Which Growth Drivers are Cheap, and Which Require Significant New Capital?

This is where the ground has shifted most. AI tooling has pulled two formerly expensive dimensions, process automation and product development, into reach of small teams.

Growth

Cheap growth levers versus capital-intensive ones

Cost profileDriversDetail
Low cost / high leveragePricing Models; Business Processes & automation (AI-enabled); much of Product development (AI-assisted)Designing a pricing model is a thinking exercise. AI now makes workflow automation, analytics, and even software development achievable at a fraction of the cost of two years ago. Highest ROI per dollar of runway.
ModeratePartnerships; Market/segment expansionPartnerships often avoid capital outlay by borrowing a partner’s relationships, but cost founder attention. New-market GTM takes spend but not always heavy capital.
Capital-intensive (and shrinking)Hardware components in hybrid HW/SaaS; large-scale infrastructure; the raise itselfThe truly capital-hungry items are narrowing. And in Canada, non-dilutive grants (SR&ED, IRAP) can offset a real share of even these. Canadian EBC/SBVC tax incentives can offset investor risk by 70%.

The cheapest dimensions, pricing and (now) process automation, are also the ones most often left on the table, which leads straight to the next question.


Related drivers: Business processes, Products, and Financing.

Working with Authgnosis

Authgnosis is my AI-native business growth consulting practice.

I’ve turned the Six Drivers framework into a Growth Diagnostic Checklist: a section-by-section guide covering all six drivers plus the talent layer and a “Fulcrum” assessment.

It’s the prerequisite information I need to map a company’s current state, desired future state, and co-create a growth strategy that identifies the one or two moves that will move your growth needle fastest.

Get the Authgnosis Growth Diagnostic Checklist

The full section-by-section diagnostic, free. If you would like this analysis applied to your business, that is my Strategic Growth Plan engagement.

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Sources: Boardman, Shapiro & Vining (2004), JSME 1(2); Andrew von Nordenflycht (2010); Canadian funding per SR&ED (Budget 2025) and NRC-IRAP (2025–26).

Post FAQ

If the cheapest levers have the highest ROI, why doesn't everyone use them first?

Because they’re invisible and unglamorous: pricing and process produce no launch moment to announce, while capital-intensive moves feel like ‘real’ progress. The bias is psychological, not economic, which is exactly why the cheap levers stay underused and under-competed.

Does cheaper-to-build, thanks to AI, mean easier to win?

No. Lower build cost drops for your competitors too, compressing differentiation and raising the premium on the things AI can’t provide: distribution, proprietary data, and trust. Cheap to build often means harder to defend.