BALANCED Media Technology

What BALANCED Media Technology does

BALANCED Media Technology is a Texas-based LLC founded in 2016 that develops the HEWMEN® platform, a human-empowered AI system combining machine learning with gamified crowdsourced human interactions to produce training data and decision-support outputs for enterprise, research, and government clients. The platform is organized into four modules — Data Engine, Truth Engine, Solutions Hub, and Human Engine — and is paired with a product portfolio that includes distributed-computing tools (Cell App, The Omega Cluster), computer-vision analytics (Eye in the Sky), and AI-augmented games and media (Rocks & Runes, SpaceRex, The 8 CELL, Sponster, Enfluent). The company holds two granted U.S. patents covering the HEWMEN platform (2022) and an associated video-game/machine-learning system (2021).

The customer base is heterogeneous, spanning universities (SMU, Nicholls State), medical research institutes (Retina Foundation of the Southwest), parish and federal government agencies (Lafourche Parish Government, U.S. Department of Justice), and entertainment and esports organizations (Complexity Gaming, Chasing Aces, Esports Awards, Make-A-Wish). Revenue is generated through HEWMEN subscriptions and licensing, university hub partnerships that monetize student and researcher participation, government grants and contracts, esports production and venue services, and ongoing securities offerings. With approximately 22 named team members and roughly $6 million in disclosed private-placement funding across multiple raises since 2016, the company operates as a small, multi-product venture bridging applied AI, research collaborations, and interactive entertainment.

Name

BALANCED Media Technology

Legal name

Balanced Media Technology, LLC

Website

https://balancedmediatechnology.com

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

11–50 employees

Short description

BALANCED Media Technology is a Texas-based AI company that operates the HEWMEN® platform, combining machine learning with gamified crowdsourced human input to deliver training data and analytics for universities, government agencies, medical researchers, and esports clients.

Ownership category

akta.pro rank

Product category

AI Data Platform

NAICS

Computer Systems Design and Related Services (54151)

SIC

Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industry

AI-Powered Tutoring & Study Assistant Platforms (EDANAGAD)

Keywords

• Human-guided AI platform
• Distributed grid computing
• Medical imaging AI
• Esports engagement tools
• Data refinery platform

Headquarters

HQ city

Allen

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. HEWMEN Platform Subscription / Managed Service: Recurring B2B platform license/subscription for the HEWMEN data science and human-empowered AI platform (Ingest & Unify, Transform & Clean, Query & Report, Automate & Streamline modules). Targeted at small and medium organizations and governments (SMOGs); "affordable, adaptable" solutions. Exact pricing not publicly disclosed.
2. University Hub Partnership & Data Refinery Deployment: Strategic partnership revenue including data refinery deployments via the University Hub Model. Example: $1.5 million partnership with Nicholls State University / Lafourche Parish to build the Nicholls State University Data Refinery at the Coastal Center.
3. Government & Public Sector Grants/Contracts: Revenue from grants, donations, and contracts with public/government entities. Examples: $1.5 million donation from Lafourche Parish; $1,000,000+ non-competitive grant for the SMU human trafficking project (DOJ funded).
4. Esports/Streaming Technology Services (Enfluent / Sponster): Engagement technology services for esports tournaments and live-stream broadcasts, including the Enfluent suite (interactives, live data, analytics, video highlights, Sponster dynamic overlay) and event-specific integrations for partners like Esports Awards, Complexity Gaming, Race to World First, and Make-A-Wish Dream Stream.
5. Securities Offering / Debt Financing: Capital raised via exempt securities offering. SEC Form D filed June 24, 2022 by Balanced Media Technology, LLC (Texas-based corporation) for a total offering of $350,000 USD, sale of debt and other securities, with a minimum investment of $25,000 USD.

