Amii
UnclaimedMarket category: AI Training Services Also in: AI Consulting, Online Courses
Amii is a non-profit AI institute advancing research, talent development, AI literacy, and responsible adoption of artificial intelligence.
Overview
Amii is a non-profit AI institute that advances artificial intelligence through research, talent development, accessible AI literacy, and practical support for organizations adopting AI. It serves researchers, learners, businesses, startups, and communities by connecting expertise with real-world challenges and promoting responsible, human-centred AI.
Mission statement
Advance AI for good and for all, creating positive, inclusive impact for people, industries, and society.
One of 13 AI agents in AI & Machine LearningOne of 38 AI agents in AI Training Services
What we offer
AI Training
Builds AI skills and a shared foundation that helps teams collaborate and contribute more effectively to AI initiatives.
amii.ca →AI Strategy
Identifies and prioritizes business-aligned AI opportunities, validates a leading project, and builds team capability to guide future initiatives.
amii.ca →AI Development
Builds and validates custom AI solutions while developing in-house expertise, preserving client intellectual property ownership, and preparing work for deployment handoff.
amii.ca →K-12 AI Learning Kits
Equips educators to teach foundational AI literacy, critical thinking, and ethical skills with classroom-ready, curriculum-aligned learning kits.
amii.ca →AI for All: Essentials for Educators
Helps K–12 educators build AI confidence and lead responsible AI learning with practical training and professional development resources.
amii.ca →AI for All: Essentials for Students
Helps post-secondary students understand AI, apply it ethically in their fields, and build digital skills for an AI-enabled workforce.
amii.ca →AI for All: Essentials for Canadians
Helps Canadians understand AI, recognize its opportunities and risks, and make informed choices about using it in everyday life and work.
amii.ca →AI Workforce Readiness Program
Helps post-secondary institutions integrate accessible AI literacy into education and prepare students for an AI-driven workforce.
amii.ca →AI Pathways: Energizing Canada's Low-Carbon Workforce
Helps Canadian energy workers build practical, responsible AI skills for productivity and machine learning applications in a changing energy sector.
amii.ca →AI Literacy for Everyone Platform
Builds practical AI skills and confidence with expert-led courses and regularly updated learning resources for individuals and organizations.
amii.ca →Amii Coursera Courses
Builds practical skills in generative AI and reinforcement learning for applying AI to real-world challenges.
amii.ca →AI Ethics Workshop
Builds practical skills and confidence to govern, evaluate, and deploy AI responsibly.
amii.ca →Machine Learning Masterclass for Investors
Builds the knowledge and due diligence skills to assess AI startups, identify genuine opportunities, and make informed investment decisions.
amii.ca →Machine Learning Masterclass for Executives
Builds executive AI fluency to support strategic alignment and informed decisions about where AI can create value.
amii.ca →ML Exploration
Helps startups understand AI’s business potential and leave with prioritized opportunities to consider pursuing.
amii.ca →Level Up
Helps AI-powered startups make stronger technical decisions, scale machine-learning systems, and connect with experts, peers, talent, and investors.
amii.ca →AI Startups Pitchbook
Helps investors discover AI startups and assess their missions, focus areas, and recent growth.
amii.ca →AI for Earth Scholarship Program
Builds practical AI literacy for environmental and meteorological work through flexible, funded training and specialized learning resources.
amii.ca →Market segments
Market size by segment
Growth potential (CAGR)
Machine learning development services
Hands-on engineering support for organizations developing AI proofs of concept, evaluating models, preparing data, and planning scalable deployment.
Products: AI Development
AI consulting
Advisory services that help enterprises identify high-value AI opportunities, select models, define technical architectures, and plan workflow redesign and adoption.
Products: AI Strategy
AI training and upskilling
Programs and curricula that build organizational AI literacy, practical skills, and adoption roadmaps through hands-on labs, cohort projects, and expert-led training.
Products: AI Training, AI Literacy for Everyone Platform, AI Ethics Workshop, Amii Coursera Courses, Machine Learning Masterclass for Executives, Machine Learning Masterclass for Investors
More information about our offering
AI Training
Amii’s AI Training helps organizations build AI skills and a shared understanding of AI so technical and non-technical teams can collaborate effectively. Programs are tailored to an organization’s industry, team, goals, and challenges, and can be designed for executives, technical experts, or all staff. No prior AI experience is needed.
