Interview Sequencing Guide

Purpose

This guide sequences expert interviews so that each phase builds on the previous one. Early interviews establish ground truth on costs and operations; later interviews validate demand and structural feasibility with sharper, more informed questions.

General rule: Select 8-10 questions per interview from the 12-15 available in each guide. Tailor the selection based on the specific expert's background. Always end with the homework request (see below).

Phase 1: Ground Truth (Weeks 1-3)

Education Operators + Edtech Founders

Rationale: These interviews establish the baseline reality of running training programs in Tier 2/3 India — real costs, real completion rates, real placement economics, and real failure modes. Without this ground truth, every subsequent conversation will be built on assumptions from desk research.

What you should know after Phase 1:

  • Actual center setup and operating costs (not pitch deck numbers)
  • Real completion rates by delivery model (online/hybrid/offline)
  • Faculty recruitment, retention, and cost in Tier 2/3
  • What kills training centers — the top 3 failure modes
  • Real CAC and unit economics for non-metro students
  • ISA collection realities from founders who've tried it
  • Hub-spoke quality dynamics and spoke minimum viability

Pre-interview research checklist:

  • Read the operator's website and any media coverage of their results
  • Check MCA filings for revenue trajectory (Tofler, Zauba Corp)
  • Look up their NCVET/SSC affiliations and approved courses
  • Check Glassdoor/AmbitionBox for trainer salary data and reviews
  • Identify which cities and tracks they operate in — prepare city-specific questions
  • If edtech founder: check their LinkedIn for headcount changes (proxy for layoffs/pivots)

Phase 2: Demand Validation (Weeks 3-5)

Employers + Students/Parents

Rationale: This is existential risk validation. The entire model assumes employers will hire from non-degree pipelines and students/parents will pay for a 6-month program over a 3-year degree. If either assumption is wrong, the model fails. You now have ground truth from Phase 1 to make these conversations concrete — you can quote real costs, real timelines, and real completion rates instead of hypotheticals.

What you should know after Phase 2:

  • Whether employers have actually hired non-degree candidates (not just "we're open to it")
  • The specific trust signals employers need — certifications, assessments, guarantees
  • Real salary ranges and degree premium (or lack of it) for entry-level roles
  • How students and parents actually make education decisions — who holds the veto
  • Willingness to pay ranges and financing preferences
  • Whether the 6-month program vs. 3-year degree trade-off is real or theoretical
  • Geographic mobility willingness and constraints

Pre-interview research checklist (Employers):

  • Pull their recent job postings — check if degree is listed as required or preferred
  • Check if they participate in NAPS/NATS apprenticeship programs
  • Identify their Tier 2/3 office locations (if any)
  • Look up industry-specific attrition benchmarks for entry-level roles
  • Check if they have a stated skills-based hiring policy

Pre-interview research checklist (Students/Parents):

  • Identify the specific city and demographic context of the respondent
  • Understand local education options and pricing (degree colleges, polytechnics, coaching)
  • Know the local dominant employers and salary ranges for entry-level jobs
  • Prepare to conduct the interview in the respondent's preferred language
  • Have printed/visual materials to explain the program — do not assume literacy or English fluency

Phase 3: Structural Validation (Weeks 5-7)

Policy People + Investors + NBFC/Lending Partners

Rationale: By now you have operator ground truth and demand validation. You can walk into these conversations with specifics: "Operators told us X costs Y. Employers said they need Z. Students will pay W." This transforms policy, investor, and lender conversations from theoretical to grounded. You will ask sharper questions and get sharper answers.

What you should know after Phase 3:

  • Regulatory pathway: NCVET recognition timeline, state skill mission partnership viability
  • Which states to launch in and which to avoid
  • ISA legal structure and NBFC partnership feasibility at Rs 30K-2L ticket size
  • Default rate realities and collection mechanisms for Tier 2/3 students
  • Investor appetite: what metrics, what stage, what scale triggers funding
  • Government revenue: worth the compliance overhead or not
  • DPDP Act compliance costs and consent framework requirements

Pre-interview research checklist (Policy):

  • Read latest PMKVY 4.0 guidelines and recent NCVET notifications
  • Check the expert's specific domain — central vs. state, which ministry/mission
  • Review DPDP Act 2023 provisions relevant to education data
  • Identify recent policy changes (NAPS reform, NEP credit bank, Skill University updates)

Pre-interview research checklist (Investors):

  • Review their recent education/skilling portfolio investments
  • Check which of their education investments have shut down or pivoted
  • Understand their fund stage, ticket size, and sector focus
  • Prepare your unit economics with ranges validated from Phase 1

Pre-interview research checklist (NBFC/Lending Partners):

  • Check if they have an existing education loan product
  • Look up their education loan book size and NPA rate (if publicly available)
  • Identify any existing training provider partnerships they have
  • Understand their technology stack — eNACH, digital onboarding, e-sign capability
  • Know the RBI guidelines on education lending and digital lending norms

Closing Every Interview: The Homework Request

End every interview — regardless of expert type — with this:

"This has been incredibly helpful. Three quick asks before we wrap up:

  1. Are there any reports, datasets, or internal documents you could share that would help us get smarter on this?
  2. Is there one person you think we absolutely must talk to — someone who knows this space deeply and would be candid with us?
  3. Can we come back to you in 4-6 weeks with what we've learned and pressure-test it?"

This accomplishes three things: it surfaces grey literature that desk research misses, it builds the interview pipeline through warm introductions, and it establishes an ongoing relationship for validation.