The future of policy is AI-driven

Simulate labour market policy outcomes before you commit. Test scenarios, explore trade-offs, and understand the real-world impact of policy decisions — all through a conversation.

Built for policymakers, government departments, and institutional research teams.

PolicySimAI Assistant

Ask me anything about policy simulation, analysis, or decision modeling.

Policymakers routinely make labour market decisions — employment schemes, automation response, skills programmes — without a reliable way to test outcomes in advance.

The result is costly trial-and-error on a national scale. PolicySimAI changes that.

SIMULATE. VALIDATE. DEPLOY.

How it works

Four steps from question to insight

Want the technical methodology? Read our full briefing →

Input a policy scenario

Describe a policy question or reform through the chatbox — no technical expertise required.

Simulation runs

Our agent-based model simulates population-level labour market outcomes in seconds.

Get explainable results

Receive clear, transparent outputs showing who is affected and how — not a black box.

Iterate and compare

Refine your scenario and compare alternative policy options side by side.

CORE CAPABILITIES

What PolicySimAI can do

Four pillars that set PolicySimAI apart from conventional policy analysis tools — grounded in academic research, built for real-world decision making.

Agent-based modelling

Grounded in real labour market data, our simulations model individual behaviour and population-level outcomes across the UK economy.

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Academic rigour

Developed in partnership with UCL, King's College London, and Universidad Politécnica de Madrid — peer-reviewed methodology built in from day one.

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Fast, interactive testing

Ask policy questions naturally through the chatbox and receive simulation results in seconds, not weeks.

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Explainable outputs

Every result is transparent about assumptions, data sources, and confidence levels — not a black box decision.

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United Kingdom

Policy use cases

Our current research focus is on unemployment and labour market policy in the United Kingdom. Policymakers across government departments, city councils, and international bodies use PolicySimAI to explore the real-world effects of their decisions before implementation.

Universal Credit reforms

Model the employment and poverty outcomes of changing conditionality rules or benefit rates.

Explore

Automation policy

Explore how retraining programmes and sector incentives affect workforce displacement and re-entry.

Explore

Minimum wage impacts

Test regional and national minimum wage changes on employment, earnings distribution, and inflation.

Explore

Skills and training programmes

Assess which education and retraining interventions produce the strongest labour market outcomes.

Explore

Trusted by leading institutions.
From research universities to government bodies.

Academic oversight

All models are developed and reviewed by academic partners. No commercial black-box tools.

Methodology transparency

Our approach is published and open to scrutiny. You can trace every assumption in every output.

Peer-reviewed rigour

Research outputs are subject to the same peer-review standards as academic publications.

Trusted by institutional research teams

PolicySimAI is built for the demands of serious policy research: rigorous modelling, transparent assumptions, and analysis you can stand behind.

Amy Chase
We're misusing PolicySimAI as a CRM and it still works!
Amy Chase, PM
Mercury Finance
Jonas Kotara
I was able to replace 80% of my team with PolicySimAI bots.
Jonas Kotara, Lead Engineer
Mercury Finance
Kevin Yam
Founder Mode is hard enough without having a really nice PM app.
Kevin Yam, Founder
Mercury Finance
Kundo Marta
I can use the tool as a substitute from my PM.
Kundo Marta, Founder
Mercury Finance
Amy Chase
We're misusing PolicySimAI as a CRM and it still works!
Amy Chase, PM
Mercury Finance
Jonas Kotara
I was able to replace 80% of my team with PolicySimAI bots.
Jonas Kotara, Lead Engineer
Mercury Finance
Kevin Yam
Founder Mode is hard enough without having a really nice PM app.
Kevin Yam, Founder
Mercury Finance
Kundo Marta
I can use the tool as a substitute from my PM.
Kundo Marta, Founder
Mercury Finance

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