Category: AI Training Services
- Tailor Training To Your TeamFocus training on the AI knowledge most relevant to the organization and the roles and objectives of its teams.
- Align Teams On AIGive colleagues a common foundation for discussing AI and contributing to organizational AI initiatives.
- Start Without Prior AI ExperienceHelp teams begin building AI knowledge regardless of their prior experience.
- Build Practical AI SkillsDevelop the skills and knowledge teams need to work with AI and contribute to organizational initiatives.
AI Strategy
Amii’s expert-guided AI Strategy service helps organizations identify and prioritize AI opportunities aligned with business goals. Amii and client teams map and evaluate more than 30 opportunities, then assess the viability of a leading project, including data readiness, risk and value, a literature review, and model recommendations. Coaching and collaborative sessions build the team’s ability to assess opportunities independently. Deliverables include a prioritized AI roadmap and project validation report. The process takes approximately three months and can be delivered online or in person.
Category: AI Consulting
- Prioritize High-Value AI OpportunitiesFocus on AI opportunities that fit the organization’s strategic goals and business needs.
- Assess Your Top Project’s ViabilityUnderstand the viability of a leading project and plan next steps using an assessment of data readiness, risks, value, literature, and model recommendations.
- Build Skills For Future AI DecisionsDevelop skills to identify, assess, and prioritize AI opportunities independently.
- Guide Your Next AI InitiativesUse a tailored, prioritized roadmap to consider and explore AI opportunities aligned with organizational needs.
- Align Strategy With Your OrganizationBring technical and non-technical team members together around a strategy relevant to the organization.
- Choose A Convenient Session FormatParticipate remotely, at Amii headquarters, or at the client’s site.
AI Development
Amii partners with organizations to co-develop custom AI models for real-world business needs. A full-time ML Resident works exclusively on the project alongside the client team, with Amii Staff Scientists providing oversight and guidance through design, development, testing, and validation. Residents also act as a technical point of contact between Amii and the organization, working with a dedicated Project Manager. The 12–15-month engagement includes project documentation, knowledge transfer, and full client ownership of intellectual property. At completion, the model is prepared for evaluation in simulated or real-world environments and handoff to the client’s deployment team; deployment is not included. Scope can change as priorities shift, and clients may hire the ML Resident after the project.
- Build A Custom, Business-Aligned AI ModelDevelop a model tailored to organizational needs through collaborative design and refinement.
- Add Dedicated, Full-Time AI Project CapacityGain a full-time AI professional focused on the project, with the option to retain their expertise through a post-project hire.
- Guide Development With Expert OversightReceive expert guidance on technical decisions and project progress throughout development.
- Test And Validate Models Before HandoffAssess and refine the solution before it moves to the client’s deployment team for evaluation.
- Build Skills For Independent AI InitiativesEquip the team with project knowledge and skills to maintain and scale the solution and lead future initiatives.
- Retain Full Ownership And Project DocumentationKeep control of project intellectual property and use documentation to support handoff, adaptation, and scaling.
- Protect Data And Confidential InformationWork with a partner that prioritizes data security and proprietary information confidentiality.
- Adapt Project Scope As Priorities ChangeRespond to changing priorities while keeping work aligned with organizational goals.
- Coordinate Technical CollaborationSupport communication and feedback between the organization and Amii through the Resident and Project Manager.
- Stay Informed Through Regular Project UpdatesReceive updates and communicate through a dedicated point of contact throughout the project.
K-12 AI Learning Kits
Fully funded, curriculum-aligned AI learning kits co-created with teachers for Canadian K-12 classrooms. The kits help educators deliver foundational AI literacy, critical thinking, and ethical skills, supporting students to understand AI and engage with it responsibly.
- Teach Foundational AI LiteracySupport teachers in delivering foundational AI literacy to K-12 students.
- Align Lessons With Classroom CurriculaUse the kits in Canadian classrooms as part of teaching.
- Build Ethical AI SkillsTeach students ethical skills for responsible engagement with AI.
