# PRECOGfuture

> PRECOGfuture is a strategic forecasting simulation engine that helps decision-makers test strategies, compare plausible futures and prepare for stakeholder reactions before committing resources.

## Core purpose

PRECOGfuture turns a hypothesis and supporting evidence into a living simulation populated by relevant stakeholders. The simulation follows how stakeholders respond to events, influence one another and shape the outcome over a chosen time horizon.

## Decision outcomes

- Test a strategy, decision or hypothesis before committing resources.
- Compare how different assumptions, choices or events change the trajectory.
- Identify stakeholder reactions, critical turning points and second-order effects.
- Recognise emerging risks, opportunities and early signals.
- Examine the evidence and reasoning behind a forecast.
- Interview simulated stakeholders to understand their priorities, incentives and likely responses.

## Suitable decisions

PRECOGfuture is designed for decisions shaped by the response of people, organisations or institutions. Relevant areas include corporate strategy, market entry, product launches, competitive moves, policy and regulation, public affairs, crisis planning, investor behaviour and geopolitical scenarios.

## How a forecast is created

1. The user defines a hypothesis and provides evidence through reports, links, documents, notes, pasted text or datasets.
2. PRECOGfuture maps the entities, relationships and context that define the situation.
3. Relevant stakeholders are represented with distinct goals, constraints, positions and influence.
4. The world advances through simulated time as stakeholders react to events and one another.
5. The system produces an interactive forecast and a detailed report connecting evidence, actions, turning points and outcome signals.

Where suitable numerical history exists, quantitative baselines can complement the stakeholder simulation.

## Forecast output

The output is a range of plausible futures with the drivers and signals associated with each path. Users can inspect the report, compare alternative decisions and continue investigating the simulated world after a run.

## Frequently asked questions

### Can PRECOGfuture actually predict the future?

PRECOGfuture helps you visualize possible futures, understand the forces that shape them and recognize the signals that show where events may be heading. The result is earlier insight, better preparation and more informed decisions while there is still time to influence the outcome.

### How is PRECOGfuture different from asking an AI what might happen?

While conventional AI tools like ChatGPT or Claude might give you an answer, PRECOGfuture gives you a world that you can investigate. You can examine and interview the stakeholders that shaped the outcome, see what caused events to change direction, which assumptions mattered most and where different decisions could produce different results.

### What kind of hypothesis can I test?

Any hypothesis where the outcome depends on how people, organisations, markets or institutions may respond over time. For example, whether a market entry will succeed, how competitors may react to a launch, how a policy change could reshape an industry or how a geopolitical event may develop.

### What makes a good hypothesis?

A strong hypothesis makes a clear claim about what you believe will happen and why. The more specific the proposition and the stronger the supporting evidence, the more useful the simulation becomes for challenging assumptions, identifying weak points and revealing alternative outcomes.

### Can PRECOGfuture help me choose between different decisions?

Yes. You can explore how different assumptions, decisions or events may change the trajectory of a situation. This helps you compare possible paths before committing resources and understand which choices may leave you in the strongest position.

### What do I actually learn from a simulation?

You gain a clearer view of what may happen next, who is likely to influence it, what could derail your assumptions, where opportunities may emerge and which early signals are worth watching. The purpose is to help you recognise change earlier and make better-informed decisions.

### Who is PRECOGfuture for?

PRECOGfuture is designed for people making decisions under uncertainty, including strategists, executives, investors, researchers, policy teams, consultants and organisations evaluating complex situations where stakeholder reactions and second-order consequences matter.

## Deployment and data

PRECOGfuture is being prepared as a hosted SaaS. Workspace evidence is used to create the requested simulation. Hosted deployments process relevant content through the model provider selected for the workflow. A fully local Ollama deployment can keep model processing inside the operator's infrastructure.

## Access

PRECOGfuture is currently accepting waitlist signups and early-access requests.

## Canonical resources

- Website: https://precogfuture.com/
- How it works: https://precogfuture.com/#how-it-works
- Use cases: https://precogfuture.com/#use-cases
- FAQ: https://precogfuture.com/#faq
- Early access: https://precogfuture.com/#join
- Privacy Policy: https://precogfuture.com/privacy
- Terms of Use: https://precogfuture.com/terms
- Contact: mailto:signal@precogfuture.com