The Human Machine Collaboration Institute
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.
- Company typePrivate
- Founded2024
- HeadquartersRancho Cordova, United States
- Headcount11–50
- GTM typeB2B
- OfferingServices
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.
The Human Machine Collaboration Institute firmographics
Firmographics- 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
The Human Machine Collaboration Institute industry classification
Industry- 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
Where The Human Machine Collaboration Institute is headquartered
LocationHeadquarters
- HQ city
- Rancho Cordova
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
The Human Machine Collaboration Institute business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Others
Revenue model
- 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.
- Municipal AI Ecosystem Contracts: Long-term public-private partnerships with municipal governments, such as the $5M, three-year Rancho Cordova AI & Robotics Ecosystem contract.
- 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.
- Executive Education & Advisory: Bespoke executive education and advisory engagements for organizations navigating AI adoption and workforce transformation.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Municipal Ecosystem Partnership |
| Other | Multi-year contract | Speaking Engagements |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels7 records
The Human Machine Collaboration Institute product offering
Product offeringCore 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
Companies that use The Human Machine Collaboration Institute
Customer profileNamed customers3 records
Segments5 records
Ideal customer profiles4 records
The Human Machine Collaboration Institute technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability10 records
Feature4 records
The Human Machine Collaboration Institute partnerships and signals
Strategic signalPartnerships
Eleven partnerships are on record, tiered core and minor.
- NVIDIAcoreHMCI 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.
- SolidigmcoreSK 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 CordovacorePublic-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.minorNonprofit client for technology roadmap and cloud architecture strategy engagement from May through December 2025.
- UC DavisminorEducational partner in the Rancho Cordova AI & Robotics Ecosystem, contributing to workforce development and research initiatives.
- SalesforceminorPartner organization contributing to ecosystem activities and workforce development programs.
- WonderschoolminorPartner in workforce development and ecosystem programming for the Rancho Cordova initiative.
- Robert HalfminorPartner organization in ecosystem activities and workforce development initiatives.
- CenteneminorPartner organization contributing to ecosystem programming and workforce initiatives.
- LinkedInminorPartner organization in ecosystem activities and workforce development.
- SMUDcoreSacramento 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
The Human Machine Collaboration Institute competitors and assessment
Company assessmentDirect 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
The Human Machine Collaboration Institute social profiles
Digital presenceThe Human Machine Collaboration Institute financial estimates
Financial estimateRevenue estimate
Valuation estimate
The Human Machine Collaboration Institute leadership team
Management profileNumber of profiles
Profiles8 records
The Human Machine Collaboration Institute funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
The Human Machine Collaboration Institute M&A and investment
M&A and investmentM&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
What does The Human Machine Collaboration Institute do?
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.
Is The Human Machine Collaboration Institute a public or private company?
The Human Machine Collaboration Institute is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was The Human Machine Collaboration Institute founded?
The Human Machine Collaboration Institute was founded in 2024. It employs 11 to 50 people.
Where is The Human Machine Collaboration Institute based?
The Human Machine Collaboration Institute is headquartered in Rancho Cordova, United States, in the North America region.
How does The Human Machine Collaboration Institute make money?
Four revenue lines are on record. Consulting & Advisory Services are the primary driver. The others are municipal AI Ecosystem Contracts, speaking & Brand Partnerships and executive Education & Advisory.
Who are The Human Machine Collaboration Institute's main competitors?
Direct peers on record are Cityzenith, SandboxAQ, DeepLearning.AI, Govini, Faculty and Replica. Broad incumbents are Booz Allen Hamilton, BCG X and Slalom. AI4ALL is listed as an emerging player.
Does The Human Machine Collaboration Institute have an API?
No public API is recorded for The Human Machine Collaboration Institute.
What industry is The Human Machine Collaboration Institute in?
The Human Machine Collaboration Institute's product category is AI Consulting & Research Services. Its primary akta.pro industry code is BPAEAAAJ, AI/ML Solution Integration & MLOps Enablement, with a secondary code of BPAEANAH, Data, Analytics & AI Training (BI, Data Engineering, ML/GenAI). Its NAICS code is 54151 and its SIC code is 7370.