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Built in-house

Simul8.

A living model of an audience, built to test response before deployment.

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AI audience simulation by Uppercut Labs

Simul8

What it is

A computational model of audience response.

Simul8 is our own AI simulation engine, built end-to-end at Uppercut Labs to model how an audience responds to a campaign, launch or crisis.

Each agent carries a distinct belief system, relationship network and memory of prior information. The model is grounded in real source documents, then run forward to observe how opinion, behaviour and sentiment evolve.

Under the hood

The working architecture.

Agent Architecture
Dual-Platform
Population Scale
Up to 1M agents
Memory Model
Sequential
Data Foundation
GraphRAG

Campaign simulation

Model how a target audience responds to a campaign message, visual language, or positioning before creative production begins. Identify which segments respond, which resist, and why.

Launch modelling

Simulate how an audience receives a new product, pricing change, or market entry. Test assumptions against a model grounded in real data rather than intuition.

Crisis response prediction

Understand how different audience segments are likely to respond to an incident, announcement, or controversy, and which communication approach is most likely to contain or repair it.

Segment behaviour analysis

Break audiences into distinct agent populations with different belief systems, information environments, and relationship networks. See how opinion travels between segments over time.

GraphRAG knowledge layer

Agent beliefs and knowledge are grounded in a knowledge graph built from real source documents, not invented by a model. Outputs are traceable to real evidence.

Scale modelling

Run simulations at realistic population scale, up to one million agents, so results reflect statistical properties of real audiences, not the noise of small samples.

Ready when you are

Ready to build something with real AI depth?

Tell us what you are working on. We will show you where intelligence creates genuine leverage.