The Human Machine Collaboration Institute

What The Human Machine Collaboration Institute does

The Human Machine Collaboration Institute (HMCI) is an independent, self-funded AI research and professional services company founded in 2024 by Sadie St. Lawrence and headquartered in Rancho Cordova, California. HMCI operates through three pillars: DISCOVER (research and products including white papers, foundational consciousness research, and an in-development Open Source Research Platform), TRANSFORM (enterprise and municipal consulting, including fractional CTO engagements, Azure cloud migration, and AI strategy), and AMPLIFY (executive education, keynotes, brand partnerships, and thought leadership reaching 700K+ people). Its flagship engagement is a $5M, three-year public-private partnership with the City of Rancho Cordova delivering a city-scale digital twin for traffic intelligence (powered by SUMO simulation, multi-view computer vision, Azure GPU, and NVIDIA Omniverse), an Orchestration Management Platform, NVIDIA-aligned workforce training, and the IR² self-sustaining governance framework.

HMCI's underlying technology stack centers on Azure cloud infrastructure with GPU support, NVIDIA Omniverse for 3D digital twin visualization, SUMO traffic simulation, and computer vision pipelines for vehicle counting and re-identification. AI modalities deployed include text (NLP for research and advisory content), image (3D visualization via Omniverse), video (multi-view intersection analytics), and structured data (Azure SQL, Data Warehouse, ADLS Gen2, Data Factory). Proprietary assets include the digital twin, OMP, IR² model, and white papers on human-AI team management, organizational AI context, and municipal management.

HMCI's business model combines professional services revenue across four streams: consulting and advisory (enterprise data & AI strategy, technology implementation, workforce development), municipal AI ecosystem contracts (managed-services-style multi-year deals), speaking and brand partnerships (executive keynotes, fireside chats, and thought leadership campaigns), and executive education. Pricing is quote-based and not publicly disclosed; the municipal contract is structured as a multi-year deal at $5M over three years. Go-to-market is consultative and founder-led, targeting municipalities, enterprises, and research institutions, with brand visibility generated through the founder's keynote circuit (e.g., NVIDIA GTC DC), a podcast, and a blog reaching 700K+ people.

Name

The Human Machine Collaboration Institute

Legal name

Human Machine Collaboration Institute

Website

https://hmci.ai

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

11–50 employees

Short description

HMCI is an independent, self-funded AI research and consulting firm helping municipalities, enterprises, and research institutions deploy human-machine collaboration frameworks. It builds digital twins, workforce programs, and governance models, anchored by a $5M, three-year Rancho Cordova AI & Robotics Ecosystem partnership.

Ownership category

akta.pro rank

Product category

AI Consulting & Research Services

NAICS

Computer Systems Design and Related Services (54151), Scientific Research and Development Services (5417)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ)

akta.pro secondary industries

Data, Analytics & AI Training (BI, Data Engineering, ML/GenAI) (BPAEANAH), Technical Enablement & Adoption Services (Change Management, Adoption, Champions) (BPAEANAC), Robotic Process Automation (RPA) & Hyperautomation Platforms (HDAEAKAF)

Keywords

• AI consulting services
• Data strategy advisory
• Workforce AI training
• Smart city infrastructure
• Human-AI collaboration research

Headquarters

HQ city

Rancho Cordova

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Consulting & Advisory Services: HMCI funds its work by solving the hardest data & AI challenges facing enterprises today. Services include enterprise data & AI strategy, technology implementation & optimization, and workforce development & AI readiness. Revenue generated from project-based consulting and fractional CTO engagements.
2. Municipal AI Ecosystem Contracts: Long-term public-private partnerships with municipal governments, such as the $5M, three-year Rancho Cordova AI & Robotics Ecosystem contract.
3. Speaking & Brand Partnerships: Revenue from executive keynotes, fireside chats, workshops for boards and leadership teams, plus strategic thought leadership campaigns for AI and technology brands.
4. Executive Education & Advisory: Bespoke executive education and advisory engagements for organizations navigating AI adoption and workforce transformation.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels7 records

Core offering

HMCI is an AI research and professional services company that helps enterprises, municipalities, and research institutions solve data and AI challenges through consulting engagements, applied research on human-machine collaboration, and executive AI literacy education. Its core commercial offering is enterprise data and AI strategy, technology implementation and optimization, and workforce development and AI readiness programs. The flagship deliverable is the Rancho Cordova AI & Robotics Ecosystem, a $5M, three-year public-private partnership delivering a city-scale digital twin, Orchestration Management Platform, NVIDIA-aligned workforce training, and an Innovation Revenue & Reinvestment (IR²) governance framework.

