The AI talent partner built forfrontier-model quality.
Built on a decade of enterprise staffing expertise, Digitive evolved to meet the defining challenge of our time: delivering the highest-quality human evaluation and annotation for large language models. Our staffing DNA gives us an unmatched ability to recruit, vet, and deploy credentialed specialists — at scale and speed.
Inc. 5000 | 2025
Fastest Growing in America
Inc. Regionals Pacific | 2026
Fastest Growing in Pacific
USPAACC FAST 100 | 2025
Asian American Business Winner
EcoVadis | May 2026
Committed Sustainability Badge
Recognized for exceptional growth, innovation, sustainability, and leadership in AI services and digital technology staffing.
Our Mission
To be the most trusted delivery partner for enterprises building, fine-tuning, and evaluating AI systems — by combining credentialed human expertise with scalable, quality-first operations.
Our Vision
A world where every AI system is trained, evaluated, and improved by people with the knowledge and judgment to make it genuinely useful — not just statistically accurate.
Why teams choose us — and stay.
Most annotation providers sell volume. We sell quality, speed, and expertise — because that's what actually moves your model forward.
PhD, Masters, and graduate-level professionals — not crowdworkers.
Pre-vetted bench ready to deploy. No 6-week ramp-up.
Native and near-native academic specialists across global markets.
Medical, legal, finance, policy, code, marketing, and more.
Multi-layer QA with inter-annotator agreement tracking.
Enterprise-grade security, NDAs, and compliance on every engagement.
Our Core Values
Quality Is the Product
Every annotation, every evaluation, every deliverable passes through multi-layer QA. We don't cut corners to hit volume — because in AI, bad data is worse than no data.
People Are the Edge
Our 2,000+ specialists aren't random crowdworkers. They're PhD, Masters, and graduate-level professionals selected for domain depth, linguistic precision, and analytical judgment.
Speed Without Compromise
We deliver first outputs within 48 hours — not by rushing, but by maintaining a deep bench of pre-vetted, ready-to-deploy specialists across every domain and language we cover.
Radical Transparency
Real-time dashboards. Weekly quality reports. Open Slack channels. You'll always know exactly where your project stands — no black boxes, no surprises.
Enterprise DNA
SOC 2-aligned processes. NDAs on every engagement. Secure annotation environments. We're built for the compliance requirements of Fortune 500 AI programs.
Partnership > Procurement
We don't just fill tickets. We learn your model's weaknesses, adapt our annotation guidelines, and proactively flag quality issues before they become production problems.
A Team That Doesn't Say Impossible
Meet our executive leadership driving innovation in AI and enterprise technology
Krishna Panikar
Founder / CEO
Neha Bhatia
Sr. Vice President - Talent Acquisition
Shawn Casey
Delivery Head
Gaurav Sharma
Vice President Recruitment
Reena Panikar
Manager - HR and Operations
Kavita Rana
Sr. Account Manager - Talent Acquisition
Anuradha Pillai Iyer
Account Manager - Talent Acquisition
Shiv Ghosh
Associate Director - Recruitment
Kanhaiya Kushwaha
Team Lead Recruitment
Mayank Dubey
Team Lead Recruitment
Anant Dhaka
Team Lead Recruitment
Aayushi Singh
Asst Manager - HR and Operations
What Our Clients Say
"Digitive's annotation quality consistently exceeds our benchmarks. Their domain specialists understand the nuance that general crowdworkers miss — which directly improves our model performance."
— VP of AI, Enterprise SaaS Company
"We needed 50 multilingual annotators within a week. Digitive delivered 60 — all pre-vetted, all with relevant academic credentials. The ramp-up speed was unlike anything we'd experienced."
— Head of Data Ops, AI Research Lab
"What sets Digitive apart is their proactive quality management. They flag issues before we even notice them, and their weekly reports give us complete visibility into annotation quality."
— Director of ML, Fortune 500 Tech Company
Ready to work with a team that takes AI quality seriously?
Start with a pilot — from $2,000. See the quality difference for yourself.