Policy options
Draft policy language, alternative options, eligibility rules, enforcement models, decision criteria, goals, and the reason the policy is being considered.
Policy impact analysis
Policy Impact Analysis
Use policy impact analysis to compare policy options, stakeholder effects, evidence gaps, implementation risks, tradeoffs, and decision paths before a policy moves toward approval or rollout.
Built for scenario planning, not certainty. Every output should be reviewed against real evidence before an operating decision.
Scenario tape / illustrative
Policy impact analysis for a draft decision
R1
Policy optionImpact path mapped
R2
Affected groupsBurden tradeoff appears
R3
Implementation teamEvidence gap named
Analysis target
Policy option
Decision risk
Evidence gap
Tradeoff
Impact burden
Input
Policy options, stakeholders, evidence
Engine
Option, impact, and tradeoff analysis
Output
Decision risks and next questions
What to bring
Bring the policy options before the decision hardens.
Policy impact analysis works best when the source includes policy options, goals, affected groups, implementation constraints, evidence, cost or operational assumptions, equity concerns, compliance context, and the policy decision your team needs to compare.
Stakeholder and impact context
Affected groups, administrators, regulated parties, public audiences, equity concerns, burden shifts, compliance pressure, and likely operational constraints.
Evidence and uncertainty
Research summaries, prior incidents, public comments, cost estimates, implementation data, legal or regulatory context, assumptions, and known evidence gaps.
Where policy impact analysis helps
Compare policy options before review becomes defense.
Policy impact analysis should make decision tradeoffs inspectable: what each option changes, who carries the burden, what evidence is missing, and which risk should shape the policy choice.
Option comparison01
Compare the likely effects of policy choices.
Inspect how different drafts, thresholds, exceptions, or enforcement models change stakeholder impact and implementation pressure.
Evidence gap02
Find what the decision depends on but cannot yet prove.
Surface weak assumptions, missing sources, uncertain cost or equity claims, and the data that should be gathered before approval.
Implementation risk03
Analyze where the policy may fail in practice.
Review operational capacity, ownership gaps, compliance pressure, ambiguity, and unintended effects before simulation or rollout.
Policy impact analysis needs options, evidence, and decision tradeoffs.
MiroFish maps policy options, affected groups, impact pathways, constraints, evidence gaps, decision criteria, and tradeoffs, then turns them into an analysis surface your team can inspect before expert review or public communication.
Stage 1
Ground the scenario
Upload source material and define the decision, event, or message you want to test.
Stage 2
Build the actor graph
Map the people, groups, incentives, constraints, and memory that shape the reaction.
Stage 3
Run reaction rounds
Let the simulated actors respond over multiple rounds so the second-order path appears.
Stage 4
Question the report
Review the trajectory, risks, weak assumptions, and what evidence would change the conclusion.
What the report should answer
The report should improve policy decision quality.
- Which policy option appears strongest under the stated criteria
- Which affected group carries the largest burden or risk
- Which implementation assumption needs stronger evidence
- Which equity, compliance, cost, or operational tradeoff needs review
- Which question should be answered before assessment, simulation, or rollout
Boundary conditions
Not legal advice or a formal impact filing.
- Not a substitute for legal, compliance, regulatory, or policy expert review
- Not a replacement for formal impact assessment, statutory review, or regulatory filing requirements
- Not guaranteed prediction of policy outcomes, public reaction, or compliance behavior
- Not useful when policy options, affected groups, decision criteria, or evidence are undefined
Why MiroFish
Policy impact analysis should compare options, not just summarize a memo.
Generic AI can summarize a policy draft. MiroFish helps teams inspect policy options, stakeholder effects, evidence gaps, implementation risks, and tradeoffs before a decision is locked.
Policy options
Generic AI
Summary of one draft
MiroFish
Policy option analysis with decision criteria and tradeoffs
Impact evidence
Generic AI
Broad pros and cons
MiroFish
Affected groups, burden shifts, evidence gaps, and assumptions
Next step
Generic AI
General recommendations
MiroFish
Questions for assessment, simulation, expert review, or rollout planning
FAQ
Policy impact analysis, before assessment or rollout.
Use this page to inspect policy choices, evidence gaps, and implementation risks before a decision becomes hard to revise.
What is policy impact analysis?+
Policy impact analysis compares policy options, stakeholder effects, evidence gaps, implementation risks, and decision tradeoffs so teams can decide what should change before approval, assessment, or rollout.
How is it different from policy impact assessment?+
Policy impact analysis focuses on comparing options, evidence, and decision tradeoffs. Policy impact assessment is closer to a structured assessment of affected groups, equity risks, compliance pressure, and implementation gaps before approval or announcement.
How is it different from policy impact simulation AI?+
Policy impact simulation AI rehearses how stakeholders and public audiences may react after a policy draft is defined. Policy impact analysis happens earlier, when the team is still comparing options and evidence.
What should I upload?+
Upload policy drafts, alternative options, stakeholder maps, goals, implementation plans, evidence summaries, public comments, compliance notes, cost assumptions, and open questions.
Can it replace legal or regulatory review?+
No. MiroFish is not legal, compliance, regulatory, or policy advice. It helps teams organize assumptions, evidence gaps, and decision questions before expert review.
Related simulation paths
Follow the risk into the next decision.
Most decisions do not stay inside one category. These adjacent use cases help teams test the next market, customer, or public reaction path.
Impact assessment
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Open Policy Impact Simulation AIStrategic futures
AI Scenario Planning
Turn strategic plans, evidence, and constraints into inspectable future paths before committing.
Open AI Scenario PlanningAnalyze before approval
Turn policy options into impact questions your team can inspect.
Bring policy options, stakeholder context, evidence, constraints, and the decision criteria. MiroFish will turn them into policy impact analysis with visible tradeoffs.
Start policy impact analysis