AI
Indika/
Solutions
Data collection & curationAnnotation & labelingHuman feedback & evaluationData infrastructure & deliveryData quality monitoringSpecialized expert network
Industries
Healthcare & Life SciencesLegal & ComplianceFinancial ServicesAutonomous & MobilityRetail & E-commerceMedia & EntertainmentGovernment & Public SectorDeveloper Tools & Code
MediaAboutExperts
Partner with usBook a demo
MEDIA & INSIGHTS

News, research and perspective from a data company.

Where we've been covered, what we're publishing, and how to stay ahead of the data-centric AI conversation.

RLHF & Alignment
Research & practitioner notes
Industry Deep Dives
Sector-specific case studies
Product Updates
What's new on the platform
Company News
Milestones & announcements
As featured in
YourStory
INDIAai
The Economic Times
Analytics India Mag
TechCircle

Recent coverage

INDIAai · 2024
How high-quality data annotation shapes the AI world
Indika leadership on the data-quality bottleneck limiting enterprise AI adoption.
YourStory · 2023
Inside the workforce powering India's AI training-data boom
A look at how Indika built a 60,000-strong annotation and expert network.
GPAI Summit Coverage · 2024
New Delhi Declaration: industry voices on responsible AI
Indika AI among the voices backing safe, secure and trustworthy AI standards.
LAB32 Cohort
Selected by T-Hub & Hexagon AB from 230+ applicants for India's longest-running market-readiness program.
GPAI New Delhi Summit
Participated in discussions around the GPAI New Delhi Declaration on safe, secure AI.
ISO & SOC 2
Independently certified and audited security and quality controls since our earliest enterprise programs.
RESEARCH & WHITEPAPERS

Original research on where data quality is heading.

AllRLHFIndustryComplianceProduct
WHITEPAPER · 24 PAGES
The State of Human Feedback Data, 2026
Survey of 40+ AI teams on how RLHF and evaluation budgets are shifting toward domain-specialist review.
By Indika R&D Team · RLHF Research Group
Read report →
RESEARCH BRIEF · 12 PAGES
Why Domain Experts Outperform Generalists on High-Stakes Data
Comparative accuracy data across healthcare, legal and financial annotation tasks.
By Dr. Meera Iyer · Clinical AI Lead
Read report →
WHITEPAPER · 18 PAGES
Building a Compliant Data Pipeline for Regulated Industries
A practical framework for ISO, SOC 2 and GDPR-aligned annotation programs.
By Indika Trust & Security Team · Compliance Group
Read report →
RESEARCH BRIEF · 14 PAGES
Benchmarking Red-Teaming Programs Across 20 Frontier Labs
What separates adversarial evaluation programs that find real vulnerabilities from ones that don't.
By Priya Deshmukh · Head of AI Safety
Read report →
INDUSTRY REPORT · 16 PAGES
Healthcare AI Data Readiness Report, 2026
Where hospital systems and telehealth platforms stand on clinical data quality.
By Dr. Meera Iyer · Clinical AI Lead
Read report →
WHITEPAPER · 20 PAGES
GDPR and Cross-Border Annotation: A Practical Guide
Data residency, workforce access and audit trail requirements for EU-facing programs.
By Indika Trust & Security Team · Compliance Group
Read report →
Show more ↓
FROM THE BLOG

Practitioner notes on data, RLHF and the AI-infrastructure market.

AllGuidesRLHFIndustryComplianceProductCompany
Guides
Nov 2026 · 9 min read
Best data annotation companies in India for 2027
Ten India-based annotation partners compared on what they do, where they deliver from and what to check.
IA
Indika AI
Buyer's guide
Guides
Nov 2026 · 9 min read
Best RLHF and human data companies for 2027
Who supplies expert human feedback for LLMs, how they differ, and how to pick a second vendor.
IA
Indika AI
Buyer's guide
Guides
Nov 2026 · 8 min read
Best Indian language speech and text data providers for 2027
Vendors and open datasets for Hindi, Marathi, Bengali, Tamil and other Indian languages.
IA
Indika AI
Buyer's guide
Guides
Nov 2026 · 7 min read
Indika AI vs Scale AI: which data partner fits your team
Ownership, data use, expert supply, certifications and pilots, side by side.
IA
Indika AI
Comparison
Guides
Nov 2026 · 6 min read
How to choose a data annotation partner in 2027: a buyer's checklist
Seven criteria to compare any annotation shortlist on the same terms.
IA
Indika AI
Buyer's guide
Guides
Nov 2026 · 5 min read
Scale AI alternatives: choosing a second data-labeling and RLHF vendor
Six checks for adding an independent second vendor.
IA
Indika AI
Buyer's guide
Show more ↓
NEWSLETTER

The latest in data annotation, RLHF and AI innovation — straight to your inbox.

Trends, case studies and product updates. One email, twice a month. No spam.

AI
Indika/

The data foundation enterprises trust to build reliable AI, since 2021.

Solutions
Industries
Company
For experts
Trust
ISO 27001 & 9001SOC 2GDPR compliant
© 2026 Indika AI. All rights reserved.
PrivacyTerms