01
Client context
The investor was evaluating an online professional upskilling platform after a period of sector volatility.
02
Business challenge
Demand had normalised after a boom, and investors needed confidence in sustainable growth.
03
Research objective & questions
Assess learner demand, outcomes, competition and the drivers of acquisition costs.
- How durable is learner demand for the platform's courses?
- Do learners achieve the career outcomes they expect?
- How does the platform compare with competitors?
- What drives acquisition costs and completion?
04
Methodology & approach
- Learner survey
- Current and past learners.
- Learner IDIs
- Outcomes and satisfaction.
- Employer interviews
- Recognition of credentials.
- Competitor review
- Offers, pricing and positioning.
05
Sample & geography
- ~1,000 learner survey responses
- ~20 learner IDIs
- ~10 employer interviews
- Geography — India
06
Key findings
- Demand was strongest for job-linked technical programmes.
- Career outcomes depended heavily on placement support.
- Employers recognised only a few credentials.
- Referral-driven enrolments had better completion.
07
Business implications
- Focus investment case on job-linked programmes.
- Validate placement support scalability.
- Grow referral channels to reduce acquisition costs.
08
Outcome
The investor received a due diligence report with a view on sustainable demand and key risks.
Example engagement — Shows how Hoog approaches this type of question. Not a specific client project. Findings are directional.