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MIT Sloan Executive Education

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uuid0007wlm

Namestring
MIT Sloan Executive Education
Legal namestring
MIT Sloan School of Management
Websiteurl
exec.mit.edu
Company typeenum
Private
Founded yearint
1861
Descriptiontext

MIT Sloan Executive Education is the non-degree executive education unit of MIT Sloan School of Management at the Massachusetts Institute of Technology, headquartered at One Main Street, 9th Floor, Cambridge, Massachusetts. It delivers short courses, certificates, and custom training programs to individual executives and corporate organizations globally, with course topics spanning 14 areas including Artificial Intelligence, Digital Business, Strategy and Innovation, Operations, Leadership, and Systems Thinking. Delivery formats include in-person on-campus courses, two-week Executive Academies, live online, self-paced, on-demand Business Sprints, and hybrid programs. The unit draws on MIT Sloan's faculty research and the institute's "mens et manus" (mind and hand) philosophy as its core educational premise.

The product portfolio is organized across four Executive Certificate tracks (Digital Business, Management and Leadership, Strategy and Innovation, Technology and Operations), two Advanced Certificate for Executives (ACE) credentials (ACE-MIT and ACE-AIDB for AI and Digital Business), and a Custom Programs for Organizations offering that tailors content to specific enterprise challenges. A 2025 strategic addition is an AI-powered personalized learning pathway system that adapts recommendations and content delivery to individual learner profiles and progress. Supporting infrastructure includes a Certificate Holder Community, group enrollments, corporate accounts, small team discounts, and a marketing footprint spanning the executive.mit.edu website, webinars, blog, social channels, and video content.

Revenue mechanics span one-time individual course enrollment fees, recurring certificate program fees, ACE credential fees, and professional-services-style custom corporate engagements. The go-to-market is hybrid: self-serve direct enrollment on the website for individuals, paired with consultative sales for corporate custom programs. There is no external ownership; the unit operates within MIT, a private non-profit, with governance held by the university and the Sloan School's leadership. No revenue, headcount, or enrollment figures are publicly disclosed in the available data.

Short descriptiontext

MIT Sloan Executive Education delivers non-degree executive courses, certificates, and custom corporate training to individual executives and organizations globally from Cambridge, Massachusetts, across in-person, live online, self-paced, on-demand, and hybrid formats leveraging MIT faculty research and the MIT brand.

Operating statusenum
Operating
Ownership categoryenum
akta.pro rankint
HeadquartersCambridge, United States
HQ citystring
Cambridge
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
executive education programs, corporate leadership training, executive certificate programs, custom corporate programs, business management courses
Industry1 code
1Executive Education & Corporate Programs (Non-degree)
CodeEDAHAHANPrimaryYes
NAICS code2 codes
  • Professional and Management Development Training611430
  • Colleges, Universities, and Professional Schools6113
SIC code1 code
  • Services-Educational Services8200
Product category
Executive Education
GTM motion2 records

Each record includes

Type, Description, Source

Revenue model4 records
1Individual Course Enrollment
TypeOne Time License
Description

Revenue generated from individual executives enrolling in single courses, with fees based on program duration and format. Participants earn Executive Education Units (EEUs) upon completion.

executive.mit.edu
2Executive Certificates
TypeSubscription Recurring
Description

Participants pursue Executive Certificates in areas such as Digital Business, Management and Leadership, Strategy and Innovation, and Technology and Operations. Programs involve multiple courses toward a credential.

executive.mit.edu
3Advanced Certificate for Executives (ACE)
TypeOne Time License
Description

Advanced certificate programs (ACE-MIT and ACE-AIDB) that provide comprehensive executive education and MIT Sloan affiliate alumni status upon completion.

executive.mit.edu
4Custom Corporate Programs
TypeProfessional Services
Description

Tailored executive education programs designed for organizations facing specific challenges such as technological disruption, globalization, digitization. Programs are customized to organizational needs and delivered to groups.

