Quantitative Decision Simulator

Stress-test your strategy before you ship it

Aktara runs quantitative simulations on your real decisions — pricing changes, feature bets, market expansions. Get a calibrated probability distribution, not a gut-feel estimate.

Start simulating free See how it works

StreamCo +8.9% actual vs +3.8% predictedMeetingApp -3.8% vs -5.3% predictedVerifyBlue -95% vs -96.8% predictedDevPlatform +1.7% vs +2.1% predictedSaaSCo -14.1% vs -12.4% predictedBrier: 0.18 on 47 casesEmailPro +4.3% vs -8.2% predicted · calibration review underwayTeamBase +2.1% vs -18.5% predicted · organic growth signalStreamCo +8.9% actual vs +3.8% predictedMeetingApp -3.8% vs -5.3% predictedVerifyBlue -95% vs -96.8% predictedDevPlatform +1.7% vs +2.1% predictedSaaSCo -14.1% vs -12.4% predictedBrier: 0.18 on 47 casesEmailPro +4.3% vs -8.2% predicted · calibration review underwayTeamBase +2.1% vs -18.5% predicted · organic growth signal

Outcome distribution

Historical vs. simulated — StreamCo pricing scenario

Brier 0.18

Historical

Simulated

Process

How Aktara works

Define your decision

Describe the lever you're pulling — pricing change, feature launch, market expansion. Set your outcome metric and time horizon.

Run the simulation

Aktara models your specific context against 47 comparable cases, surfacing the distribution of likely outcomes — not a single point estimate.

Interrogate assumptions

Stress-test each assumption. See which inputs move the needle and which are noise. Build conviction or find the fatal flaw before you commit.

Track and recalibrate

Log your actual results. Over time, Aktara surfaces your personal calibration score — and adjusts future simulations to your decision-making pattern.

Capabilities

Built for calibrated confidence

Simulation

Monte Carlo, not magic

Every simulation runs thousands of scenarios drawing from historical base rates. You see a full probability distribution, not a confident-sounding guess.

Calibrated uncertainty, not false precision

Benchmarks

15 decision archetypes

Pricing elasticity, churn intervention, expansion timing, feature bets — each archetype is built from comparable real-world outcomes, not textbook theory.

47 real cases, including 2 documented failures

Calibration

Your Brier score over time

Every prediction you log gets scored against outcome. Track your calibration trajectory. Our current model Brier score: 0.18.

Brier: 0.18 across all tracked cases

Track record

We publish our failures too

Calibration means being honest when predictions miss. Every case — including the two significant failures — is logged, scored, and fed back into the model.

Company	Predicted	Actual	Score	Notes
StreamCo	+3.8%	+8.9%	76
MeetingApp	-5.3%	-3.8%	84
VerifyBlue	-96.8%	-95%	91
DevPlatform	+2.1%	+1.7%	88
SaaSCo	-12.4%	-14.1%	79
EmailProMISS	-8.2%	+4.3%	31	Heterogeneous customer base masked elasticity
TeamBaseMISS	-18.5%	+2.1%	22	Organic growth contaminated signal
Overall Brier Score			0.18

Pricing

Start free, scale when it works

Starter

Free

—3 simulations per month
—Basic benchmarks (5 archetypes)
—Calibration score tracking

Get started free

Your next decision deserves a distribution

Stop guessing. Start quantifying. Run your first simulation in under five minutes.

Run your first simulation free