TEMPORARY REVIEW PILOT · Partial research + planning assumptionsRead the scope and limits →
From an idea to a testable plan

Better questions.
Connected numbers.

Explore three local business cases. See what is published, what is assumed, and how the economics respond.

What the first pilot tells us

Positive margin does not guarantee payback.

All three base scenarios pay the operating team. Their narrow profit cushions and launch spending still prevent sustained recovery within 60 modeled months.

This is a result of disclosed assumptions, not evidence that these businesses always fail. Test demand, price, rent and payroll before treating it as your plan.

How the calculations work →

Three cases, one evidence standard.

Two restaurant cases hold format and sales assumptions constant across cities. Coffee uses a different revenue unit and capacity constraint.

Texas / Austin

Restaurant

1,800 sq ft · 48 seats
Casual full service; lunch and dinner

Inputs + assumptions · Research partial
Base funding incl. reserves
$350,812

Normalised mature EBIT: $3,089/mo
EBIT target: 104 guests/day

Five-year payback: not reached. 51 cited source pages, including cross-checks.

Test this case →
Florida / Orlando

Restaurant

1,800 sq ft · 48 seats
Casual full service; lunch and dinner

Inputs + assumptions · Research partial
Base funding incl. reserves
$370,371

Normalised mature EBIT: $299/mo
EBIT target: 110 guests/day

Five-year payback: not reached. 60 cited source pages, including cross-checks.

Test this case →
Texas / Austin

Coffee Shop

1,000 sq ft · 20 seats
Counter-service espresso and bought-in light food

Inputs + assumptions · Research partial
Base funding incl. reserves
$188,892

Normalised mature EBIT: $567/mo
EBIT target: 166 transactions/day

Five-year payback: not reached. 38 cited source pages, including cross-checks.

Test this case →

Local cases belong inside a state.

Texas →

Austin: Restaurant and Coffee Shop. Evidence mixes city, metro, state and national sources; each is labeled.

Florida →

Orlando: Restaurant. Sparse premises evidence keeps the case provisional.

No statewide averages or rankings are inferred from these cities. These three cases are the full research coverage of this pilot.