ASR model training were flawless — multiple dialects handled perfectly, metadata structured exactly as required. Abdul Bari's team is one of the very few we trust with our most sensitive data projects.

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S. N.

Head of AI Research · Speech Technology Company
★★★★★

We brought Samaadhaan in for a content moderation and safety evaluation project under strict NDA. Their discretion, data security protocols, and output quality all met our highest standards. A rare vendor that functions as a strategic partner, not just a contractor.

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J. C.

Delivery Lead · Confidential GenAI Organisation

What Sets Samaadhaan Apart

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AI-First Mindset

Every workflow is built for AI training demands — not retrofitted from generic BPO.

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Flexible Scale

500+ specialists ready to ramp up or down based on your timeline.

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NDA & Compliance

Secure infrastructure & NDA-ready for your most sensitive projects.

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Cost-Efficient

India-based delivery at competitive rates without compromising quality.

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Partnership Driven

Transparent, collaborative, long-term relationships — not transactional outsourcing.

The People Behind Samaadhaan

A leadership team with deep expertise in AI data, quality management, and project execution.

👨‍💼

Abdul Bari

Founder & M.D.
👩‍💼

Prathyusha

Sr. Project Incharge
👩‍💼

Muskan Bisht

Sr. Project Incharge
👩‍🔬

Dewanshi Agarwal

Quality Incharge
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Vanshika Bisht

Quality Incharge
👨‍🔬

Rajat Kumar

Quality Incharge
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See Our Actual Work

Browse a curated preview of our deliverables — annotation samples, transcription outputs, RLHF evaluation datasets, and more. Full portfolio available under NDA upon request.

View Work Samples on Google Drive →

Ready to Build Reliable AI Together?

Start with a conversation — tell us about your AI data project and we'll respond within 24 hours.

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Call Us

+91 6305 320 150

Mon–Sat, 9AM–7PM IST

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Location

Telangana, India

India-based · Global delivery

Send Partnership Enquiry →