executive.mit.edu
Marketing channels6 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels5 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components4 values
Personnel, Operations, Marketing or Sales, Technology or R&D
Pricing details1 tier
1Individual Course Enrollment
ModelOne time/ perpetual licenseBilling cadencePay-as-you-go
Notes

Course fees vary by program duration, format (in-person, live online, self-paced, on-demand), and content area. Participants earn Executive Education Units (EEUs) upon completion.

executive.mit.edu
GTM typeB2B and B2C
B2B and B2C
Offering typeServices
Services
Brand1 of 4 records shown
1Executive Certificates
Description

Programs enabling participants to earn Executive Certificates in areas such as Digital Business, Management and Leadership, Strategy and Innovation, and Technology and Operations

executive.mit.edu
+3 more records
Core offering1 text field

MIT Sloan Executive Education delivers non-degree executive education programs for individual business leaders and corporate organizations. Courses are offered in multiple formats (In-Person, Live Online, Self-Paced, On-Demand, Hybrid) across 14 topic areas, and participants can pursue Executive Certificates or Advanced Certificate for Executives (ACE) credentials. The division also designs and delivers Custom Programs tailored to organizations facing specific challenges such as technological disruption, globalization, and digitization.

Differentiator
Functional benefit
Problem solved
Product overview1 text field

MIT Sloan Executive Education is a non-degree executive education provider offering a multi-format learning platform with various delivery modes (In Person, Live Online, Self-Paced Online, On-Demand Online, Hybrid). The core offering consists of individual Executive Education Courses organized across 14 topic areas. Professionals can pursue Executive Certificates in four disciplines (Digital Business, Management and Leadership, Strategy and Innovation, Technology and Operations) or more advanced ACE (Advanced Certificate for Executives) programs including specialized AI and Digital Business credentials. Custom Programs for Organizations provide tailored corporate training solutions. Executive Academies deliver intensive two-week on-campus experiences, while Business Sprints offer flexible on-demand options. All offerings feature world-class MIT faculty research and hands-on frameworks applicable to real-world business challenges.

Product and service6 records
1Executive Education Courses
CategoryCore Executive Education
Description

Non-degree executive education programs offering hands-on learning experiences, MIT Sloan faculty research, and proven frameworks with immediate applicability to careers and organizations. Available in multiple formats including In Person, Live Online, Self-Paced Online, On-Demand Online, and Hybrid.

2Executive Certificates
CategoryExecutive Credentials
Description

Credential programs that enable professionals to further their business knowledge and skills on a self-designed schedule. Includes certificates in Digital Business, Management and Leadership, Strategy and Innovation, and Technology and Operations.

3Advanced Certificate for Executives (ACE)
CategoryExecutive Credentials
Description

Advanced multi-course credential programs for senior executives. Includes ACE-MIT (General Management, Innovation, and Technology) and ACE-AIDB (AI and Digital Business). Completion confers MIT Sloan affiliate alumni status.

4Custom Programs for Organizations
CategoryCorporate Training Solutions
Description

Tailored executive education programs designed for specific organizational needs and challenges. Custom programs address technological disruption, globalization, scientific discovery, and digitization, and are delivered to groups with custom content and scheduling.

5Executive Academies
CategoryCore Executive Education
Description

Intensive two-week on-campus courses offering immersive, highly engaging learning experiences at MIT's campus in Cambridge, Massachusetts.

6Business Sprints
CategoryCore Executive Education
Description

On-demand online learning courses that fit participant schedules with flexible start times, allowing professionals to learn at their own pace.

Scale indicator1 record

Each record includes

Type, Value, Description, Source

Recent move5 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight5 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

Columbia's executive education unit delivers comparable non-degree courses, certificates, and custom corporate programs, with strong overlap in finance and leadership subject matter and similar NYC-headquartered target audience.

TypeEmerging player
Description

Enterprise L&D platform aggregating online courses and certificates from universities including MIT; competes on price and scalability for the asynchronous, self-paced executive learning segment adjacent to MIT Sloan's Business Sprints.

