Most businesses scale before they prove they make money

Validate unit economics, cash reality, and profit durability using observed financial data before scaling, hiring, or fundraising.

Run evaluator

Takes 3–5 minutes • No signup required

System Output

PASS

Low risk

Economically sound

Scale with governance

CONDITIONAL

Moderate risk

Evidence incomplete — risk present

Close evidence gaps

FAIL

High risk

Structurally broken — do not scale

Repair the failing layer

Economic truth statements

If you lose money per customer, growth makes it worse

If margins are hidden, your business model is unclear

If pricing isn’t proven, revenue is misleading

If contribution isn’t positive, you do not have a business

PROFITBOOKS SYSTEM

Unit Economics → Cash → Profit

If one breaks, everything above misleads

Evaluator stack

Run the lowest unresolved layer first.

CONDITIONALScore 42 / 100

Unit Economics Truth

Truth test for whether one unit creates or destroys value

Signals

Contribution margin is unclear under variance

Founder labour may be unaccounted for

Cost structure lacks full visibility

Decision object

Moderate confidence

Evidence: Evidence incomplete

Risk weighting: Moderate

Observed revenue and direct cost structure require tighter reconciliation.

Scaling now can amplify hidden per-unit losses.

Next step: Validate contribution margin using observed revenue and real costs.

Run evaluator
CONDITIONAL58 / 100

Cash Reality & Runway

Truth test for whether the business survives cash timing

Burn rate varies across months

Runway assumptions rely on timing alignment

Cash gaps may emerge under delay

Next step: Stress-test timing assumptions using observed inflow and outflow dates.

Run evaluator
CONDITIONAL71 / 100

Scale & Profit Durability

Truth test for whether profit holds at scale

Margins compress under higher volume

Operational costs increase with complexity

Efficiency gains are not yet proven

Next step: Verify scale assumptions against complexity and cost expansion.

Run evaluator

Verdict system

PASS

Economically sound

Confidence
High confidence
Evidence
Evidence complete
Risk
Low

Proceed with controlled expansion

Next action: Scale with governance

CONDITIONAL

Evidence incomplete — risk present

Confidence
Moderate confidence
Evidence
Evidence partial
Risk
Moderate

Growth decisions remain exposed

Next action: Close evidence gaps

FAIL

Structurally broken — do not scale

Confidence
High confidence
Evidence
Evidence indicates failure
Risk
High

Scale will amplify fragility

Next action: Repair the failing layer