Columbia MBA Recommendation Questions
Columbia Business School’s early decision and regular decision online applications are live, meaning that the Columbia MBA recommendation questions are now available.
Columbia requires one recommendation, ideally from your current supervisor. If that’s not possible, they ask you to submit a statement of explanation in the Employment section of your application, and choose from other suggested recommender options: a former direct supervisor or another professional associate, senior to you, who can share their insights on your candidacy. Reapplicants are required to submit one new recommendation.
Columbia’s recommendation is rather streamlined compared to that of other leading MBA programs. The recommendation form requests that recommenders indicate whether they have an MBA, requires an upload of a business card or another form of proof of employment, such as a screenshot of a profile on an internal company website, or link to profile on public company website, etc., and asks that they address two prompts in the course of a recommendation of no more than 1,000 words that should be on professional letterhead. There are no additional questions asking the recommender to rate the applicant on a list of skills or qualities.
Recommenders are advised in the email sent by Columbia of the guidelines for submission, which now include a note that while the use of generative AI tools for idea generation and/or to edit a person’s work is permitted by the school, using these tools to generate a complete letter violates the Honor Code.
2025-2026 Columbia MBA Recommendation Questions
Please consider the following guidelines when writing your recommendation:
- How do the candidate’s performance, potential, background, or personal qualities compare to those of other well-qualified individuals in similar roles? Please provide specific examples.
- Describe the most important piece of constructive feedback you have given the applicant. Please detail the circumstances and the applicant’s response.
Limit your recommendation to 1000 words. Please submit your recommendation as a PDF or Word document on letterhead, if possible.
Of note, these questions track closely with—but are not identical to—the questions in the GMAC Common Letter of Recommendation. Check out our analysis of the GMAC Common LoR prompts for strategic insight that your recommenders should keep in mind as they compose their responses.
MBA Applywire
Background: 27, male, SouthAsia (non Indian). Top national undergrad, GPA just under 3, strong GRE (330/167Q).
Experience 5 years: Founder of a cross border consumer-electronics venture (led a successful B2B pivot) operating over 3 continents, and Director of Ops & Supply Chain at a Regional distribution company (in a similar domain to my own business).
Leadership: Elected civic role (thousands of constituents); founded an award-winning COVID relief effort.
Goals: Short-term consulting (MBB/T2, ops & transformation). long-term to build an advisory firm for emerging-market SMEs.
I have a strong academic background and a multidisciplinary profile across economics, technology policy, and social impact. I scored 92.4% in Class 12 and completed my undergraduate degree from a Tier-I college under the University of Delhi with a CGPA of 8.54/10. I further pursued a one-year full-time Post Graduate Diploma from the Indian Statistical Institute, where I scored 76.3% and graduated as the topper of my batch.
Professionally, I have around 4.5 years of experience across the tech policy and social impact consulting space. I began my career as an economist at a boutique technology policy consulting firm, where I worked on research and advisory projects at the intersection of digital economy, regulation, and public policy. I then worked closely with a state government as part of a fellowship, gaining hands-on experience in policy implementation and government systems. Currently, I work with a prominent Section 8 company in the e-commerce space, contributing to initiatives focused on digital commerce, inclusion, and ecosystem development.
Overall, my profile brings together strong quantitative training, policy experience, government exposure, and impact-oriented work in India’s digital economy.
Experience includes technical leadership, instructor tenure and digital transformation initiatives. Led cross functional teams and managed projects with multiple stakeholders.
Preference for STEM designated MBA. Scholarship opportunities are a major factor in school selection.
Would appreciate feedback on whether my profile is better suited for consulting or PM roles post MBA?
I want to provide a clear picture of my background, impact, and what drives me. I hold a B.Eng. in Civil Engineering, but I pivoted my career to finance, strategy, and operations. My profile is defined by hands-on business operations, a strong "Builder/Product" mindset in consulting, and community leadership.
Early Business Foundations (Family Automotive Business):
Before entering corporate consulting, I worked as a Digital Operations & Strategy Analyst at my family's automotive business. I transitioned the company from a low-foot-traffic physical storefront to an inbound digital sales model. I managed a rotating digital inventory of 20-25 vehicles across major automotive marketplaces. I also conducted pricing analysis using national pricing index trends and tested multiple acquisition channels to focus exclusively on high-intent leads. This hands-on commercial experience was the catalyst for my pivot into corporate strategy.
Professional Impact & Tech Automations (Big 4 Firm - Risk Consulting):
Currently, I work as a Business Consultant in Risk Advisory at a Big 4 firm, executing SOX controls testing for enterprise clients across 10+ countries. In my daily routine, I actively hunt for operational bottlenecks. For example, in a recent project auditing an industrial automation multinational, my team was tasked with manually reviewing 104 complex contracts and measurement bulletins. Recognizing the severe inefficiency, I mapped the workflow and implemented an AI-driven solution using Microsoft Copilot, Python, and VBA to extract data directly from system prints. Furthermore, I utilized DataSnipper and custom AI prompts to eliminate manual data entry, directly contributing to the fastest Phase 3 SOX delivery in the client's history for the EME region. I also acted as the sole regional beta tester for the firm's proprietary GenAI platform, providing direct UX and functional feedback to the US-based Product Management team.
Extracurricular Leadership (The Community Builder):
Outside of the corporate world, I am the Co-Founder and Treasurer of a local non-profit baseball association. I built custom Excel tracking models for our P&L and drove recurring revenue through multi-year commercial partnerships at major regional cultural events. I spearheaded grassroots expansion by partnering with local schools, successfully scaling the active organization to over 120 engaged community members.
Post-MBA Goals:
I am targeting MBB consulting post-MBA to rapidly pay off potential debt and solidify my strategic acumen. This will function as a direct stepping stone into my ultimate goal: Senior Product Management (Tech PM) at a Big Tech firm.