iqsoft

Agentic AI · our own · 2026

Seven self-learning agents that trade gold, inside limits people set

We built this agentic trading desk and run it ourselves. Seven agents each analyse the market through a different lens and vote, Hercules, the orchestrator, takes the decision, and independent risk controls have the final say.Seven self-learning agents and one orchestrator, inside limits people set.

Client
Our own system
Sector
Agentic AI · trading
Year
2026
Built
An agentic desk with its own dashboard
The problem

One view of the market is never enough

Gold is a hard test for autonomous agents. Conditions keep changing, signals conflict, and every mistake is measurable.

  • Conflicting signals
  • Changing conditions
  • Fast decisions
  • Real consequences
A working example

Seven self-learning agents that trade gold, inside limits people set

A desk we built and run ourselves.

Read the case study
How a decision runs · illustrationNot investment advice
  1. Zeusindicators
  2. Veratrend
  3. Marcusrisk
  4. Irissetups
  5. Danedecision
  6. Noracritic
  7. Theotrades
  1. Herculesorchestrator decides
  2. Risk controlsthe final say
  3. Orderwith a stop-loss

Zeus reads the indicators: votes sell.

The hard part

Letting agents keep learning, and keeping them accountable

Seven agents that each learn continuously will change over time, and they will disagree. The hard part was letting them improve on their own while every decision stays traceable: they vote, Hercules decides, and independent risk controls can still refuse.

The outcome

Self-learning that is proven, inside limits

  • Continuous self-learning, with proven improvement
  • Seven independent lenses on every market decision
  • One orchestrator accountable for the decision
  • Risk limits people set, which agents cannot raise
  • A stop-loss on every entry, with pause and emergency close in a person’s hands
More case studies

Need agents that learn, and stay inside their limits?

Tell us the work and the risk. We reply within one working day with a clear next step.