benchmarking

mpathic is a clinician-founded AI safety company that helps AI builders evaluate and improve their models with expert-led evaluation and scientifically grounded benchmarking focused on psychosocial risks. Its platform runs expert judgment across pre-training, post-training and continuously in production, with a network of 7,000+ licensed clinicians writing policy, taxonomy, rubrics and conversation scripts. It offers mPACT benchmarks on suicide risk, eating disorders and misinformation.

AI-assisted reinforcement learningannotationexpert-led evaluationhuman evaluationmodel red teamingtaxonomy, rubric and policy design

Encolor is a Black woman-owned small business providing strategic advising and technical assistance to values-driven organizations across the energy industry. Its work is informed by lived experiences and deep industry expertise, creating practical, human-centered solutions. Encolor is a certified diverse business enterprise (CA, IL, OR), a Minority Business Enterprise of the WRMSDC, and a WBENC-certified Women's Business Enterprise.

facilitationHuman-Centered Research & Evaluationorganizational change managementprogram designStrategic Planning & Theories of ChangeThird-Party RFP Managementtraining

Endeavor Management is a consulting firm that helps organizations grow revenue and improve enterprise performance by working at the intersection of brand, operations, and culture. It blends industry advisors and creative firepower with consulting acumen and data science, serving industries including healthcare, energy, automotive, retail, technology, and private equity. Its e4 framework covers envisioning, engaging, energizing, and enabling organizations through transformation.

brand strategyBusiness Transformationchange communicationsdata and analyticsdata modelingDigital transformationexecutive coachingexperience managementfundraising and cause marketinginterim executivesleadership developmentmarketing strategymarket insightsmedia strategy and buyingmergers and acquisitions advisoryOperational excellencetechnology strategy

Grumman|Butkus Associates (GBA) is a sustainable engineering firm founded in 1973, specializing in sustainable design engineering and energy efficiency consulting. The firm provides MEP engineering design, commissioning, retro-commissioning, monitoring-based commissioning, facility analysis, and energy efficiency consulting, with over 50 years of experience and 177 awards for engineering excellence.

ASHRAE auditscommissioningenergy efficiency consultingEnergy ModelingFacility AssessmentMEP engineeringmonitoring-based commissioningRetro-Commissioning

EnerGreen Sites is a sustainability consulting firm founded in July 2013 by Nazanin Amirian, focused on converting New York City commercial and multi-family residential buildings into greener, smarter structures. It is an NYC Accelerator Service Provider and a NYC Certified WBE (Small Women Owned Business Enterprise), offering customized energy efficiency solutions for building decarbonization, penalty reduction, and compliance assistance.

Building Assessmentsclean heat technology collaborationcompliance assistancehot water system conversionowner's representationproject managementSustainability consultingutility bill auditing

Energy Resources Group, Inc. (ERG) is a consulting and design firm founded in 1975 that specializes in saving energy for clients. ERG is a certified Commissioning Authority (CxA) and blends architectural and engineering expertise to design and implement energy efficiency programs for new construction and retrofits.

building systems designcommissioningenergy auditsenergy master planningEnergy Modelingfinancing assistanceloads analysismeasurement & verificationmonitoring-based commissioningnet-zero consultingRetro-Commissioningretrofit design and implementation

Enpira is a fully managed energy data platform that combines software with hands-on expertise to help organizations turn utility data into savings and efficiency. Founded in 2017 by Daniel Kauffman, the company serves local governments, K-12 schools, electric utilities, and facility portfolios, handling the full data lifecycle from automated acquisition to validation and analysis.

AI-driven pattern recognitionautomated utility data acquisitioncustom reportingdata validation and anomaly detectionenergy analyticsenergy savings calculationrate switching analysissolar production assessmentutility bill auditing

EN-POWER GROUP is a full-service energy engineering firm founded in 2003 that provides practical engineering knowledge to multifamily buildings, maximizing cost savings, reducing carbon emissions, and implementing risk mitigation. The firm offers engineering design and construction, consulting and management, rebates and project financing, lighting services, local law compliance, and new construction and sustainability services.

commissioningconstructionDepartment of Buildings filing & permittingelectrificationenergy auditingEnergy Modelingengineering & designlighting installationmechanical systemsproject managementRetro-Commissioning

Eos Group is a professional services and software development firm focused on enterprise cost intelligence, specializing in benchmarking, cost estimating, and preconstruction solutions. It serves the AEC/O industry as an independent software vendor and systems integrator, backed by estimators, engineers, and project managers, and has served 80% of ENR's Top 400 firms.

