The Tech-Enabled Business Test
If the financial statements don't change, the technology isn't the business.
- Difficulty
- Moderate
- Time to result
- ~weeks to results
- Steps
- 5
- Confidence
- 65%
This mental model gives investors and operators a quick way to separate genuinely differentiated 'tech-enabled' businesses from ones that merely look modern. The core question is simple: what is the technology actually being used for, and does it change the company's mature-state financial statements? There are really only two levers — technology either consolidates operations to lower the cost structure and expand margins, or it expands distribution to reach far more customers on the same cost base. The test is whether technology collapses a previously large number (cost, friction, headcount) into a small one in the financials. Applied to Walmart's supply chain, or to any modern tech-enabled startup, the framework forces a comparison against non-tech incumbents to see if the improvement is real or just cosmetic.
Origin
Extracted from Acquired
Core principles
- 01Technology is only meaningful in a business if it visibly changes the financial statements at maturity.
- 02There are only two levers: lower cost structure (margin) or expanded distribution (revenue reach).
- 03A 'tech-enabled' label is meaningless without checking whether it collapses a previously large cost or friction into something small.
How to run it
- 1
Ask What the Technology Is Actually For
Before evaluating a 'tech-enabled' business, identify the specific function technology performs in the operation, not just that it uses software.
- 2
Classify the Lever: Cost or Distribution
Determine whether the technology mainly lowers operating costs (back-office efficiency, margin) or expands the addressable customer base (distribution, revenue) on the same cost base.
- 3
Check the Financial Statements at Maturity
Model or examine the mature-state P&L to see whether the technology genuinely produces a structurally lower cost base or structurally higher revenue reach compared to non-tech incumbents.
Pro tip Look for a 'big number collapsing to a small number' in the financials — that's the signature of real technology leverage.
- 4
Compare Against Non-Tech-Enabled Incumbents
Benchmark the business's margins and growth against traditional competitors in the same sector to see if the technology creates a meaningfully better business, not just a modern-looking one.
Watch out Many 'tech-enabled' businesses look different on the surface but have financials nearly identical to non-tech incumbents — beware of the label without the substance.
- 5
Decide If It's a Technology Business or a Technology-Using Business
Conclude whether the technology is the actual source of differentiated economics or merely a tool applied inside an otherwise ordinary business model.
In the wild
Walmart applied computerized logistics and distribution coordination to retail decades before most competitors, collapsing the cost of running a nationwide store network.
→ A lower cost structure let Walmart offer permanently lower prices and out-compete traditional regional retailers, creating the modern discount store category.
A hypothetical startup builds an app for grocery delivery but still relies on manual, in-store inventory picking with no operational cost advantage over incumbents.
→ Despite the modern app, mature-state margins look identical to traditional grocers, revealing the business isn't meaningfully tech-enabled.
Common mistakes
Confusing a Digital Interface with a Technology Advantage
Assuming an app or website automatically creates better unit economics, without verifying that costs or distribution actually improved.
Ignoring Distribution as a Lever
Focusing only on cost savings from technology and missing that expanded reach or distribution can be just as transformative to the business model.
Overclaiming Historical 'Firsts' Without a Clear Definition
Labeling a company as 'the first applied technology company' without distinguishing tools that enhance any business from technology that is the core business, leading to fuzzy, unfalsifiable claims.
Is it for you?
Not ideal for
Pure research or mission-driven technology efforts where near-term financial statement impact isn't the goal.
From the transcript
“what are you using technology for and how does it make your financial statements of your business at maturity look better”
“were you using it because you're able to get better distribution like the internet enables you to generate way more Revenue because you're able to…”
From the episode
Holiday Special 2022