Product overview

HMCI is an independent AI research and professional services company pursuing its mission through three integrated pillars: DISCOVER (research and products), TRANSFORM (consulting and advisory), and AMPLIFY (education and influence). The core offering is a portfolio of research publications (white papers on human-AI teams, municipal management, and enterprise AI context), an open-source research platform for human-machine collaboration (in development), enterprise data and AI consulting engagements, AI literacy and executive education programs, and the Rancho Cordova AI & Robotics Ecosystem — a flagship municipal engagement delivering five integrated workstreams: a city-scale digital twin for traffic intelligence (NVIDIA Omniverse + Azure), an Orchestration Management Platform, workforce training aligned to NVIDIA certifications, an IR² self-sustaining governance model, and business attraction programming. Consulting engagements also produce deliverable sub-products such as municipal technology roadmaps (Azure cloud migration, upskilling plans, org design). The AMPLIFY pillar covers executive keynotes, speaking engagements, brand partnerships, and the 'Becoming an AI Orchestrator' book by founder Sadie St. Lawrence.

Differentiator

Problem solved

Functional benefit

Products and services

• Enterprise Data & AI Consulting & Advisory
• AI Literacy & Executive Education
• Rancho Cordova AI & Robotics Ecosystem
• HMCI White Papers & Research Publications
• Open Source Research Platform for Human-Machine Collaboration
• Human-Machine Collaboration Keynotes & Speaking

Quantifiable outcome

• 700K+ people reached through media and education
• +2 more outcomes

Named customers3 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability10 records

Feature4 records

Partnerships

Eleven partnerships are on record, tiered core and minor.

• NVIDIAcoreTechnology or Integration · 1 November 2025HMCI works alongside NVIDIA to design and deploy AI infrastructure built for real communities. NVIDIA Omniverse powers HMCI's 3D digital twin visualization. HMCI's training framework is built on NVIDIA's certification and training architecture. NVIDIA subject matter experts collaborate directly with HMCI on smart city system design and deployment.
• SolidigmcoreTechnology or Integration · 1 November 2025SK hynix subsidiary and semiconductor anchor in Rancho Cordova with global HQ and R&D campus. Generates engineering density, executive talent, and founder spinout potential for the AI ecosystem.
• City of Rancho CordovacoreStrategic or Co-development PartnerPublic-private partnership designing city-scale AI infrastructure, workforce development, and innovation governance framework. A $5M, three-year program delivering city-scale AI infrastructure.
• Child Action, Inc.minorStrategic or Co-development PartnerNonprofit client for technology roadmap and cloud architecture strategy engagement from May through December 2025.
• UC DavisminorStrategic or Co-development PartnerEducational partner in the Rancho Cordova AI & Robotics Ecosystem, contributing to workforce development and research initiatives.
• SalesforceminorStrategic or Co-development PartnerPartner organization contributing to ecosystem activities and workforce development programs.
• WonderschoolminorStrategic or Co-development PartnerPartner in workforce development and ecosystem programming for the Rancho Cordova initiative.
• Robert HalfminorStrategic or Co-development PartnerPartner organization in ecosystem activities and workforce development initiatives.
• CenteneminorStrategic or Co-development PartnerPartner organization contributing to ecosystem programming and workforce initiatives.
• LinkedInminorStrategic or Co-development PartnerPartner organization in ecosystem activities and workforce development.
• SMUDcoreOthersSacramento Municipal Utility District provides reliable and affordable power infrastructure supporting the data center concentration in Rancho Cordova.

Scale indicators4 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Cityzenith: Smart-cities digital twin platform company working with municipalities on infrastructure visualization and planning; the closest peer to HMCI's Rancho Cordova digital-twin workstream on NVIDIA Omniverse.
• SandboxAQ: AI and quantum research and consulting firm that combines frontier research with enterprise advisory engagements — the closest analogue to HMCI's research-institute-plus-consulting model in the private market.
• DeepLearning.AI: AI education and research company founded by Andrew Ng producing courses, specializations, and the AI Fund; directly comparable to HMCI's AMPLIFY pillar of executive AI education and research dissemination.
• Govini: Government and AI-focused analytics and advisory firm serving public-sector buyers; directly comparable on the municipal/government AI consulting motion and the ecosystem-style partnerships HMCI is building.
• Faculty: UK-based AI research and consulting firm that sells AI strategy, implementation, and applied research to enterprises and governments; directly comparable to HMCI's consulting-research-education flywheel.
• Replica: Urban planning data and analytics platform that builds city-scale digital models for transportation and infrastructure planning — closely comparable to HMCI's traffic intelligence digital twin and city-scale simulation work.

Broad incumbents

• Booz Allen Hamilton: Large government technology and AI consulting incumbent with deep municipal and federal public-sector relationships; competes for the same municipal AI ecosystem engagements HMCI is targeting with NVIDIA.
• BCG X: Boston Consulting Group's dedicated AI and digital build-and-design arm; competes for the same enterprise AI strategy and transformation mandates as HMCI's consulting practice, with much deeper resources.
• Slalom: Mid-market-focused technology and AI consulting firm with a strong public-sector practice; comparable on enterprise AI strategy and implementation engagements, though much larger and broader than HMCI.

Emerging players

• AI4ALL: AI education nonprofit focused on workforce AI literacy and inclusive AI adoption; comparable to HMCI's executive and workforce AI education workstream, particularly the NVIDIA-aligned training framework.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/hmci-ai
• Xx.com/HMCInstitute

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Funding overview

Funding rounds

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 The Human Machine Collaboration Institute