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Decision rehearsal & scenario simulation

Rehearse the futurebefore it happens.

BYO.AI helps teams and individuals simulate likely outcomes before real-world execution. Turn launches, policies, crises, market events, and everyday financial decisions into decision environments you can test in advance.

Explore use cases

For brands, funds, agencies, public affairs teams, creators, and everyday users.

Simulation-ready outcome areas

GeopoliticsMarketsBrand LaunchesPolicyCryptoCost of Living
Platform

A simulation platform for
real-world decisions.

Most tools explain the past. BYO.AI helps you test the future. Turn source material—news, policy drafts, internal memos, campaign concepts, market signals—into a synthetic simulation environment. Build a digital twin of the event, run multiple futures, and see how audiences, narratives, and behaviors are likely to evolve.

01

Build a future twin

Turn source material, actors, incentives, and context into a simulation environment.

02

Simulate audience reactions

Model how different groups respond, amplify, distort, ignore, or support an event.

03

Compare interventions

Test alternate announcements, policies, responses, and timing strategies before acting.

04

See second-order effects

Go beyond first-order outcomes to uncover narrative spillover, price shifts, and downstream behavior.

Architecture

Three layers.
One decision engine.

BYO Signal

Ingest and structure the scenario inputs: documents, headlines, policies, market signals, memos, and narratives.

BYO Twin

Build the simulation world: entities, personas, memory, relationships, incentives, and context.

BYO Pulse

Run repeated simulations and return probability-weighted reports, audience maps, narrative trajectories, and intervention suggestions.

From raw input to simulation-ready insight.

Use cases

20 ways to rehearse
before reality.

From geopolitical scenario planning to everyday household budgeting—BYO.AI simulates likely outcomes for the decisions that matter.

01

Geopolitical escalation rehearsal

Simulate how conflicts affect markets, sentiment, energy, and strategic behavior.

02

Election and political transition modeling

Test how leadership changes, campaigns, and policy shocks may alter public reaction.

03

Brand launch simulation

Rehearse product launches, token launches, and major announcements before release.

04

Crisis communications stress testing

Preview backlash, media cycles, misinformation, and recovery strategies.

05

Public affairs forecasting

Model reaction to laws, regulations, policy drafts, and sensitive statements.

06

Macro and hedge fund scenario analysis

Simulate the downstream effects of wars, sanctions, elections, and market shocks.

07

Crypto narrative simulation

Forecast reaction to listings, governance votes, unlocks, and regulation.

08

Corporate strategy rehearsal

Test likely reactions to layoffs, pricing moves, M&A, executive changes, or pivots.

09

Narrative warfare and media spread analysis

Understand how stories propagate through clusters, communities, and ecosystems.

10

Supply chain and commodity shock planning

Test disruptions in logistics, pricing, trade routes, and demand behavior.

Audience

Who it's for.

Enterprise

  • Brands and PR teams
  • Public affairs and policy groups
  • Agencies and consultancies
  • Macro and hedge funds
  • Crypto teams
  • Enterprise strategy teams

Consumers

  • Households managing rising costs
  • Home buyers and renters
  • Investors and traders
  • Creators and founders
  • Travel planners
  • People who want to test financial decisions before acting
Process

How BYO.AI works.

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Test before execution

Designed for decisions
with consequences.

Launch timing

Simulate when to launch and how timing affects reception, attention, and competitive dynamics.

Crisis response

Stress-test response strategies and preview backlash trajectories before public release.

Message testing

Run messaging variants across simulated audiences to find what resonates and what backfires.

Policy impact

Model how proposed policies move through stakeholders, media, and public opinion.

Market reaction

Simulate how announcements, shocks, and narratives are likely to affect sentiment and behavior.

Audience segmentation

Understand how different subgroups react, amplify, resist, or ignore an event.

Enterprise

Built for teams that
shape outcomes.

Communications

Brands and communications teams

Test messaging, launches, crises, and reputational risk before public release.

Brand launchesCrisis commsMessage testingReputation risk
Finance

Funds and analysts

Simulate geopolitical, policy, and macro scenarios to support faster decision-making.

Macro scenariosGeopolitical riskMarket simulationPolicy impact
Strategy

Public affairs and strategy teams

Model how policies and narratives move through stakeholders and public opinion.

Public affairsNarrative analysisStakeholder mappingPolicy rehearsal
For everyday decisions

Built for people making
everyday decisions.

Not every high-stakes decision happens in a boardroom. BYO.AI helps individuals rehearse the financial and personal decisions that shape everyday life.

Cost of living

Track likely changes in gas, groceries, rent, and subscriptions.

Housing

Simulate home-price and mortgage-rate scenarios before committing.

Personal finance

Stress-test budgets and explore tradeoffs before making money decisions.

Market exposure

Explore how macro events may affect savings, Bitcoin, or investment behavior.

Pricing

Simple engagement
models.

From focused pilot simulations to enterprise-scale deployments. Choose the engagement that fits your decision-making needs.

01

Pilot

For focused scenario testing and early teams

CustomPilot-based
  • Single use case
  • Guided onboarding
  • Custom scenario setup
  • Decision report
Recommended
02

Platform

For teams running repeated simulations and multiple workflows

CustomSubscription
  • Multi-scenario workflows
  • Team access
  • Reusable templates
  • Reporting and iteration
  • Priority support
03

Enterprise

For custom deployments, large-scale simulations, and strategic programs

CustomEnterprise pricing
  • Everything in Platform
  • Private environment
  • Custom integrations
  • Tailored populations
  • Advanced support
  • Custom contracts

Ready to test
what happens next?

Run your scenario before reality does. Rehearse launches, crises, market events, policy decisions, and everyday financial outcomes with BYO.AI.

See use cases