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Radar · EdTech in Virginia

Best EdTech Companies in Virginia, United States

The 148 best EdTech companies in Virginia, United States in 2026, ranked by funding and momentum. Funding, investors, founders, valuation, tech stack and live signals. Top: Echo360.

148companies tracked
$506.1Mdisclosed funding
0unicorns
41have raised
Sector wealth & growth · validated company filings
$63Mmedian revenue
+0%median YoY growth
$1.0Bcombined revenue pool
9companies reporting

Biggest earners Skillsoft Corp. ($513M, -3% YoY), Instructure Inc ($156M, +12% YoY), Blackboard Inc ($119M), Capella Education Co ($112M, +0% YoY)

FLIAR INTELLIGENCE · EDTECH × VIRGINIA

Our analysis of 88 EdTech companies

$7.3b in tracked funding; 99% of the stack-profiled cohort runs cloud-native; funding activity peaked in 2025.

88companies analysed
99%cloud-native stacks
2025funding peak (by rounds)
12unicorns
2016median founding year
367kcombined LinkedIn audience
65%of audience held by top 3
2companies hiring publicly (12 mo)

Ranked: Best EdTech companies in Virginia

#CompanyDisclosed fundingLast roundEmployeesFoundedFounderWeb popularityPatents & IP focusRecent signals
1Echo360
Provider of a learning transformation platform for education and business
$157M25 mo ago652007—Top 1M20 patents
Embedded video capture devices with sensor‑driven multimedia stream synchronization
1 award
2ePals
Provider of global classroom collaboration platform
$78M145 mo ago—1996Katya Andresen
CEO
Top 5M27 patents
Collaborative cloud learning platforms with synchronized nodes, dynamic data interaction, and access control
—
3Rosetta Stone
Provider of speech-recognition based language learning software solution
$62M71 mo ago1,1551992—Top 50k75 patents
Avatar-driven language learning platforms with speech recognition and fluency assessment
—
4Kajeet Education Broadband
Platform providing wireless broadband services
74Growth top 20%Moat top 22%Funding top 25%Market top 33%
All 8 signals ▾
Growthtop 20%
Moattop 22%
Fundingtop 25%
Markettop 33%
Producttop 49%
Techbottom 42%
Globalbottom 32%
Newsbottom 27%
Growth: Headcount 111 → 181 (+63%) across vintages · Fresh capital in last 24 mo
Moat: Editorial + unicorn rating 8/10 · Soonicorn
rank vs industry peers · Fliar Intelligence Index 74/100
$56M20 mo ago1812003————
5Blackboard
Educational platform offering online learning solutions and services for professional development, training…
$30M313 mo ago1,4452004—Top 10k124 patents
Educational technology platforms for assessment, attendance, and mobile content delivery
—
6Cricket Media
Provider of children's educational magazines, language learning, and eMentoring programs
$17M97 mo ago2001996—Top 5M—1 partnership · 1 award
7Defywire
Provider of parent-teacher communication solutions for schools
$11M230 mo ago—2003Nick Kovacic
Co-Founder & VP of Business Development
—2 patents
Mobile device resource management and just‑in‑time app provisioning
—
8Vemo Education
Online providers of income share financing
$10M105 mo ago152015Jeff Weinstein
Co-Founder
———
9Presidium Learning
Software provider and technical help desk services
$10M215 mo ago—2003Greg Davies
Co-Founder & CEO
———
10Osmosis
Educational resources platform for medical students and professionals
$9M31 mo ago1002012—Top 50k—1 partnership
11Pearl
SaaS-based tutoring and content management platform for teachers
57AI top 15%Growth top 28%Moat top 32%Patents top 33%
All 10 signals ▾
AItop 15%
Growthtop 28%
Moattop 32%
Patentstop 33%
Fundingtop 34%
Innovationtop 43%
Productbottom 48%
Globalbottom 40%
Techbottom 39%
Marketbottom 31%
AI: Holds AI/ML patents (G06N-family CPC)
Growth: Web rank 10,000,000 → 5,000,000 YoY · Fresh capital in last 24 mo
rank vs industry peers · Fliar Intelligence Index 57/100
$7M18 mo ago162016—Top 5M38 patents
AI-powered medical imaging analysis and computer-vision insurance claim/fraud automation
—
12Real Time Cases
Content-driven learning platform
$7M97 mo ago—2014Jake Schaufeld
Co-Founder & CEO
———