TypeDirect peer
Description

Swiss-based business school with a focused executive education portfolio targeting senior leaders, often directly competing for European and global corporate custom program engagements.

TypeDirect peer
Description

Stanford GSB's executive education division offers nearly identical non-degree programs (short courses, certificates, custom programs) to MIT Sloan, competing head-to-head for tech-industry and senior executive learners.

TypeEmerging player
Description

Online executive education aggregator partnering with top schools (including MIT) to deliver certificate programs; competes on reach, price, and digital delivery for the online certificate segment where MIT Sloan also plays.

TypeDirect peer
Description

Top-tier European business school offering non-degree executive courses, certificates, and custom programs with similar structure to MIT Sloan, especially strong in the EMEA corporate market.

TypeDirect peer
Description

Global business school with a large executive education portfolio across campuses in France, Singapore, and Abu Dhabi; directly competes for internationally mobile executives and multinational corporate custom programs.

TypeDirect peer
Description

Direct peer offering non-degree executive courses, certificates, and custom corporate programs at the University of Pennsylvania, targeting the same high-end individual and corporate executive audience.

TypeDirect peer
Description

Closest direct competitor — also a non-degree executive education unit within a top US business school, serving similar individual executives and corporate clients with comparable course, certificate, and custom program offerings.

TypeDirect peer
Description

Northwestern Kellogg's executive education division offers comparable individual and custom programs with similar audience and pricing tier to MIT Sloan.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat5 records

Each record includes

Type, Details

Key risks5 records

Each record includes

Headline, Details, Source

Key highlights6 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers3 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment2 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile2 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
No
API detail
Has APIbool
No

Docs URL, Description

AI capability3 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature1 record

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

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

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

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

MIT Sloan Executive Education

Executive Educationexec.mit.edu

MIT Sloan Executive Education delivers non-degree executive courses, certificates, and custom corporate training to individual executives and organizations globally from Cambridge, Massachusetts, across in-person, live online, self-paced, on-demand, and hybrid formats leveraging MIT faculty research and the MIT brand.

What MIT Sloan Executive Education does

MIT Sloan Executive Education is the non-degree executive education unit of MIT Sloan School of Management at the Massachusetts Institute of Technology, headquartered at One Main Street, 9th Floor, Cambridge, Massachusetts. It delivers short courses, certificates, and custom training programs to individual executives and corporate organizations globally, with course topics spanning 14 areas including Artificial Intelligence, Digital Business, Strategy and Innovation, Operations, Leadership, and Systems Thinking. Delivery formats include in-person on-campus courses, two-week Executive Academies, live online, self-paced, on-demand Business Sprints, and hybrid programs. The unit draws on MIT Sloan's faculty research and the institute's "mens et manus" (mind and hand) philosophy as its core educational premise.

The product portfolio is organized across four Executive Certificate tracks (Digital Business, Management and Leadership, Strategy and Innovation, Technology and Operations), two Advanced Certificate for Executives (ACE) credentials (ACE-MIT and ACE-AIDB for AI and Digital Business), and a Custom Programs for Organizations offering that tailors content to specific enterprise challenges. A 2025 strategic addition is an AI-powered personalized learning pathway system that adapts recommendations and content delivery to individual learner profiles and progress. Supporting infrastructure includes a Certificate Holder Community, group enrollments, corporate accounts, small team discounts, and a marketing footprint spanning the executive.mit.edu website, webinars, blog, social channels, and video content.

Revenue mechanics span one-time individual course enrollment fees, recurring certificate program fees, ACE credential fees, and professional-services-style custom corporate engagements. The go-to-market is hybrid: self-serve direct enrollment on the website for individuals, paired with consultative sales for corporate custom programs. There is no external ownership; the unit operates within MIT, a private non-profit, with governance held by the university and the Sloan School's leadership. No revenue, headcount, or enrollment figures are publicly disclosed in the available data.

