Technology & AI

25+ engineers & researchers. IIT to FAANG.

IIT graduates, ex-FAANG engineers, and published ML researchers who build the systems AI is trying to replace. We evaluate technical AI with people who write production code daily — not crowd workers reading a rubric.

Discuss Your Project
1,200+
Annotated technical prompts delivered
12+
Programming languages covered
96.9%
Accuracy on code correctness annotation
3.6x
Avg. annotators per data point
Our Expert Pool

Who evaluates your data

IIT alumni (Bombay, Delhi, Madras, Kanpur) with ML research backgrounds
Ex-FAANG and top startup engineers with systems-level expertise
Published AI/ML researchers with NeurIPS, ICML, ACL papers
Full-stack architects who’ve scaled to millions of users
Security researchers and red-team specialists
What We Deliver

Technology annotation capabilities

Code Generation Evaluation

Expert engineers scoring AI-generated code for correctness, efficiency, security, and idiomatic quality across 15+ languages.

Model-on-Model Evaluation

Research scientists grading AI evaluator outputs, calibrating automated scoring against expert human judgment.

Security & Vulnerability Annotation

Red-team specialists annotating AI-generated code for OWASP vulnerabilities, injection risks, and supply chain issues.

Technical Documentation QA

Evaluating AI-generated API docs, architecture explanations, and technical writing for accuracy and completeness.

System Design Reasoning

Scoring AI responses to system design questions against senior engineer ground truth — scalability, trade-offs, patterns.

RLHF for Coding Assistants

Side-by-side preference ranking of AI code completions, debugging suggestions, and refactoring advice by senior engineers.

Compliance
SOC 2 Type IIGDPR CompliantNDA All ExpertsISO 27001Air-Gapped OptionsOn-Prem Delivery

Need technical AI evaluation data?

Tell us about your project. We'll match you with the right engineers.

Get in Touch