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Dataerai

Dataerai

Building Collective Intelligence

Dataerai ("data-array") is building the infrastructure for research data to power autonomous discovery. Our platform transforms fragmented research outputs into machine-ready intelligence, turning data into a powerful driver for innovation and impact. Our goal is to provide the tools needed to deliver an AI-powered scientific revolution.

Platform

Data is the limiting factor in AI-driven scientific progress

While AI hardware, simulation, and compute capabilities are accelerating rapidly, data infrastructure has not kept pace. As a result, much of the world’s scientific data is fragmented, inaccessible, or unusable after it’s created, limiting its impact.

What Dataerai does

  • Secure sharing of multimodal data assets across institutions
  • Reproducible workflows and collaborative AI model development
  • Data banks that can be deployed locally or in the cloud while remaining connected through a shared platform
  • Large, distributed scientific datasets to be structured for training domain-specific AI models

How the Dataerai platform works

Capture data assets

Automatically collect data and metadata from instruments, simulations, and analysis pipelines, with no extra burden on researchers.

Connect and share

Enable secure cross-institution collaboration through trusted authentication and fine-grained access controls to data assets.

Structure AI assets

Convert raw outputs into standardized, AI-ready data assets across multiple formats.

Discover

Using sophisticated graph-based techniques, search across data assets to uncover relevant data across institutions.

Build AI workflows

Train AI models on multimodal datasets to capture patterns, context, and meaning across scientific fields.

Track provenance

Record the lineage of data, code, and results to make every discovery attributable and reproducible.

Solution

One platform. Multiple stakeholders. Shared value.

From individual labs to massive industrial facilities, Dataerai has a solution that scales to your needs.

Do more with the data you already generate.

  • Automatically capture and organize research data
  • Manage and publish reusable data assets
  • Aggregate multi-modal data assets across experiments and facilities
  • Train AI models for scientific and industrial applications
  • Collaborate across institutions with seamless data sharing
  • Receive credit and attribution for shared data
  • Knowledge Icon
    Reimagine the Past

    Unlock insights from prior experiments to inspire new discoveries.

  • Connected Icon
    Unlock Collaborative Insights

    Connect and share data to foster innovation across disciplines.

  • Amplify Impact Icon
    Amplify Impact

    Extend the life and reach of data assets.

Maximize the impact of public research funding.

  • Centralize access to federal data assets
  • Unlock AI-driven scientific discovery from research investments
  • Support and enforce existing open data mandates
  • Track use to of data assets measure impacts of federally-funded research
  • Audit Report Icon
    Audit Data with Ease

    Ensure federally-funded projects maintain compliant data records.

  • Volumetric Metrics Icon
    Quantify Impact

    Track data asset use to measure ROI of federal research investments.

  • Reliability Icon
    Build Public Trust

    Support open data for transparent stewardship of federal research investments.

Accelerate innovation with better data assets.

  • Improve data infrastructure for scientific instruments and workflows
  • Collaborate securely with academic and research partners
  • Access curated, high-quality data assets
  • Build domain-specific AI models
  • Enable data pipelines for digital twins and autonomous labs
  • Global Book Icon
    Access Research Collections

    Leverage decades of trusted academic data to accelerate innovation.

  • Proprietary Rights Icon
    Unlock Private Data Management

    Leverage secure environments for sharing proprietary data with trusted partners.

  • Global Data Transfer Icon
    Explore Academic Thought

    Identify new trends, benchmark models, and R&D strategies.

Team

Meet the people behind Dataerai

We are experts in data management, AI, and scientific discovery.

Tim Kuehlhorn

Tim Kuehlhorn

Co-founder & CEO

  • Co-founder/CTO of Agrible - AgTech startup with successul exit
  • Led development of data platform for decision support and monetization of grower data for sutainability
  • 15+ years of technology leadership experience

Joshua Agar

Joshua Agar

Co-founder & CTO

  • World academic leader in AI for science and scientific cyberinfrastructure
  • Recipient of $20M+ in federal research funding, PI of $4M NSF grant for scientific cyberinfrastructure
  • Managed 4 PB of scientific data and data sharing infrastructure

Tanya Das

Tanya Das

VP of Strategy

  • Nationally-recognized expert on AI, science, and energy policy
  • Shaped national science and tech policy campaigns, advancing multi-billion-dollar federal programs across DOE and Congress
  • Built and led coalition-based policy initiatives across the research-to-commercialization pipeline

Chad Peiper

Chad Peiper

Founding Engineer

  • Experienced leader in data infrastructure and data privacy, DevSecOps, and DataOps
  • Managed data and cyberinfrastructure for world's largest diatom database
  • 20 years of experience integrating IT services and solutions

Careers

Help build the future of science and innovation.

We’re building the data layer for AI-driven discovery across science, industry, and government. Interested in working with us? Submit your information through our contact form and tell us what you want to build.

Contact us

Let us solve your data challenges.

We help organizations capture, structure, and connect their data assets to enable collaboration, scalable research workflows, and AI-driven discovery. Get in touch if you’re interested in working with us.