- Use Resources Co-Created With TeachersEducator input informs resources designed for classroom use.
- Develop Critical Thinking SkillsHelp students think critically about AI.
AI for All: Essentials for Educators
A free, open-access online AI literacy course designed for K–12 educators. Built by educators, it provides practical grounding in AI literacy, core technical knowledge, and guidance on AI ethics, safety, and governance. Turnkey resources are available for educators and organizations to integrate into existing professional development systems.
Category: AI Training Services
- Build Practical AI ConfidenceGive educators practical grounding in AI literacy for approaching AI-related questions and learning.
- Navigate AI ResponsiblyConsider ethical, safety, and governance issues when evaluating AI use in education.
- Integrate AI Into Professional DevelopmentIncorporate course materials into existing professional development systems.
- Strengthen AI FoundationsBuild foundational AI knowledge through practical training.
- Develop Ethical AI AgencyCombine educator-developed training with a research-backed approach to ethical AI confidence and digital agency.
- Expand Educator LearningExtend practical AI learning with additional modules.
AI for All: Essentials for Students
A foundational, three-hour online AI literacy course for post-secondary students, designed for learners with any level of technical experience. It introduces how modern AI tools work, how to apply them ethically within disciplines such as nursing, journalism, and chemistry, and digital skills employers demand. Students can complete the course online or through their institution’s learning management system. English and French resources are available.
Category: AI Training Services
- Build Foundational AI LiteracyGain an accessible introduction to AI and modern AI tools.
- Apply AI Ethically In Your FieldConsider AI use in a field of study and learn to apply it ethically in discipline-specific contexts.
- Develop In-Demand Digital SkillsBuild digital skills the program identifies as relevant to employers and an AI-enabled economy.
- Choose Online Or Campus LearningAccess the course online or through an institution.
- Learn In English Or FrenchAccess course resources in either official language.
AI for All: Essentials for Canadians
A free, plain-language AI literacy course that helps Canadians understand how AI works in everyday life and work. Learners explore real-world opportunities and risks, including bias, misinformation, and privacy, and build judgment to use AI confidently and responsibly. The program is available online in English and French.
Category: AI Training Services
- Understand AI In Everyday Life And WorkMakes AI concepts approachable and relevant to daily life and work.
- Use AI Confidently And ResponsiblySupport informed decisions and responsible AI use.
- Recognize AI Functions And OpportunitiesBuild understanding of AI and potential applications in real-world settings.
- Identify AI Risks And ImplicationsRecognize potential bias, misinformation, and privacy concerns.
- Access Free Online Learning In Two LanguagesAccess the program online at no cost in either official language.
AI Workforce Readiness Program
A national initiative that helps Canadian public post-secondary institutions prepare students for an AI-driven economy. Institutions receive foundational AI literacy learning, modular curriculum resources for integration across disciplines, research, and opportunities to collaborate with Amii and other institutions. The program has been integrated into the federally supported AI for All: Essentials for Students initiative, which provides expanded access, bilingual resources, flexible online or institutional LMS delivery, and funding through 2031. Participation is free for accepted institutions.
Category: AI Training Services
- Integrate AI Literacy Across DisciplinesBring practical AI literacy into courses and connect AI concepts with students’ fields of study.
- Build Foundational Student AI SkillsGive students an accessible introduction to AI and options for completing the course.
- Access Program Resources At No CostParticipate without a program fee, with grant funding supporting program activities.
- Support Curriculum ImplementationUse centralized resources and ongoing guidance to plan and integrate the program.
- Co-Develop Relevant AI CurriculaCreate curricula that reflect disciplinary needs and support AI literacy integration.
- Offer Flexible Bilingual LearningProvide flexible student access through bilingual materials and multiple delivery options.
- Connect With Institutions NationwideCollaborate and exchange knowledge with institutions across Canada.
- Inform Workforce Readiness PlanningUse research on classroom integration and workforce competencies to inform planning.
- Support Student Conference TravelBursary support can help students travel to Upper Bound and engage with an AI conference.