13Koofers
Video-based interviewing and hiring platform
$7M188 mo ago62008Riccardo Ocleppo
Co-Founder & CEO
———
14DubLabs
Student engagement platform fostering community, success, and streamlined campus experiences
$6M168 mo ago192008————
15Versura
online education-loan exchange.
$5M293 mo ago—1999Jeffrey Salinger
Co-Founder & COO
———
16CogBooks
Saas-based platform offering learning solutions for school curriculum
$5M120 mo ago322006—Top 1M——
17Starfish Retention Solutions
Student retention and advisory platform
$4M184 mo ago612007David Yaskin
Founder
—4 patents
Patents concentrated in computing, sensing & instrumentation
—
18ArcheMedX
Clinical trail education and management tool for researchers
$4M58 mo ago28
28 → 14 (-50%)
2012Joel Selzer
Chief Executive Officer and Co-Founder
Top 50M——
19Interactive Achievement
Assessment solution
$4M158 mo ago812006Jonathan Hagmaier
Co-Founder
———
20NetTalon
Provider of online safety solutions for schools
$3M162 mo ago81998————
21Intellispark
Tools to promote student success
$2M60 mo ago42017Stephen Smith
CEO
Top 5M——
22LINGO
Provider of STEM kits designed to build problem-solving skills and creativity
$2M19 mo ago—2020Aisha Bowe
Founder & CEO
Top 10M——
23MajorClarity
Online platform providing career-related solutions
$2M68 mo ago382014—Top 5M——
24Signal Vine
Communication app for schools and universities
$2M73 mo ago442013————
25Safe Kids
Provider of AI-powered online safety solutions for kids
$2M52 mo ago52020Zohran Valliani
Co-Founder
———
26Beanstack
Provider of SaaS and app-based library management solutions
53Customers top 15%Tech top 39%Growth top 43%Funding top 45%
All 9 signals ▾
Customerstop 15%
Techtop 39%
Growthtop 43%
Fundingtop 45%
Moattop 48%
Productbottom 48%
Marketbottom 47%
Globalbottom 29%
Newsbottom 18%
Customers: Play-Store rating 4.70★ across 18,185 ratings (1 apps) · Review volume +25% in 6 mo
Tech: 57 technologies across 4/8 capability areas · Cloud: Amazon S3, Amazon Ses
rank vs industry peers · Fliar Intelligence Index 53/100
$1M7 mo ago362013—Top 1M—1 partnership
27KinderLab Robotics
Code language learning through games and play using robots
$1M113 mo ago72013—Top 5M——
28CommunityForce
Scholarship and grants management system
$745K158 mo ago202010Khaja Syed
CEO
Top 5M——
29RecRe
IoT-based rental management systems
$680K7 mo ago52021—Top 5M—1 partnership · 1 expansion
30Approved Colleges
Online education resource
$625K146 mo ago—2012Tony Huffman
Founder & President
———
31Jason Learning
Real-world STEM curriculum and professional development for educators and students
$500K156 mo ago131989Eleanor Smalley
President
Top 5M——
32NValeo
Online platform providing professional development solutions
$500K192 mo ago—2009Mike Spicer
Founder
———
33GetEducated
Independent guide comparing online colleges, degrees, rankings, and resources
$450K146 mo ago131989—Top 5M——
34Coursalytics
Executive education marketplace connecting organizations with top educators and programs
$420K78 mo ago162015Alexey Dolinskiy
Co-Founder & Head of Analytics
———
35Pangea Chat
Provider of online AI-based language learning platform
$276K51 mo ago92017Brord Wierst
Co-Founder
Top 50M——
36Light The Music
Music education platform for K-12 schools
$250K76 mo ago42009Craig Honeycutt
Co-Founder
———
37Campeasy
Iceland campervan rental company offering diverse, high-rated vehicles for unforgettable adventures
$200K168 mo ago22011Brooke Salkoff
Co-Founder
Top 1M——
38K12
Online school for K-12 students
$100K191 mo ago7,8001999—Top 500k21 patents
Digital education platforms for content creation, delivery, and multilingual learning
—

Top 12 EdTech companies in Virginia

#1
Series B · Mclean, Virginia · founded 2003 · 181 employees
$55.9Mraised
▾

Platform providing wireless broadband services. It offers solutions for k-12, higher education students to have quick internet access. It works on the subscription-based revenue model and also provides phone services including account management, purchasing additional minutes, service plans, and customer care.