BIMcloud deploymentCost Estimatingcustom application developmentcustom integration developmentdatabase developmentdigital takeoffPreconstructionsoftware developmentSystems Integrationtraining and support

Equilar offers corporate leadership data and modern solutions for business development, board recruiting, executive compensation and governance. Its solutions include governance and executive compensation insights, board meeting preparation and analysis, AI-based proxy insight extraction, and the ExecAtlas Executive Engagement and Relationship Intelligence platform. Equilar has offices in Redwood City, CA, Chicago, IL and New York, NY.

AI-based proxy insight extractionboard meeting preparation and analysisboard refreshmentcustom dataincentive plan designpeer analysis

Ethicist International is a Washington, DC-based advisory firm providing ethical business solutions for ethics-first organizations. It advises industries, organizations, and leaders at the nexus of ethics and policy, helping them earn and maintain trust in the stakeholder economy. Services include ethical leadership strategies, equipping ethics and compliance officers, and building and sustaining sector-wide ethics platforms.

assessments of ethics platformsconvening of technical expertscoordination of multi-party consultationscurricula and content designfacilitation of novel researchlandscape analysesliterature reviews and researchpolicy evolution guidancesenior leadership workshopstools development

Facility Strategies Group (FSG) is a small business licensed engineering firm established in 2003 with offices in New York City and just south of Charlotte, NC. FSG provides strategic and engineering decision-making support across the buildings sector to integrate energy efficiency, sustainability, and renewable energy for local and state governments, K-12 schools, commercial clients, non-profits, and large multifamily housing projects.

advanced control systemscentral plantcommissioningdesign and construction administrationdomestic hot waterenergy and sustainability planningenergy engineeringHVACmeasurement & verificationMEP and envelope systemsproject management

FedData Technology Solutions (FDTS) is a Direct Value Added Reseller, systems integrator, and IT solutions provider headquartered in Annapolis Junction, MD, serving high-security clients in the Intelligence Community, DoD, and civilian sectors. FDTS has 35 years of experience as an IC and DoD contractor and is ISO 9001:2015 and ISO/IEC 20243:2018 certified.

asset tagging and labelingCustom imaginghardware and software installationhigh-performance computingNetworks & Infrastructureperformance engineeringrack configuration and shippingRollout managementsecure supply chain managementsoftware engineeringsystem integrationSystems EngineeringTesting and quality assurance

Findem is an AI people intelligence company that combines trusted people data and AI to help teams source, hire, develop, and plan their workforce. Its Findem Studio turns people intelligence into finished work using pre-built or custom agents, grounded in expert-labeled data and methodology. It serves talent acquisition, executive search, HR, VC/PE firms, and regional workforce organizations.

AI sourcingcandidate matchingembedded AIjob board automationrelationship signalsskills-gap analysissuccession planningsuccess signalsWorkforce Planning

Fixed Point Analytics is a full service data science company focused on sustainability, describing itself as a data science as a service company. It helps clients turn data into decisions across measurement strategy, machine learning, and analytics bandwidth augmentation, with expertise in advertising and marketing data, web metrics, financial data, business intelligence, and sustainability/materiality metrics. It is a certified veteran-owned business founded by Brent Sitterly.

dashboard developmentData Sciencefactor analysisfractional CTO/CIO/CDO servicesmachine learningmeasurement strategypredictive modelingtraining

FreshTracksHX is a boutique UX consulting agency providing User Experience Research expertise to clients. Founded in 2008 as StoneUX, the team conducts end-to-end strategic and tactical research and helps organizations grow their UX research capabilities through training and expert support, creating custom programs to meet organizations' UX research needs.

consensus buildingdesign thinkingHeuristic evaluationjourney mappingmoderated and unmoderated researchpersona developmentqualitative and quantitative mixed method researchresearch operations supportresearch trainingstorytellingUX researchworkshop facilitation