AI Pathways: Energizing Canada's Low-Carbon Workforce
AI Pathways is a training program for Canadian energy workers, supported by a $10.4 million Government of Canada investment. Its Foundations Track introduces AI and machine learning and their use in the energy sector, including productivity and responsible AI. The Technical Track provides advanced machine learning, deployment, and hands-on capstone training for the low-carbon energy sector. The program offers self-paced learning, digital badges, and opportunities to connect with other energy workers. Foundations Track scholarships are fully funded; the Technical Track is currently full, with expressions of interest accepted for future intakes.
Category: AI Training Services
- Build Practical AI SkillsGain foundational AI and machine learning knowledge relevant to energy-sector work.
- Apply Responsible AI PrinciplesDevelop knowledge for assessing AI risks and impacts and considering responsible governance and deployment.
- Advance Machine Learning ExpertiseProgress from machine learning concepts to model evaluation and deployment considerations.
- Demonstrate Skills With A CapstoneApply learning to an energy-sector challenge and produce a functional codebase using real-world data and deployment constraints.
- Access Funded Foundations TrainingEligible applicants can apply for fully funded Foundations Track scholarships while available.
- Fit Learning Around WorkWork through program materials at an individual pace and schedule.
- Showcase Verified LearningShare a badge demonstrating learning and, for Technical Track completers, link to capstone work.
- Connect With Energy PeersExchange AI knowledge with other Canadian energy workers.
- Apply For Conference SupportApply for support to attend Upper Bound and participate in low-carbon AI programming.
- Learn In FrenchAccess courses and affiliated content in French.
AI Literacy for Everyone Platform
Amii’s AI Literacy for Everyone Platform is an annual subscription for individuals and organizations seeking practical AI knowledge. It includes four expert-developed foundational courses with more than 12 hours of structured, on-demand learning, plus unlimited access to over 100 new modules released each year. Courses cover AI and machine learning foundations, generative AI tools and prompting, organizational AI readiness and strategy, and responsible AI, including ethics, governance, safety, risk, and regulation. The growing library includes news and trends, tools and resources, leadership strategy, and real-world applications through demonstrations, case studies, expert interviews, research explainers, and interactive resources.
Category: Online Courses
- Learn Essential AI And Governance ConceptsBuild knowledge across foundational AI, machine learning, generative AI, business integration, and responsible governance.
- Explore New AI Learning ModulesContinue learning through a growing collection of modules across AI trends, tools, strategy, and applications.
- Learn At Your Own PaceAccess course learning on demand through the annual subscription.
- Apply AI Learning To Real-World ScenariosUse practical tools and examples to connect AI concepts with organizational decisions and applications.
- Choose A Subscription For Your NeedsSelect an individual, team, or enterprise subscription for workforce learning.
Amii Coursera Courses
Amii-built courses offered through Coursera cover generative AI and reinforcement learning. They are designed to help learners build practical skills for applying AI to real-world challenges.
Category: Online Courses
- Apply AI To Real-World ChallengesBuild practical skills intended to help learners apply AI to real-world challenges.
- Explore Generative AILearn through Amii-built Coursera courses covering generative AI.
- Study Reinforcement LearningExplore reinforcement learning through Amii-built Coursera courses.
AI Ethics Workshop
AI Ethics workshops, delivered in partnership with the Digital Governance Council, build practical skills for responsible AI governance and deployment. Participants develop a critical understanding of AI ethics and gain frameworks and tools for integrating AI responsibly. AI Ethics 1 introduces governance frameworks and ethical risk identification and mitigation; AI Ethics 2 covers deployment strategies for fairness, accountability, and transparency. Each workshop combines three hours of live online instruction with three hours of self-directed learning. Learners can earn digital badges and certificates.
Category: AI Training Services
- Govern And Deploy AI ResponsiblyBuild skills for applying responsible AI approaches to governance and deployment.
- Build Governance FoundationsLearn governance frameworks and approaches for recognizing and mitigating ethical risks.
- Deploy AI With AccountabilityGain strategies for responsible deployment that address fairness, accountability, and transparency.
- Choose A Suitable Learning PathSelect a course aligned with the learner’s stage and interests.
- Learn From AI ExpertsLearn responsible AI practices and strategies from Amii experts.
- Combine Live And Self-Directed LearningComplete learning through live online instruction and self-directed study.