Pricing tiers

Go-to-market motion4 records

Distribution channels7 records

Marketing channels8 records

Core offering

BALANCED Media Technology sells HEWMEN, a human-empowered AI platform that combines machine-learning algorithms with human-guided interactions delivered through games. The platform provides four functional pillars — Ingest & Unify, Transform & Clean, Query & Report (natural-language chat), and Automate & Streamline — to help small and medium organizations and governments (SMOGs) deploy affordable AI. On top of HEWMEN sit a portfolio of gamified citizen-science/medical-imaging applications (Eye in the Sky: Defender, Rocks & Runes, The Omega Cluster, SpaceRex, The 8 CELL) and the Enfluent/Sponster esports engagement suite.

Product overview

BALANCED Media|Technology sells a single unified platform, HEWMEN® (Human Empowered AI), that ingests and unifies business data, applies AI-driven cleaning and human-in-the-loop machine learning, exposes the result through a natural-language chat and dashboard layer, and orchestrates automated workflows and notifications. On top of this core platform sit two product families. The first is a suite of gamified human-in-the-loop applications: HEWMEN Cell (a volunteer distributed grid network used for projects such as COVID-19 drug discovery), the Eye in the Sky: Defender medical-imaging game (which trains a deep neural network on OCT retinal scans for Age-Related Macular Degeneration research), and the cancer-research games Rocks & Runes, The Omega Cluster, and SpaceRex™, all of which feed player actions back into HEWMEN as labeled training data, plus the forthcoming The 8 CELL® health-education game. The second is the Enfluent esports engagement platform, whose Sponster® module, real-time data overlays, Battle Polls, Trivia Quest, and analytics turn live Twitch broadcasts into interactive, sponsor-instrumented experiences (deployed for the Esports Awards, Race to World First, and Make-A-Wish Dream Stream). HEWMEN is also deployed as the Data Refinery at the Nicholls State University Coastal Center, the inaugural site of BALANCED's "University Hub Model."

Differentiator

Problem solved

Functional benefit

Brands

• HEWMEN: Flagship human-empowered AI platform that executes machine-learning algorithms with human-guided interactions facilitated through games; ingest, transform, query, and automate data workflows.
• Sponster

Products and services

• HEWMEN® Human Empowered AI Platform Flagship data-processing and distributed-computing platform that combines machine-learning algorithms with human-guided interactions (often delivered through games) for small and medium organizations and governments (SMOGs). Provides four pillars: Ingest & Unify, Transform & Clean, Query & Report (natural-language chat), and Automate & Streamline.
• HEWMEN Cell App (Cell) A persistent volunteer distributed grid-network computing application that turns end-user devices into compute power for large-scale data processing. Originally deployed to crowdsource molecular-docking simulations for COVID-19 drug discovery.
• Eye in the Sky: Defender HEWMEN-powered online video game built around OCT retinal scans; players defend Earth from alien invaders while gameplay labels and segments OCT images, training a deep-learning algorithm for diagnosing and tracking Age-Related Macular Degeneration. Developed with the Retina Foundation of the Southwest, SMU, huminGameLab, and Johns Hopkins University.
• Rocks & Runes Free match-three-style cancer-research game on Google Play, Apple App Store, Windows Store, and Mac App Store; players feed a time-bending Yeti named Eddie by destroying dull rocks, mapping gameplay into a data-clustering problem with SMU's Drug Discovery Group to virtually remove ineffective properties of known medical compounds and surface promising chemotherapy co-medications.
• The Omega Cluster Twitch extension and standalone cancer-research game in which players position spinning portals to group properties of known medical compounds, helping isolate promising combinations for drug-resistant cancer research at SMU's Department of Biological Sciences.
• SpaceRex™ Retro arcade-style game where players neutralize corrupted blocks to remove ineffective properties of known medical compounds, helping improve a machine learning AI used in actual cancer treatment research.
• The 8 CELL® Immersive interactive video game set within the human body that combines commercial gameplay with HEWMEN-powered human-guided AI to teach users about anatomy and physiology.
• Enfluent (Stream Engagement Toolkit) with Sponster® Multi-faceted streaming engagement toolkit including interactive games (Battle Polls, Trivia Quest), engagement incentivization loop (EP points), live data feeds, analytics, video highlights, charity engagement tools, and the Sponster® character-driven dynamic sponsor overlay system. Deployed for Esports Awards, Race to World First, and Make-A-Wish Dream Stream.
• HEWMEN-powered Data Refinery Centralized data refinery deployment of HEWMEN for a university hub (e.g., Nicholls State University Coastal Center), consolidating and exposing parish- and regional-level data for industry, government, and research users. Inaugural deployment of the University Hub Model.
• Dark Shadows Game Detective-style human-computation game co-developed with SMU and the U.S. Department of Justice; players tag entities in DOJ press releases to crowdsource AI training data for human-trafficking research.