MIT Sloan Executive Education firmographics

Firmographics
Name
MIT Sloan Executive Education
Legal name
MIT Sloan School of Management
Website
https://exec.mit.edu
Company type
Private
Founded year
1861
Operating status
Operating
Short description
MIT Sloan Executive Education delivers non-degree executive courses, certificates, and custom corporate training to individual executives and organizations globally from Cambridge, Massachusetts, across in-person, live online, self-paced, on-demand, and hybrid formats leveraging MIT faculty research and the MIT brand.
Ownership category
akta.pro rank

MIT Sloan Executive Education industry classification

Industry
Product category
Executive Education
NAICS
Professional and Management Development Training (611430), Colleges, Universities, and Professional Schools (6113)
SIC
Services-Educational Services (8200)
akta.pro primary industry
Executive Education & Corporate Programs (Non-degree) (EDAHAHAN)

Keywords

  • Executive education programs
  • Corporate leadership training
  • Executive certificate programs
  • Custom corporate programs
  • Business management courses

Where MIT Sloan Executive Education is headquartered

Location

Headquarters

HQ city
Cambridge
HQ country
United States
HQ region
North America

Offices1 record

Markets served

MIT Sloan Executive Education business model

Business model
GTM type
B2B and B2C
Offering type
Services
Cost components
Personnel, Operations, Marketing or Sales, Technology or R&D

Revenue model

  1. Individual Course Enrollment: Revenue generated from individual executives enrolling in single courses, with fees based on program duration and format. Participants earn Executive Education Units (EEUs) upon completion.
  2. Executive Certificates: Participants pursue Executive Certificates in areas such as Digital Business, Management and Leadership, Strategy and Innovation, and Technology and Operations. Programs involve multiple courses toward a credential.
  3. Advanced Certificate for Executives (ACE): Advanced certificate programs (ACE-MIT and ACE-AIDB) that provide comprehensive executive education and MIT Sloan affiliate alumni status upon completion.
  4. Custom Corporate Programs: Tailored executive education programs designed for organizations facing specific challenges such as technological disruption, globalization, digitization. Programs are customized to organizational needs and delivered to groups.

Pricing tiers

ModelBillingPrice
One time/ perpetual licensePay-as-you-goIndividual Course Enrollment

Go-to-market motion2 records

Distribution channels5 records

Marketing channels6 records

MIT Sloan Executive Education product offering

Product offering

Core offering

MIT Sloan Executive Education delivers non-degree executive education programs for individual business leaders and corporate organizations. Courses are offered in multiple formats (In-Person, Live Online, Self-Paced, On-Demand, Hybrid) across 14 topic areas, and participants can pursue Executive Certificates or Advanced Certificate for Executives (ACE) credentials. The division also designs and delivers Custom Programs tailored to organizations facing specific challenges such as technological disruption, globalization, and digitization.

Product overview

MIT Sloan Executive Education is a non-degree executive education provider offering a multi-format learning platform with various delivery modes (In Person, Live Online, Self-Paced Online, On-Demand Online, Hybrid). The core offering consists of individual Executive Education Courses organized across 14 topic areas. Professionals can pursue Executive Certificates in four disciplines (Digital Business, Management and Leadership, Strategy and Innovation, Technology and Operations) or more advanced ACE (Advanced Certificate for Executives) programs including specialized AI and Digital Business credentials. Custom Programs for Organizations provide tailored corporate training solutions. Executive Academies deliver intensive two-week on-campus experiences, while Business Sprints offer flexible on-demand options. All offerings feature world-class MIT faculty research and hands-on frameworks applicable to real-world business challenges.

