Carnegie Mellon University Human-Computer Interaction Institute

What Carnegie Mellon University Human-Computer Interaction Institute does

The Human-Computer Interaction Institute (HCII) at Carnegie Mellon University is a multidisciplinary academic research and education institute within CMU's School of Computer Science, founded in 1993 as one of the world's first dedicated HCI institutes. It operates from Newell-Simon Hall on the CMU campus in Pittsburgh, PA, with a faculty and staff headcount of 101-250. HCII offers PhD, Master's (MHCI and METALS), and undergraduate HCI degree programs, hosts the NSF-funded Summer Undergraduate Research Program (REU), and runs the LearnLab Summer School. Its research spans AI/ML systems, data visualization, accessibility, educational technology, social computing, robotics, and mixed reality, producing named tools such as NoRILLA (mixed-reality K-12 STEM education, 10,000+ users), the Knowledge Accelerator (crowdsourced research orchestration, since productized by Bosch), Data Navigator (accessible data visualization JS library), Rx RiskMap (Pennsylvania overdose risk dashboard), Inkspire, VideoMap, PolicyCraft, and Alice.

HCII funds operations primarily through tuition (graduate MHCI, METALS, and undergraduate programs), competitive federal research grants (NSF, NIH), and corporate research partnerships with Bosch, Google, Microsoft, Toyota, Accenture, and others. The institute distributes its work via CMU admissions, the NSF ETAP portal, professional education workshops under HCII Engage, and the international LearnLab Summer School (now with a Zürich track). Customer-facing segments include graduate and undergraduate students, K-12 schools (via NoRILLA), Pennsylvania public health departments (via Rx RiskMap), and corporate research sponsors across the technology sector.

Recognition in 2025-2026 includes three CHI Academy faculty inductions (Bigham, Dabbish, Harrison), a SIGCHI Lifetime Research Award to Lorrie Cranor, the Tools Competition Transform-category win for NoRILLA, and research publications at CHI, UIST, and EMNLP. HCII owns no venture-funded subsidiaries or independent companies; commercial outputs are research artifacts and educational programs rather than priced software products, and revenue figures are not independently disclosed.

Name

Carnegie Mellon University Human-Computer Interaction Institute

Legal name

Carnegie Mellon University Human-Computer Interaction Institute

Website

https://hcii.cmu.edu

Company type

Private

Founded year

1993

Operating status

Operating

Headcount range

101–250 employees

Short description

Carnegie Mellon University's Human-Computer Interaction Institute (HCII) is a 1993-founded academic research and education institute within CMU's School of Computer Science that educates HCI PhD, master's, and undergraduate students, trains researchers via the NSF-funded REU and LearnLab programs, and conducts AI, accessibility, and educational technology research for federal and corporate sponsors.

Ownership category

akta.pro rank

Headquarters

HQ city

Pittsburgh

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B and B2C

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Tuition Revenue: The institute generates revenue through graduate and undergraduate tuition for its MHCI, METALS, and HCI degree programs.
2. NSF and Federal Research Grants: Primary funding from the National Science Foundation (REU program), NIH, and other federal agencies supporting research projects in education, healthcare, and technology.
3. Industry Research Partnerships: Corporate research grants and partnerships with companies such as Bosch, Google, Microsoft, and others for collaborative research projects.

Pricing tiers

Go-to-market motion1 record

Distribution channels4 records

Marketing channels6 records

Core offering

HCII is an academic research and education institute that offers multidisciplinary undergraduate, master's (MHCI, METALS), and PhD programs in Human-Computer Interaction, alongside a broad research portfolio spanning AI/ML systems, data visualization, accessibility technologies, educational technology, social computing, robotics, and mixed reality. The institute conducts federally and industry-funded research, produces open research outputs (e.g., NoRILLA, Knowledge Accelerator, Rx RiskMap, Data Navigator), and operates research infrastructure such as LearnLab and the NSF-funded Summer Undergraduate Research Program (REU).

Product overview

The Human-Computer Interaction Institute at Carnegie Mellon University operates as an academic research and education institute rather than a commercial product company. Its offerings span research products (including NoRILLA mixed-reality educational system, Knowledge Accelerator crowdsourcing tool, Data Navigator JavaScript library, Alice 3D programming tool, Inkspire AI design tool, VideoMap editing interface, and PolicyCraft community tool), public health visualization tools (Rx RiskMap for overdose risk), and educational programs (METALS and MHCI master's degrees, LearnLab research facility, and Summer Undergraduate Research Program). These products represent research outputs and educational offerings rather than commercial software products.

