Agents that replicate how markets behave

Our vision it to move beyond observing markets by introducing specialised agents that represent the major actors and mechanisms inside the global economy – continuously interpreting information, reacting to one another and testing how shocks may propagate through markets.

Built from today's intelligence layer

The ambition is an hourly, point-in-time view of global information, grounded in the state of the world at each moment.

  • 250k

    Global sources

  • 90+

    Countries

  • 80+

    Languages

  • 70+

    Assets

  • 11+

    Years point-in-time history

Permutable global economic model

  • Agent 1: Central banks

    Inflation & growth

    Policy expectations

    Liquidity conditions

    Rate decisions

    Forward guidance

    Reaction functions

  • Agent 2: Market participants

    Macro funds

    Commodity traders

    Systematic strategies

    Hedgers

    Asset allocators

    Positioning response

  • Agent 3: Real economy

    Producers

    Consumers

    Trade flows

    Inventory decisions

    Supply constraints

    Demand shifts

  • Agent 4: Market mechanisms

    Rates

    FX

    Commodities

    Cross-asset links

    Volatility

    Transmission paths

Explore the proposed modelling architecture

See how GMSI can form the observation layer, specialised agents the transition layer, and historical point-in-time data the basis for calibration.

Building the model, layer by layer.

Intelligence

Global information becomes structured events, macro and commodity intelligence, sentiment indices and market signals.

  • Today: In production

  • Next: Proposed direction

  • Ultimately: Long-term vision

The world changes continuously. Our model should too.

Markets should not have to wait for change to become obvious. Permutable is building towards a system that observes the world, understands the forces changing it, models how they interact and helps institutions anticipate where they may lead.