Quantifiable outcome

• +78% algorithm precision and +38% algorithm accuracy in AMD/OCT image segmentation case study via HEWMEN human-guided AI
• +4 more outcomes

Named customers12 records

Segments6 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability9 records

Feature14 records

Partnerships

25 partnerships are on record, tiered flagship (named partner in amd case study, with co-developed research, public testimonial from dr. karl g. csaky), flagship (multi-year covid-19 drug discovery, 8000+ compounds, 50k+ tasks processed), core (named partner on rocks & runes project), core, flagship ($1.5m partnership, inaugural university hub), flagship (funder of $1.5m partnership), core (game engine used across bmt products), minor (logo in partner list), flagship (multi-year livestream interactive partner), flagship (co-developed race to world first twitch extension, make-a-wish dream stream, #wearehewmen covid-19 initiative), flagship ($25m venue project with proprietary tech integration), flagship (data source for the human trafficking project), flagship (7-year partnership, talent pipeline), flagship (lead institution on human trafficking project), core (make-a-wish dream stream charity event), minor (make-a-wish dream stream partner), minor (season of giving stream), core (consecutive-year conference participation), minor (sponsorship) and minor (ceo co-founded; tabletop gaming).

• Retina Foundation of the Southwestflagship (named partner in amd case study, with co-developed research, public testimonial from dr. karl g. csaky)Strategic or Co-development PartnerStrategic partner in age-related macular degeneration (AMD) research using the HEWMEN platform. BALANCED deployed HEWMEN behind the "Eye in the Sky: Defender" online game built around OCT retinal scans to train a deep-learning algorithm for diagnosing and tracking AMD. Quote from Dr. Karl G. Csaky (CEO/CMO of Retina Foundation of the Southwest) endorsing the collaboration. Partnership featured in Eye on Innovation – The Series.
• Southern Methodist University (SMU) Intelligent Data Analysis Labflagship (multi-year covid-19 drug discovery, 8000+ compounds, 50k+ tasks processed)Strategic or Co-development PartnerStrategic partner for COVID-19 drug discovery. Released a specialized version of the HEWMEN Cell app to crowd-source computational power, simulating molecular docking experiments against the SARS-CoV-2 spike and Mpro proteins. Led to identification of two targetable sites on the Mpro protein and promising FDA-approved compounds.
• SMU Drug Discovery Groupcore (named partner on rocks & runes project)Strategic or Co-development PartnerCo-developed Rocks & Runes game for cancer treatment research, where destroying rocks in-game turns off ineffective properties of known medical compounds, supporting chemotherapy co-medication research.
• SMU Department of Biological SciencescoreStrategic or Co-development PartnerCo-developed The Omega Cluster game for drug-resistant cancer research; gameplay helps group properties of known medical compounds to isolate promising combinations for laboratory testing.
• Nicholls State University (NiSU)flagship ($1.5m partnership, inaugural university hub)Strategic or Co-development PartnerPartnership to develop the Nicholls State University Data Refinery at the Coastal Center, powered by HEWMEN. NiSU is BALANCED's inaugural University Hub in the University Hub Model. Includes $1.5M donation from Lafourche Parish. Coastal Center construction (state contribution $45M) began in November 2023. Co-hosted symposium with 48 stakeholders in February 2024.
• Lafourche Parishflagship (funder of $1.5m partnership)Strategic or Co-development PartnerGovernment funding partner. Provided $1.5 million donation to develop the Nicholls State University Data Refinery at the Coastal Center, powered by BALANCED's HEWMEN technology. Platform will consolidate and provide access to vital parish information.
• Unreal Engine (Epic Games)core (game engine used across bmt products)Technology or IntegrationTechnology platform partner; Unreal Engine is used by BALANCED to build HEWMEN-powered games (e.g., Eye in the Sky: Defender, Omega Cluster).
• Johns Hopkins Universityminor (logo in partner list)Strategic or Co-development PartnerPartner organization referenced on the AMD case study page.
• Esports Awardsflagship (multi-year livestream interactive partner)GTM or Marketing PartnerMulti-year technology partner providing interactive broadcast experiences, battle polls, charity donation integration, and engagement overlays for the annual Esports Awards show. Quote from CEO Michael Ashford.
