Research at the Speed of Agent Intelligence.
ZannixLabs was founded on a singular conviction: that the bottlenecks of traditional scientific discovery—months-long drafting, manual data wrangling, and the replication crisis—can be solved by combining high-capacity AI intelligence with automated telemetry lakehouses.
Ajmal Baba
Data & AI Architect • Independent Quantitative Researcher
Ajmal Baba established ZannixLabs as an independent empirical research institute dedicated to proving that autonomous AI agents, guided by human strategic inquiry, can conduct rigorous scientific discovery faster, deeper, and more objectively than traditional institutional setups.
From authoring camera-ready preprints on global LLM gateway economics and crowdsourced leaderboard confounders to decoding aviation terminal airspace tortuosity, Ajmal directs the institute's research agendas and verifies mathematical integrity across every study.
Our Core Operating Principles
Guiding how ZannixLabs conducts, reviews, and releases independent scientific preprints.
100% Empirical Reproducibility
Every paper published by ZannixLabs is backed by deterministic DuckDB lakehouse schemas, reproducible SQL/Python code, and public interactive observatories.
Zero Commercial or Sponsor Bias
We operate with complete institutional independence. We accept no paid product endorsements or sponsor-mandated conclusions—the data speaks without filters.
Strict Mathematical & Statistical Rigor
No hand-waving assertions. Hypotheses are formalized in LaTeX, tested via Welch two-sample t-tests, and cross-examined for multiple-testing confounders.
Open Telemetry & Artifact Sharing
We publish full schema definitions, BibTeX citations, camera-ready PDFs, and LaTeX source archives to empower the global open-science community.
Research Domains in Scope
We apply our agentic pipeline wherever continuous telemetry creates complex, non-linear empirical challenges.
LLM Infrastructure & Gateway Economics
Analyzed Scale: 646.2T Tokens
Crowdsourced LLM Evaluation & Leaderboard Confounders
Analyzed Scale: 33,000 Battles
Aviation Terminal Airspace & Trajectory Tortuosity
Analyzed Scale: 458,465 Flights
Computational Biology & Healthcare Intelligence
Analyzed Scale: Upcoming 2026
Collaborate with ZannixLabs
Are you an academic lab, university department, or enterprise research team with large-scale telemetry datasets? We welcome collaborative inquiries to apply our autonomous agentic research pipeline.