Differentiator

Problem solved

Functional benefit

Brands

  • Executive Certificates: Programs enabling participants to earn Executive Certificates in areas such as Digital Business, Management and Leadership, Strategy and Innovation, and Technology and Operations
  • Advanced Certificate for Executives (ACE)
  • Executive Academies
  • Business Sprints

Products and services

  • Executive Education Courses Non-degree executive education programs offering hands-on learning experiences, MIT Sloan faculty research, and proven frameworks with immediate applicability to careers and organizations. Available in multiple formats including In Person, Live Online, Self-Paced Online, On-Demand Online, and Hybrid.
  • Executive Certificates Credential programs that enable professionals to further their business knowledge and skills on a self-designed schedule. Includes certificates in Digital Business, Management and Leadership, Strategy and Innovation, and Technology and Operations.
  • Advanced Certificate for Executives (ACE) Advanced multi-course credential programs for senior executives. Includes ACE-MIT (General Management, Innovation, and Technology) and ACE-AIDB (AI and Digital Business). Completion confers MIT Sloan affiliate alumni status.
  • Custom Programs for Organizations Tailored executive education programs designed for specific organizational needs and challenges. Custom programs address technological disruption, globalization, scientific discovery, and digitization, and are delivered to groups with custom content and scheduling.
  • Executive Academies Intensive two-week on-campus courses offering immersive, highly engaging learning experiences at MIT's campus in Cambridge, Massachusetts.
  • Business Sprints On-demand online learning courses that fit participant schedules with flexible start times, allowing professionals to learn at their own pace.

Companies that use MIT Sloan Executive Education

Customer profile

Named customers3 records

Segments2 records

Ideal customer profiles2 records

MIT Sloan Executive Education technology and API

Technology

Technology focussed No

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

AI capability3 records

Feature1 record

MIT Sloan Executive Education partnerships and signals

Strategic signal

Scale indicators1 record

Recent moves5 records

Expansion highlights5 records

MIT Sloan Executive Education competitors and assessment

Company assessment

Direct peers

  • Columbia Business School Executive Education: Columbia's executive education unit delivers comparable non-degree courses, certificates, and custom corporate programs, with strong overlap in finance and leadership subject matter and similar NYC-headquartered target audience.
  • IMD Executive Education: Swiss-based business school with a focused executive education portfolio targeting senior leaders, often directly competing for European and global corporate custom program engagements.
  • Stanford Graduate School of Business Executive Education: Stanford GSB's executive education division offers nearly identical non-degree programs (short courses, certificates, custom programs) to MIT Sloan, competing head-to-head for tech-industry and senior executive learners.
  • London Business School Executive Education: Top-tier European business school offering non-degree executive courses, certificates, and custom programs with similar structure to MIT Sloan, especially strong in the EMEA corporate market.
  • INSEAD Executive Education: Global business school with a large executive education portfolio across campuses in France, Singapore, and Abu Dhabi; directly competes for internationally mobile executives and multinational corporate custom programs.
  • Wharton Executive Education: Direct peer offering non-degree executive courses, certificates, and custom corporate programs at the University of Pennsylvania, targeting the same high-end individual and corporate executive audience.
  • Harvard Business School Executive Education: Closest direct competitor — also a non-degree executive education unit within a top US business school, serving similar individual executives and corporate clients with comparable course, certificate, and custom program offerings.
  • Kellogg Executive Education (Northwestern): Northwestern Kellogg's executive education division offers comparable individual and custom programs with similar audience and pricing tier to MIT Sloan.

Emerging players

  • Coursera for Business: Enterprise L&D platform aggregating online courses and certificates from universities including MIT; competes on price and scalability for the asynchronous, self-paced executive learning segment adjacent to MIT Sloan's Business Sprints.
  • Emeritus: Online executive education aggregator partnering with top schools (including MIT) to deliver certificate programs; competes on reach, price, and digital delivery for the online certificate segment where MIT Sloan also plays.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

MIT Sloan Executive Education social profiles

Digital presence

MIT Sloan Executive Education financial estimates

Financial estimate

Revenue estimate

Valuation estimate

MIT Sloan Executive Education leadership team

Management profile

Number of profiles

MIT Sloan Executive Education funding detail

Funding detail

Funding overview

Funding rounds

Investors

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

MIT Sloan Executive Education M&A and investment

M&A and investment

M&A

Investments

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

Frequently asked questions about MIT Sloan Executive Education

What does MIT Sloan Executive Education do?