• Complexity Gamingflagship (co-developed race to world first twitch extension, make-a-wish dream stream, #wearehewmen covid-19 initiative)GTM or Marketing PartnerLong-running partnership for the Race to World First World of Warcraft esports event, including the Twitch extension with audience interactives, leaderboards, and Make-A-Wish Dream Stream charity. Co-launched the #WeAreHEWMEN citizen-science COVID-19 initiative.
• Optic Gamingminor (logo in partner list)GTM or Marketing PartnerListed as an esports partner logo on the Esports Interactives case study page.
• Team Liquidminor (logo in partner list)GTM or Marketing PartnerListed as an esports partner logo on the Esports Interactives case study page.
• Electronic Arts (EA)minor (logo in partner list)GTM or Marketing PartnerListed as an esports partner logo on the Esports Interactives case study page.
• Chasing Aces (John Dudley)flagship ($25m venue project with proprietary tech integration)Strategic or Co-development PartnerTechnology partner for the Chasing Aces golf entertainment complex in Bossier City, LA (projected $25M investment, opening June 2025). BALANCED is integrating loyalty system, Sponster® targeted engagement, radar-based tracking, blockchain integration, and future HEWMEN-powered Human-in-the-Loop solutions. Data will also be used for medical research.
• U.S. Department of Justice (DOJ)flagship (data source for the human trafficking project)Strategic or Co-development PartnerProvides real-world DOJ press releases used as training data for the "Dark Shadows" game on the SMU Human Trafficking Project. Grant of $1,000,000+ from the National Institute of Justice (DOJ) funds the project.
• SMU Guildhallflagship (7-year partnership, talent pipeline)Strategic or Co-development PartnerLong-term academic partnership. SMU Provost Elizabeth G. Loboa highlighted societal impact of the SMU Guildhall partnership with BALANCED, including drug discovery in games, medical AI, and games to combat human trafficking. A substantial number of BALANCED employees are SMU Guildhall alumni. CTO Corey Clark is Deputy Director of Research at SMU Guildhall.
• SMU (project lead: Beth Wheaton-Páramo, Department of Economics)flagship (lead institution on human trafficking project)Strategic or Co-development PartnerLead academic institution on the Human Trafficking Project. Co-developed with BALANCED, the DOJ, and researcher Steph Buongiorno the "Dark Shadows" game to extract and clean data from human trafficking press releases. Builds a centralized data warehouse and economic-impact cost analysis.
• Make-A-Wish Foundationcore (make-a-wish dream stream charity event)GTM or Marketing PartnerCharity partner for the Make-A-Wish Dream Stream event in partnership with Dallas Cowboys, Complexity Gaming, and MarketScale. BALANCED provided the engagement interactive for the charity stream.
• Dallas Cowboysminor (make-a-wish dream stream partner)GTM or Marketing PartnerCo-partner on the Make-A-Wish Dream Stream charity event.
• MarketScaleminor (make-a-wish dream stream partner)GTM or Marketing PartnerCo-partner on the Make-A-Wish Dream Stream charity event.
• Children's Healthminor (season of giving stream)GTM or Marketing PartnerPartner on the 2021 Season of Giving Stream fundraising initiative with Envy gaming. CEO Robert M. Atkins spoke at a Children's Health event.
• Envy Gamingminor (season of giving stream)GTM or Marketing PartnerCo-partner on the 2021 Season of Giving Stream fundraising initiative with Children's Health.
• Police Jury Association of Louisiana (PJAL)core (consecutive-year conference participation)GTM or Marketing PartnerConference partner: BALANCED participated in the PJAL conference for the second consecutive year in 2024 (Lake Charles, LA), with CTO Corey Clark showcasing HEWMEN capabilities to over 700 police jurors and parish presidents.
• Nicholls State University Geomatics Program (Dr. Balaji Ramachandran)minor (sponsorship)Strategic or Co-development PartnerSponsorship of Nicholls State University's Geomatics program (led by Dr. Balaji Ramachandran) for the record-breaking Give-N-Day fundraising event (over $1M raised; 1,587 donors; 2,188 donations from 39 states and 11 countries). BALANCED also sponsored the Colonel Esports program at Nicholls.
• Green Eye Gamesminor (ceo co-founded; tabletop gaming)OthersCEO Robert M. Atkins co-founded Green Eye Games (tabletop gaming company). Mentioned in ForbesBooks Demystifying IT podcast episode.