Fliar Intelligence Index™ 74how this company ranks against its industry peers
Growth
top 20%
Moat
top 22%
Funding
top 25%
Market
top 33%
Product
top 49%
Tech
bottom 42%
Growth: Headcount 111 → 181 (+63%) across vintages · Fresh capital in last 24 mo
Moat: Editorial + unicorn rating 8/10 · Soonicorn
Funding: Raised $55.9M across 4 rounds · 4 rounds over 19 yrs (0.2/yr) · Last round Series B (Oct 2024)
Funding rounds
  • Oct 2024Series B—
  • Dec 2010Conventional Debt—
  • Dec 2010Series B$18.1M
  • Nov 2008Series B$1.1M
Investors
MWP Growth Capital, Bessemer Venture Partners, Fidelity Ventures, Gabriel Venture Partners, InterWest Partners, DFJ Growth
Tech stack
Hubspot Cms HubEnvoyHubspotSlickLinkedin Insight TagLinkedin Ads
#2
Series A · Arlington, Virginia · founded 2013 · 36 employees
$1.2Mraised
▾

Provider of SaaS and app-based library management solutions. Readers can showcase favorite books, log reading, track duration of reading, set goals, earn incentives for programs, join various communities, and more. Its features support customization of a website, reading recommendations, member signups, awards, and various reporting & analytics features. Its app is available for Android devices.

Fliar Intelligence Index™ 53how this company ranks against its industry peers
Customers
top 15%
Tech
top 39%
Growth
top 43%
Funding
top 45%
Moat
top 48%
Product
bottom 48%
Customers: Play-Store rating 4.70★ across 18,185 ratings (1 apps) · Review volume +25% in 6 mo
Tech: 57 technologies across 4/8 capability areas · Cloud: Amazon S3, Amazon Ses · Devops: Envoy
Growth: App-install growth +23% YoY · Fresh capital in last 24 mo
Audience (LinkedIn): 4k LinkedIn followers
Activity (LinkedIn): 1 partnerships (incl. Coffets Plus) announced in 12 mo
Funding rounds
  • Nov 2025Series A—
  • Jan 2025Series A$1.5M
  • Dec 2021Series A—
  • May 2019Series A—
Investors
EAI Technologies, Mark Cuban Companies, Alexa Fund, Kapor Capital, Militello Capital, Center for Innovative Technology
Tech stack
Amazon S3Amazon SesAmazon Web ServicesAnime.JsApple PayCart Functionality
#3
Series C · Dulles, Virginia · founded 2007 · 65 employees
$157.3Mraised
▾

Provider of a learning transformation platform for education and business. The platform offers video management, audience engagement, content creation, and assessment tools. It facilitates hybrid learning, video recording and streaming, and content management. The platform also provides integrations with existing learning management and human resource information systems.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 18k LinkedIn followers — 4.8% of this cohort's audience
Activity: 1 awards announced in 12 mo
Funding rounds
  • May 2024Conventional Debt$43M
  • Apr 2019Series C$3M
  • Mar 2018Series C$4M
  • Oct 2017Series C$3.1M
Investors
Duchossois Capital Management, SWaN & Legend Venture Partners, Clark Enterprises, Revolution, New Island Capital Management, Court Square Ventures
Tech stack
Amazon Web ServicesAnimate.CssApple Icloud MailCdnjsChart.JsCloudflare
#4
Series A · Richmond, Virginia · founded 2016 · 16 employees
$7.3Mraised
▾

SaaS-based tutoring and content management platform for teachers. Its platform features include whiteboards, screen sharing, and recording. It also enables teachers to sell tutoring session packages and track incoming payments.