Meet The Team Career What We Offer For Corporate Enterprises Insights to Impact - AI Upskilling For Technology Vendors GAI Navigator - Gen AI Monitoring Service The 2026 Corporate Buyers Guide Daily AI News Daily AI News Briefing In Today's News Ratings and Rationale Resource Center AI Knowledge Hub GAI Insights Blog Paul Baier's Newsletter Paul Baier's Tik Tok Trainings & Guides Secure Employee Chatbot Comparison Harvard Business Review WINS Framework AI Leadership Network (Peer Networking) Gen AI Benchmarking Events AI Blueprint for MA Talk To US Human + AI Your Employees Can Use AI. Can They Use It Well? GAI Insights trains PE firms, their portfolio companies and other AI forward companies to turn AI into higher revenue per employee. Our trainers delivered 130 hands-on workshops on Claude and Chat GPT in the first nine months of 2026 for Wall Street firms.The firms that lead in 2027.

advisory servicesAI assessmentsAI research and analysisAI training and workshopspeer networkingvendor comparisons

Gartner delivers actionable, objective business and technology insights, expert guidance and tools that enable leaders to make faster, smarter decisions and stronger performance on mission-critical priorities. It is a $6.5 billion company and member of the S&P 500 with over 20,000 associates in 85 offices globally, working with enterprises in approximately 90 countries and territories, with 45+ years of experience.

analyst consultationsconferencesconsultingresearch and advisoryWebinars

David Hochman is a management consultant specializing in technology-based (sometimes called innovation-based) economic development or "tbed." He helps clients generate better economic performance—more company formation and job creation—from science and engineering innovators, drawing on decades of relevant professional experience to analyze, redesign, or tune the culture and performance of ecosystems for industrial R&D partnerships and startup formation.

data analysisinnovation auditsinterviewsManagementprogram evaluationreport draftingStakeholder Analysisstrategic-planningventure mentoring

Activated Insights provides market-leading software, technology, surveys, and training for senior care and home care providers, including home care, home health, hospice, independent living, assisted living, memory care, CCRC, and skilled nursing. It enables long-term and post-acute care providers to improve experiences for employees and clients through recruiting, training, retention, experience management, and recognition tools.

experience managementintegrationsrecruiting outreachreputation managementsurveystraining

Huddy HealthCare Solutions specializes in strategic, operational and facility planning and healthcare design solutions, using data-driven predictive modeling and simulation to guide healthcare facility planning. Founded by Jon Huddy in 2014, the firm has worked with over 400 healthcare organizations and 250 design and construction firms worldwide, delivering 300+ emergency department redesigns.

architectural design consultingcomputer simulationconceptual planningData Analyticsfeasibility studiesmaster planningoperational process improvementpredictive modelingworkflow analysis

Infinite IQ licenses a discovery platform serving financial, athletic, and medical industries. The company provides cloud-based data discovery tools and a patented graphical interface, with applications including benchmarking for marketing collateral, customer service responses, AI coach recommendations, scientific resource planning, and personalized medical treatment plans or summarization. It is a privately held Massachusetts company with thirty years of experience in data analytics, having focused on uniformed Department of Defense operations for seve

consultationData Analyticsfraud detectionmathematical modelingscenario optimizationVisualization

InnovationOne, LLC is an innovation consulting firm that helps organizations throughout the world build a culture of innovation and make it sustainable. It uses the scientifically developed InnovationOne Culture Index© to measure, benchmark, and improve a company's culture and capability to innovate, and provides executive coaching, management and employee training, and interventions. It works with companies, government agencies, public sector research labs, and non-profits.

executive coachinggroup hack facilitationinnovation consultinginnovation culture assessmentinnovation workshopsmanagement and employee training

Diversity Way-Maker provides consulting and strategic solutions that enable equity and inclusion in workplaces across the globe. Founded by Yolánda L. Chase, it offers the Diversity Way-Maker® Leadership Competency Architecture, a framework that equips leaders with skills to reconcile identity, build cross-cultural competence, and lead with equity as a core competency.

coachingcompetency model developmentdiversity consultationfacilitationkeynote speakingleadership developmentstrategic diversity planningsystems assessmenttraining