MIT Sloan Executive Education delivers non-degree executive education programs for individual business leaders and corporate organizations. Courses are offered in multiple formats (In-Person, Live Online, Self-Paced, On-Demand, Hybrid) across 14 topic areas, and participants can pursue Executive Certificates or Advanced Certificate for Executives (ACE) credentials. The division also designs and delivers Custom Programs tailored to organizations facing specific challenges such as technological disruption, globalization, and digitization.

Is MIT Sloan Executive Education a public or private company?

MIT Sloan Executive Education is a private company. It is classified as nonprofit foundation owned and is currently operating.

When was MIT Sloan Executive Education founded?

MIT Sloan Executive Education was founded in 1861.

Where is MIT Sloan Executive Education based?

MIT Sloan Executive Education is headquartered in Cambridge, United States, in the North America region.

How does MIT Sloan Executive Education make money?

Four revenue lines are on record. Individual Course Enrollment is the primary driver. The others are executive Certificates, advanced Certificate for Executives (ACE) and custom Corporate Programs.

Who are MIT Sloan Executive Education's main competitors?

Direct peers on record are Columbia Business School Executive Education, IMD Executive Education, Stanford Graduate School of Business Executive Education, London Business School Executive Education, INSEAD Executive Education, Wharton Executive Education, Harvard Business School Executive Education and Kellogg Executive Education (Northwestern). Emerging players are Coursera for Business and Emeritus.

Does MIT Sloan Executive Education have an API?

No public API is recorded for MIT Sloan Executive Education.

What industry is MIT Sloan Executive Education in?

MIT Sloan Executive Education's product category is Executive Education. Its primary akta.pro industry code is EDAHAHAN, Executive Education & Corporate Programs (Non-degree). Its NAICS code is 611430 and its SIC code is 8200.

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Live signals
TecHRMIT Sloan Executive Education Expands Portfolio of AI Courses and CertificationsMIT Sloan Executive Education expanded its AI offerings with new courses, refreshed curricula, and a new Advanced Certificate for Executives in AI and Digital Business. The portfolio includes short on-demand sprints and a 10-day immersive AI Executive Academy, with enrollment open for new courses.openPR.comOnline Executive Education Programs: A Strategic Market Analysis of Business School Digital Transformation and Corporate Learning DemandQYResearch released a market report estimating the global online executive education market at USD 28,910 million in 2025, projected to reach USD 61,300 million by 2032 at a compound annual growth rate of 11.5%. The report identifies custom training programs as the fastest-growing segment (13-14% CAGR) and Asia-Pacific as the fastest-growing region (14-16% CAGR), while highlighting recent strategic initiatives by leading business schools including Harvard Business School Online's CORe+ launch in January 2026, Wharton's global partnership expansion, and MIT Sloan's AI-powered personalized learning pathways.MITMIT Sloan Executive EducationMIT Sloan Executive Education is promoting its 'Transforming Healthcare with AI' course to help medical professionals and executives understand the applications of artificial intelligence in healthcare. The program covers current use cases such as medical diagnosis, patient monitoring, drug discovery, and administrative management, while also addressing challenges like regulatory compliance and algorithmic bias. The course features instruction from MIT professors and guest speakers from Mass General Cancer Center to provide practical insights into AI deployment.MITRethinking fire with data analytics and systems designThe U.S. Forest Service is implementing data-driven analytics and systems thinking approaches to wildfire management, moving away from aggressive fire suppression toward strategic fire management. Matthew Thompson, a research forester at the agency, has been applying frameworks from MIT Sloan Executive Education to develop new risk management doctrine and analytics teams that assist incident commanders during fire season. The agency is experimenting with on-call analytics teams and developing "Risk Management 101" courses to help fire managers prioritize resources and determine where suppression efforts are most likely to succeed.