Fliar Intelligence Index™ 57how this company ranks against its industry peers
AI
top 15%
Growth
top 28%
Moat
top 32%
Patents
top 33%
Funding
top 34%
Innovation
top 43%
AI: Holds AI/ML patents (G06N-family CPC)
Growth: Web rank 10,000,000 → 5,000,000 YoY · Fresh capital in last 24 mo
Moat: Editorial + unicorn rating 5/10 · IP moat: 38 patents
Audience (LinkedIn): 2k LinkedIn followers
Funding rounds
  • Nov 2024Series A$2.5M
  • Nov 2022Seed$500K
  • Jul 2022Seed$4.8M
  • Apr 2021Seed$91.6K
Investors
Blu Venture Investors, FiDi Ventures, MacLaurin, Felton Group, CAV Angels, Lighthouse Labs
Tech stack
Amazon Web ServicesGoogle Font ApiGoogle WorkspaceHubspotNginxPendo
#5
Seed · Harrisonburg, Virginia · founded 2021 · 5 employees
$680Kraised
▾

IoT-based rental management systems. It offers an autonomous rental platform for universities, providing students with access to various items through self-service rental boxes.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 3k LinkedIn followers
Activity: 1 partnerships · 1 expansions (incl. CSUMB) announced in 12 mo
Funding rounds
  • Oct 2025Seed$680K
Tech stack
Alpine.JsAmazon S3Amazon SesAmazon Web ServicesCloudflareCloudflare Bot Management
#6
Seed · Arlington, Virginia · founded 2020
$2.2Mraised
▾

Provider of STEM kits designed to build problem-solving skills and creativity. The kits offer hands-on projects that build real skills for school and life. Each project fuels imagination, problem-solving, and self-belief. The missions are designed to develop confidence, curiosity, and a pathway to future opportunities. The kits are designed to make STEM approachable and accessible for every learner.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 2k LinkedIn followers
Activity: 1 partnerships · 1 awards (incl. Sectors) announced in 12 mo
Funding rounds
  • Oct 2024Seed$2.2M
Founders & team
Aisha BoweFounder & CEO
Investors
1863 Ventures, Sequoia Capital, Pinnacle Family Advisors
Tech stack
Amazon SesAmazon Web ServicesApple PayBold CommerceBold SubscriptionsCart Functionality
#7
Acquired · Charlottesville, Virginia · founded 2012 · 100 employees
$9Mraised
▾

Educational resources platform for medical students and professionals. Allows students to upload curricular material, such as documents and lectures, create their own flashcards, questions, and answer these assessment items using spaced repetition. Scoreboard shows a student their accuracy, confidence, and retention of knowledge, while the platform recommends additional resources such as videos and articles.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 24k LinkedIn followers — 6.6% of this cohort's audience · 36 engagements/post (1.9× cohort median)
Activity: 1 partnerships (incl. NYU Grossman School of Medicine) announced in 12 mo
Funding rounds
  • Nov 2023Series A—
  • May 2019Series A$9M
  • Feb 2018Seed—
  • Dec 2017Seed—
Investors
Dreamit, Education Competition, Michelson Runway, Nikko Asset Management, Felicis Ventures, Greycroft
Tech stack
Adobe AnalyticsAdobe Experience Platform Identity ServiceAdobe Experience Platform LaunchAdobe TargetAmazon AlbAmazon Ses
#8
Acquired · Arlington, Virginia · founded 1992 · 1155 employees
$62Mraised
▾

Rosetta Stone provides speech-recognition based language learning software solutions. It offers its language learning software solutions to individuals, education institutions, corporates, and public sector organizations. Its software works on a proprietary speech-recognition technology and syncs users' progress across the web platform and smartphone applications. It provides online courses and online practice sessions with native speakers in languages like English, Spanish, French, etc. It also offers an iOS app for language learning for Pre-K kids.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 42k LinkedIn followers — 11.6% of this cohort's audience
Funding rounds
  • Jul 2020Grant (prize money)$28.9K
  • Oct 2016Grant (prize money)$55.5K
  • 2006PE—
  • Jan 2006Series C$62M
Investors
Europa, Norwest Equity Partners, ABS Capital, Arc Capital Development, White Hat Capital Partners
Tech stack
AddshoppersAdobe Audience ManagerAmazon CloudfrontAmazon S3Amazon Web ServicesApollo
#9
Series D · Herndon, Virginia · founded 1996
$77.7Mraised
▾

Provider of global classroom collaboration platform. It offers a secure digital environment where teachers and students connect, communicate, and collaborate on cross-cultural educational projects. Its features include the Global Community for classroom partnerships, the In2Books eMentoring program to enhance reading and writing skills, and SchoolMail for safe, school-managed email communication. It also provides tools for educators to create and manage collaborative learning experiences, facilitating global exchanges and cultural understanding.