Scale indicators14 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Zooniverse: Largest citizen-science platform; people-powered research through web-based tasks. Directly comparable to BMT's human-in-the-loop data labeling model, though Zooniverse is academic/nonprofit-led and lacks BMT's gamified game interface and commercial AI platform.
• Foldit: University of Washington protein-folding puzzle game that turns player gameplay into scientific data. The closest analogue to BMT's cancer research games (Rocks & Runes, The Omega Cluster, SpaceRex) and the COVID-19 Cell App distributed grid approach.
• Eyewire: Game-based citizen-science project for neural mapping run out of Princeton. Comparable to BMT's Eye in the Sky: Defender in turning gameplay into labeled training data for medical imaging AI.
• EteRNA: Stanford- and CMU-backed RNA-folding puzzle game that crowd-sources RNA design rules from players. Closely comparable to BMT's drug-discovery and cancer-research gamified science pipeline.
• StreamElements: Leading live-streaming engagement and monetization platform for Twitch and other services. Most direct competitor to BMT's Sponster/Enfluent esports engagement suite and Twitch extensions.

Broad incumbents

• Palantir Technologies: Large-scale AI/data analytics platform heavily used by government and public-sector customers. Overlaps with BMT's HEWMEN SMOG (small/medium orgs and governments) go-to-market, but Palantir is a much broader, established enterprise incumbent.
• C3.ai: Enterprise AI application platform with significant government and industrial customers. Comparable as a broad incumbent in the same AI-platform category that HEWMEN targets, though at vastly larger scale.
• DataRobot: Enterprise AI/ML platform focused on automated machine learning for business users. Comparable to the Ingest & Unify, Transform & Clean, and Query & Report modules of HEWMEN, with much broader commercial reach.
• Streamlabs (Logitech G): Major streaming engagement, alerts, and sponsorship tooling provider owned by Logitech. A broader incumbent in the same live-streaming engagement category as Sponster/Enfluent.

Others

• SciStarter: Online hub connecting people to citizen-science projects, including coverage of BMT's gamified science programs. Adjacent ecosystem participant rather than a direct competitor, but indicates the broader citizen-science network in which BMT operates.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat6 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles12 records

Funding overview

Funding rounds6 records

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about BALANCED Media Technology