Differentiator

Problem solved

Functional benefit

Brands

• MHCI: Master of Human-Computer Interaction program - the institute's flagship master's degree
• METALS
• LearnLab
• Summer Undergraduate Research Program

Products and services

• MHCI Program (Master of Human-Computer Interaction)
• METALS Program (Master of Educational Technology and Applied Learning Sciences)
• PhD in HCI
• B.S. in HCI (Undergraduate Program)
• Summer Undergraduate Research Program (REU)
• LearnLab Summer School Week-long intensive professional development program for researchers and educators in educational technology, with international expansion to Zürich. Attracts participants globally to learn educational technology.
• NoRILLA (Novel Research-Based Intelligent Lifelong Learning Apparatus)
• Knowledge Accelerator Machine-learning system that sorts and organizes information uncovered by individuals working on small segments of larger projects, guiding collaborative research without requiring any one person to have the full picture. Developed in collaboration with Bosch.
• Data Navigator JavaScript Library JavaScript library enabling accessible navigation of data structures including png, svg, canvas, and WebGL graphics for assistive technologies and diverse input modalities.
• Alice Programming Tool Tool allowing novice programmers to author interactive 3D virtual worlds by removing programming challenges like syntax, making programming fundamentals accessible to middle school children.
• Rx RiskMap Visualization Dashboard Visualization dashboard communicating and explaining overdose risk predictions across Pennsylvania for public health decision-making. Deployed by three regional health departments. Developed in collaboration with the University of Pittsburgh Center for Pharmaceutical Policy and Prescribing.

Quantifiable outcome

• 160,000+ students benefited from persistence research interventions
• +2 more outcomes

Named customers4 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability13 records

Feature4 records

Partnerships

Eight partnerships are on record, tiered core and minor.

• Siyavula FoundationcoreStrategic or Co-development Partner · 1 January 2026Partnership with South African nonprofit Siyavula to test interventions in their AI-based tutoring system, conducting a large-scale RCT involving 160,000 students.
• National Girls Collaborative ProjectminorStrategic or Co-development Partner · 1 January 2026NoRILLA plans to partner with the National Girls Collaborative Project, a nationwide network dedicated to expanding girls' participation in STEM, to scale impact on education.
• AccenturecoreStrategic or Co-development Partner · 1 January 2026CMU and Accenture partnered to advance AI in workforce training, combining CMU's research capabilities with Accenture's industry reach.
• OpenAIminorStrategic or Co-development Partner · 1 January 2025HCII research on AI selfishness tested models from OpenAI alongside Google, DeepSeek, and Anthropic in economic games simulating social dilemmas.
• Google (DeepMind)minorStrategic or Co-development Partner · 1 January 2025Google models tested in HCII research on AI reasoning and cooperation behaviors alongside other major AI labs.
• AnthropicminorStrategic or Co-development Partner · 1 January 2025Anthropic's Claude models included in HCII research experiments on AI selfish behavior in cooperative settings.
• University of Pittsburgh Center for Pharmaceutical Policy and PrescribingcoreStrategic or Co-development Partner · 1 January 2023Collaboration on developing and evaluating the Rx RiskMap visualization system for ML-driven risk visualization for local public health decision-making in Pennsylvania.
• Bosch Research and Technology CentercoreStrategic or Co-development Partner · 1 January 2016Bosch partnered with HCII on the Knowledge Accelerator project, providing research support and participating in the study. Bosch has adapted the Knowledge Accelerator approach for gathering diagnostic and repair information for complex products.

Scale indicators4 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Google DeepMind: Google Research and DeepMind maintain major HCI and human-centered AI research operations that overlap HCII's portfolio. Both a partner (HCII tests Google models in AI cooperation research) and a talent competitor for HCI researchers.
• Microsoft Research: Microsoft Research conducts large-scale HCI research and is both a research collaborator and employer of HCII alumni. Functions as a broad incumbent that competes for talent and publishes in the same top venues.

Direct peers

• MIT CSAIL: MIT CSAIL houses major HCI research activities with comparable faculty prestige, conference presence, and industry engagement. A direct peer for talent recruiting, research collaboration, and top-venue publication output.
• Cornell Information Science: Cornell's Department of Information Science operates HCI-focused research and graduate programs with overlapping interests in social computing and human-centered AI. Comparable academic peer for graduate program positioning.
• University of Maryland HCIL: UMD's Human-Computer Interaction Laboratory is a peer academic HCI research group with comparable graduate programs and a long publication history at CHI and CSCW. Direct competitor for federal research funding and faculty recruitment.
• UC Berkeley School of Information: Berkeley's iSchool includes HCI faculty and research with overlapping focus on human-centered AI, accessibility, and educational technology. Competes for graduate students and federal grant funding.
• University of Michigan School of Information: UMSI offers HCI graduate and undergraduate programs with research strengths in accessibility, learning sciences, and social computing. Competes with HCII for student applicants, faculty candidates, and grant funding.
• Georgia Tech GVU Center: Georgia Tech's GVU Center is a long-standing HCI research center with interdisciplinary focus areas overlapping HCII's portfolio (visualization, accessibility, learning sciences). Competes for NSF funding and graduate student recruiting.
• University of Washington HCDE: UW's Human Centered Design & Engineering department offers comparable undergraduate and graduate HCI programs with strong industry ties to the Seattle tech ecosystem. Direct competitor for HCI talent and research visibility.
• Stanford HCI Group: Stanford's HCI research group is one of HCII's closest academic peers, producing foundational HCI research, training PhDs, and maintaining deep industry partnerships with Silicon Valley tech companies. Directly competes for faculty hires, top PhD applicants, and sponsored research dollars.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

• Xx.com/cmuhcii
• YouTubeyoutube.com/c/CMUHumanComputerInteractionInstitute/videos
• Facebookfacebook.com/cmuhcii
• LinkedInlinkedin.com/school/11310964
• Instagraminstagram.com/cmuhcii

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about Carnegie Mellon University Human-Computer Interaction Institute