Funding rounds
  • May 2014Series D$423.4K
  • Apr 2014Series D$750K
  • Mar 2014Series D$500K
  • May 2012Series D$347.6K
Founders & team
Katya AndresenCEO
Investors
National Geographic, Revolution
Tech stack
Amazon Web ServicesAngularjsBootstrapGoogle Font ApiJqueryKaltura
#10
Public · Herndon, Virginia · founded 1996 · 200 employees
$16.5Mraised
▾

Provider of children's educational magazines, language learning, and eMentoring programs. It offers a range of children's magazines catering to different age groups, fostering a love of reading and learning. The company also provides language learning programs for both children and adults, utilizing various methods and experienced instructors. Furthermore, it operates eMentoring programs connecting students with mentors for literacy and STEM support. These programs utilize a secure online platform for virtual interaction.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 8k LinkedIn followers — 2.1% of this cohort's audience
Activity: 1 partnerships · 1 awards announced in 12 mo
Funding rounds
  • 2018Post IPO$8M
  • Apr 2018Post IPO$600K
  • Jul 2017Post IPO$7.7M
  • May 2016Post IPO$2.7M
Investors
SuRo Capital, Mogo, Hauser & Co
Tech stack
AddtoanyAddtoany Share ButtonsAmazon Web ServicesAmerican ExpressApple PayBootstrap
#11
Acquired · Reston, Virginia · founded 1997 · 1445 employees
$30Mraised
▾

Educational platform offering online learning solutions and services for professional development, training, and employee development. It offers a learning management system (LMS) for k-12 schools, business, government. It offers solutions for schools for enrollment and manage communication.

Funding rounds
  • May 2000Series E$30M
Investors
AOL, The Carlyle Group, The Aurora Funds, Pearson, Novak Biddle Venture Partners, Dell
Tech stack
Amazon AlbAmazon CloudfrontAmazon ElbAmazon S3Amazon Web ServicesAmp
#12
Seed · Charlottesville, Virginia · founded 2012 · 28 employees
$3.7Mraised
▾

ArcheMedX provides a data analytics platform and aggregates e-learning sources for clinical trials for healthcare professionals. Provides data analysis based on the pre-test and post-test evaluations. Educators can create a learning pathway, provide them to learners and get assessment data to evaluate their course content. Educators are sourced through a partnership with healthcare organizations.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 2k LinkedIn followers
Funding rounds
  • Aug 2021Seed$1.2M
  • Jul 2017Seed$2.5M
Founders & team
Joel SelzerChief Executive Officer and Co-Founder
Investors
Center for Innovative Technology
Tech stack
Amazon SesAmazon Web ServicesBootstrapCloudflareCloudflare Bot ManagementContact Form 7

Funding & investor landscape

$506.1Mtotal disclosed funding
42companies funded
142disclosed rounds
0rounds last 90 days
Most active investors
Lighthouse Labs6 rounds
Arc Capital Development3 rounds
Center for Innovative Technology3 rounds
National Science Foundation3 rounds
Revolution3 rounds
1821 Ventures2 rounds
Achieve Partners2 rounds
Bonsal Capital2 rounds
Early Light Ventures2 rounds
Figure 82 rounds

Notable founders

Aisha Bowe
Founder & CEO · LINGO
Katya Andresen
CEO · ePals
Joel Selzer
Chief Executive Officer and Co-Founder · ArcheMedX
Jeff Weinstein
Co-Founder · Vemo Education
Bill Brosseau
Co-Founder · Vemo Education
Nick Kovacic
Co-Founder & VP of Business Development · Defywire
Greg Davies
Co-Founder & CEO · Presidium Learning
James Rianhard
Co-Founder & Managing Director · Presidium Learning
Jake Schaufeld
Co-Founder & CEO · Real Time Cases
Riccardo Ocleppo
Co-Founder & CEO · Koofers
Stephen Smith
CEO · Intellispark
Zohran Valliani
Co-Founder · Safe Kids
Prism market signals · United States · country-scoped Prism corpus, 1,661,750 docs

Market landscape — 10 sub-themes by coverage

Share of EdTech coverage by sub-theme.