- Showcase Responsible AI ExpertiseDemonstrate expertise and commitment with digital badges and certificates.
Machine Learning Masterclass for Investors
A three-hour, in-person workshop that helps investment professionals critically assess AI startups and distinguish genuine opportunities from inflated claims. Expert instruction, practical exercises, group discussions, and case studies cover AI fundamentals, technology claims, real-world applications, business value, and due diligence. The workshop also addresses risks and ethical considerations, including data quality, privacy, algorithmic bias, security, and scalability. Available in cities across Canada, with private team sessions available on request.
Category: AI Training Services
- Guide Investment Due DiligenceUse practical questions to guide due diligence and evaluate investment prospects.
- Assess Startup Technology ClaimsCritically assess claims and separate potential innovation from hype.
- Evaluate AI Business ValueConsider business value when identifying potential investment opportunities.
- Identify AI Risks And Red FlagsExamine AI risks and ethical issues and recognize potential due diligence concerns.
- Understand Core AI ConceptsGain a grounding in AI terminology and principles for assessing AI-related claims and opportunities.
- Evaluate Real-World ApplicationsAssess real-world applications when considering an investment.
- Apply Learning Through Practical ExercisesPractice applying workshop concepts through exercises, discussions, and case studies.
Machine Learning Masterclass for Executives
A three-hour workshop that gives executive teams the AI fluency to align strategy and make informed decisions about where AI can create value. The workshop is listed as coming soon.
Category: AI Training Services
- Build Executive AI FluencyDevelop AI fluency so executive teams can make informed decisions about AI.
- Identify Where AI Creates ValueSupport executive decisions about where AI can create value.
- Align Strategy Around AIHelp executive teams align their strategy around AI.
ML Exploration
ML Exploration is a six-week virtual program for startups beginning their AI journey. Fully sponsored by Amii, it provides foundational AI and machine learning knowledge, weekly live workshops, and dedicated one-to-one access to Amii ML Educators. Participants use practical exercises and the Amii AI Opportunities Map to identify and prioritize two to five opportunities. The program is non-technical and does not include AI development work.
Category: AI Consulting
- Prioritize Two To Five AI/ML OpportunitiesEvaluate potential opportunities and leave with a prioritized set of options and relevant success considerations.
- Build Foundational AI And ML UnderstandingDevelop foundational understanding through weekly workshops without requiring technical background.
- Get Expert One-To-One GuidanceConnect program concepts to the startup’s business opportunities with educator guidance.
- Turn Ideas Into Actionable Next StepsUse exercises and independent work to shape ideas into a plan.
- Access The Program At No CostEligible startups can participate in the fully sponsored program.
- Explore AI Without CodingLearn about AI without math, coding, or development work.
- Learn Virtually Over Six WeeksParticipate remotely on a schedule designed for four to five hours of weekly commitment.
- Explore Eligible Cloud And AI CreditsEligible participants may qualify for partner-program API and cloud credits.
Level Up
Level Up is Amii’s one-year virtual membership for AI-powered startups ready to scale. Fully sponsored by Amii and valued at $10,000, it provides advisory support for technical challenges, including coaching with machine learning scientists, expert sessions, peer networking, recruitment support, and investor exposure. It is designed for eligible Canadian startups with a product or service in market that use AI or machine learning as a core technology.
Category: AI Consulting
- Strengthen Technical DecisionsGet practical advisory guidance on technical challenges such as model performance, pipelines, architecture, and new approaches.
- Access Sponsored Scaling SupportParticipate in a sponsored one-year virtual membership for eligible startups.
- Connect With Amii ExpertsDraw on Amii’s expert network for additional coaching support.
- Learn From Research And Industry ExpertsHear expert perspectives and join discussions about research, trends, and areas of expertise.
- Connect With Startup PeersExchange perspectives with CTOs and machine learning leads.
- Reach Machine Learning TalentShare job postings and connect with prospective talent through Amii.
- Reach Canadian InvestorsGain exposure through a profile in the investor Pitchbook.
- Showcase Amii AffiliationCommunicate the startup’s connection with Amii in company and funding materials.
- Build With Claude CreditsEligible participants may receive API credits for building with Claude.
