Technology-Society Overlap Model
Spot category shifts where a new technology meets a social change
- Difficulty
- Advanced
- Time to result
- ~months to results
- Steps
- 6
- Confidence
- 95%
The Technology-Society Overlap Model explains when a category-defining change becomes possible. First identify an enabling technology that changes cost, speed, access, or capability. Then identify a social shift that changes behaviour, need, or willingness. The opportunity appears where the two overlap: GPS-equipped smartphones met demand for flexible work to enable ride-hailing, while pandemic-era technology adoption and AI personalization now affect education. A challenger initially operates outside the established system and is dismissed as unrealistic. As customer traction grows, incumbents minimize its scale, then question its trustworthiness when it becomes threatening. If the alternative continues producing a better customer experience, demand eventually forces the system to change. The model is both a timing test and a map of predictable resistance.
Origin
Caberwal credited investor Mike Maples for the overlap insight and applied it to ride-hailing, accommodation, media, and personalized education.
Core principles
- 01Large category changes need both technical capability and social readiness
- 02Early rejection can coexist with strong first-principles logic
- 03Better customer outcomes eventually pressure incumbent systems
- 04Incumbent reactions evolve as the new category gains traction
How to run it
- 1
Find the technical unlock
Name the technology that makes a previously impractical experience cheaper, faster, easier, or more personalized.
Pro tip Describe the capability in concrete terms, not with a broad label like AI.
Watch out Technology alone does not establish market timing.
- 2
Find the social shift
Identify the behavioural, economic, or cultural change that creates need or willingness to adopt the alternative.
Pro tip Look for a change people have already experienced rather than one they merely predict.
- 3
Explain the overlap
State why these two changes together make adoption possible now when it was not possible before.
Pro tip Use first principles to separate infrastructure barriers from permanent human preferences.
Watch out A compelling historical analogy is not direct proof of demand.
- 4
Start outside the system
Offer the new experience directly where an incumbent process cannot easily reproduce it. Observe actual customer behaviour.
Pro tip Begin with early adopters who feel the current system's failure most sharply.
Watch out Do not mistake regulatory evasion for innovation.
- 5
Read the resistance stage
Distinguish outright dismissal, minimization, and trust attacks as signs of how seriously incumbents perceive the challenger.
Pro tip Track customer retention separately from incumbent commentary.
Watch out Resistance does not prove the business is right; customer outcomes still decide.
- 6
Compound customer pull
Keep improving the alternative until customers prefer it strongly enough that the established system must adapt.
Pro tip Anchor conviction in measured utility rather than the romance of disruption.
In the wild
Caberwal explains that ride-hailing ideas existed earlier, but free GPS embedded in widely owned phones supplied the technical change. After the financial crisis, people were also looking for new ways to earn, supplying a social change. Together they made Uber and Lyft timely.
→ A previously implausible stranger-to-stranger transport model became a mainstream category.
COVID forced families and schools to use digital learning tools, making technology-mediated education familiar even when the experience was poor. At the same time, AI began enabling highly personalized content. Caberwal sees the overlap as an opening for direct-to-family education alternatives.
→ Personalized learning becomes a plausible challenger to one-size-fits-all education.
Common mistakes
Seeing only the technology
A technical breakthrough without changed user readiness may still arrive too early.
Treating skepticism as validation
Incumbent dismissal is predictable but does not replace evidence that customers prefer the product.
Waiting for incumbents
The alternative often needs to prove itself outside a system not designed to produce the new experience.
Is it for you?
Best for
Entrepreneurs evaluating whether an established industry is ready for a technology-driven alternative.
Not ideal for
It is not enough when the proposed product offers no materially better customer outcome or has no evidence of demand.
From the transcript
“there's usually like a technology driven change and there's some sort of societal change and those two things when they overlap there's this opportunity for…”
“the technological change was that everybody had a phone with a GPS embedded in it for free so you see how there's like a technological…”
“eventually they climb over that Hill because customers want the product because it's a better alternative and eventually the system is forced to change”
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