Regulatory-risk over time rising

Funding & growth over time

funding rising · growth rising

RESEARCH IN VIRGINIA · Consumer & Industrial

How research on Edtech in Virginia is moving

A read on the academic research around Edtech in Virginia — which themes are gaining ground, the institutions and researchers driving them, and how the tone is shifting. Based on 77 papers.

University of Virginia, Virginia Tech, and Virginia Commonwealth University lead Virginia's edtech research, focusing optimistically on online learning, analytics, and adaptive systems, with advancement dominating over concern.

77 papers · stance +0.24 · 9% breakthrough · 37% concern
breakthrough · advancement · concern
top institutions
  • University of Virginia30
  • Virginia Tech19
  • Virginia Commonwealth University10
  • West Virginia University9
  • George Washington University Virginia Campus3
leading researchers
Danielle A. Waterfield · Nathan P. Welker · Olivia Fudge Coleman · Abiola Akanmu · Anne, Williams Michael · Cheryl Mason Bolick
prism intelligence · tone & topics
99% positive · 1% critical tone
EducationBusinessArtificial IntelligenceMathematicsCareer DevelopmentDesign
▲ Breakthroughs6 · 8%
▲ 0%→10% share
0 median citations100% since 2021mostly methods-led
Learning analytics emerged from zero to 10% field-share, signaling a newly dominant research focus in Virginia Edtech.
rising sub-themes (early→recent)
  • Analytics1
  • Event (particle physics)1
  • Learning analytics1
  • Data science1
  • Vocabulary1
Landmark VizGroup: An AI-assisted Event-driven System for Collaborative Programming Learning Analytics · 11 cites
◆ Advancements35 · 45%
▲ 44%→48% share
▲1.1× share momentum0 median citations83% since 2021mostly empirical
Educational technology papers quadrupled (2→8) and Analytics newly entered at 6 papers, intensifying Advancements research to 48%.
rising sub-themes (early→recent)
  • Educational technology2→8
  • Science education1→4
  • Mathematics education2→5
  • Professional development1→4
  • Curriculum1→3
Newly emergingAnalytics 0→6 · Teaching method 0→4 · Learning analytics 0→4
Landmark A pedagogical framework for mobile learning: Categorizing educational applications of mobile technologies into four type · 769 cites
▼ Concerns24 · 31%
33%→33% share
▲1.0× share momentum0 median citations83% since 2021mostly empirical
Generative grammar and Grading (engineering) both newly emerged at 3 papers each, flagging rising assessment and language-instruction concerns.
rising sub-themes (early→recent)
  • Educational technology2→6
Newly emergingExperiential learning 0→4 · Generative grammar 0→3 · Grading (engineering) 0→3
Landmark Computer Simulations to Support Science Instruction and Learning: A critical review of the literature · 613 cites

Common questions

How many EdTech companies are there in Virginia, United States?
Radar tracks 148 indexable EdTech companies headquartered in Virginia, United States that meet our profile-completeness bar.
What is the total funding raised by EdTech companies in Virginia, United States?
The EdTech companies in Virginia, United States on this list have raised a combined $506.1M in disclosed equity funding across 42 funded companies.
Which is the highest-funded EdTech company in Virginia, United States?
Echo360 is the highest-funded EdTech company in Virginia, United States, with $157.3M in disclosed equity funding.
How many EdTech companies in Virginia, United States are funded?
42 of the 148 EdTech companies in Virginia, United States on this list have disclosed at least one equity funding round.
How many EdTech unicorns are there in Virginia, United States?
None of the EdTech companies in Virginia, United States on this list currently has a disclosed valuation of $1B or more.
Who are the top investors in Virginia, United States EdTech companies?
The most active investors in Virginia, United States EdTech companies on this list include Lighthouse Labs, Arc Capital Development, Center for Innovative Technology, National Science Foundation, Revolution.
Riya SenguptaFinancials

Riya reads income statements for fun. She covers the real money in a sector — revenue, growth, who actually earns — and never met a vague claim she didn't want a number for.

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