Built in Canada · AGPL-compliant

Predict how the world reacts — before you act.

Presaga runs multi-agent simulations of public response to your crisis statement, campaign launch, narrative, or policy. Up to 200 synthetic stakeholders debate across simulated social platforms. You get a structured prediction report in minutes.

What we do

Multi-agent prediction infrastructure for high-stakes decisions.

Upload a draft. Presaga builds a synthetic public around it, lets them argue, and hands you back a structured report — long before the real public ever sees a word.

Your draft document
01

Your draft

Press release, campaign brief, manuscript, or policy proposal.

Synthetic public debating
02

Synthetic public

Hundreds of stakeholders argue, share, push back, and form coalitions.

Structured report
03

Structured report

Sentiment, coalitions, risks, counter-narratives, recommended language.

5–200
synthetic stakeholders per simulation
5–40
rounds of synthetic debate
1
structured report you can act on
Minutes
not weeks of focus-group cycles
Sovereign by design

Built in Canada. Hosted in Canada. Auditable end-to-end.

Every byte of your data — and every inference — stays inside Canadian borders. That isn't a feature flag. It's the architecture.

Map of Canada with a pin over Quebec

Data residency in Québec

Presaga runs on dedicated Canadian infrastructure hosted in Québec. Your documents, reports, and simulation history never leave the country.

Chip with data flows

Cerebras Montreal LLM

All language model inference runs on Cerebras Montreal — no calls to US-hosted APIs, no transit through foreign jurisdictions.

Wax seal and document

AGPL-compliant, auditable

Our entire stack is open source under AGPL-3.0. Your security team can read the source, reproduce the build, and audit the data flow.

How it works

From draft to decision-ready report in four steps.

Document parsing
STEP 01

Ingest

Upload your document. We extract entities, claims, stakeholders, and relationships into a knowledge graph.

Persona generation
STEP 02

Generate Personas

The system spawns hundreds of stakeholders — each with goals, knowledge, biases, and a posting style.

Simulation rounds
STEP 03

Simulate

Personas debate over multiple rounds across simulated platforms. Coalitions form. Sentiment shifts. Counter-narratives surface.

Report synthesis
STEP 04

Report

You receive a structured report with sentiment, coalitions, risks, recommended language, and a chat interface to dig deeper.

Use cases

Where Presaga is being used today.

Crisis comms team

Crisis communications

Stress-test recall statements and executive apologies against a synthetic public before publishing.

Marketing strategist

Brand & campaigns

Pre-flight launches and creative concepts across hundreds of synthetic audience segments.

Author reviewing

Authors & narrative

Surface plot holes, character resonance, and reader reaction before submitting to publishers.

Run your first simulation.

See how the world will react to your next move — before you make it.

Get Started →