- Scale With Google Cloud CreditsEligible participants may receive Google Cloud credits.
AI Startups Pitchbook
An exclusive investor resource featuring insights on standout AI startups in Amii’s network. Shared twice a year, it helps investors discover startups and explore profiles covering their missions, the problems they aim to solve, and their growth over the past year. The Fall 2026 edition features 47 AI startups.
- Discover And Connect With StartupsFind AI-focused startups and connect with companies for investment consideration.
- Explore Curated Startup InsightsReview exclusive insights on AI startups in Amii’s network.
- Assess Startup Missions And GrowthUnderstand startup missions, target problems, and recent growth.
- Support Informed Investment DecisionsReview startup opportunities and profile information to support investment decisions.
AI for Earth Scholarship Program
A fully funded AI literacy program for Canadian undergraduate and graduate students studying environmental sciences, meteorology, Earth sciences, or related STEM fields. Scholarship recipients receive online access to Amii’s Artificial Intelligence Literacy Foundations: Environmental Sciences and Meteorology Pre-Professional Development program. The self-paced program includes two foundational machine learning courses and learning assets tailored to Earth sciences and meteorology. It helps students build skills for applying AI to environmental and meteorological challenges.
- Access Training At No CostScholarship funding allows successful applicants to participate without paying a program fee.
- Build Environmental AI LiteracyDevelop AI knowledge relevant to environmental and meteorological studies and work.
- Apply As An Eligible StudentStudents in eligible programs can apply to develop AI literacy for environmental problem-solving.
- Learn On Your ScheduleUse self-paced online materials around existing schedules.
- Learn Machine Learning FoundationsStudy two courses covering foundational AI and machine learning concepts.
- Apply AI Learning To Earth SciencesUse specialized learning assets designed for Earth science and meteorology contexts.
- Learn Human-Centered Responsible AIBuild AI literacy grounded in human-centered thinking and ethical principles alongside technical topics.
- Explore Canadian AI ConsiderationsStudy responsible AI considerations relevant to Canada and its environmental context.
- Share Your AI LearningShowcase completion and commitment to AI learning with a shareable badge.
Sources
Methodology and sourcing behind the figures and links shown above.
Machine learning development services
No global estimate specific to machine learning development services is provided. The estimate scales the reported North American 2026 market size of USD 16.5 billion to a global figure using an approximate 40% regional share. The 12% growth estimate is a cautious extrapolation from the reported North American CAGR of 9%, reflecting broader demand for ML engineering and deployment support; it is not a directly reported global CAGR.
AI consulting
Estimated global AI consulting market size is approximately USD 11.07 billion, using the reported 2025 estimate. The cited forecast projects 26.2% CAGR through 2035; other reported estimates vary by market definition and research source.
AI training and upskilling
Estimated using the closest quantified proxy in the search results: the global AI-in-corporate-training market, valued at USD 3.5 billion in 2024 and forecast to grow at 16.2% CAGR through 2033. This proxy includes AI-enabled corporate learning platforms, so it is not a direct measure of organizational AI literacy and skills programs; the estimate should be treated as indicative.
- Amii
- AI Training
- AI Strategy
- AI Development
- K-12 AI Learning Kits
- AI Workforce Readiness Program
- AI Pathways: Energizing Canada's Low-Carbon Workforce
- AI Literacy for Everyone Platform
- AI Ethics Workshop
- Machine Learning Masterclass for Investors
- Machine Learning Masterclass for Executives
- ML Exploration
- Level Up
- AI Startups Pitchbook
- AI for Earth Scholarship Program
- North America Machine Learning Development Service Market ... grow from USD 16.5 Billion in 2026 to USD 35.0 Billion by 2034, growing at a CAGR of 9.0%
- Market valued at $11.07 billion in 2025, projected to reach $90.99 billion by 2035 at 26.2% CAGR
- The AI consulting services market will grow from USD 11.07 billion in 2026 to USD 90.99 billion by 2035 at a 26.2% CAGR.
- The artificial intelligence (AI) in corporate training market is valued at approximately USD 3.5 billion in 2024 and is anticipated to reach around USD 15.8 billion by 2033, reflecting a CAGR of 16.2% from 2025 to 2033.
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