Trigan Advances Strategic Decision-Making with Autonomous AI Engine

Aaron Sarginson

aaronsarginson

September 19, 2025

Trigan Advances Strategic Decision-Making with Autonomous AI Engine

I may have accidentally built an AI that learns from its own arguments. 🤯

For the past 6 months, I've been working on a platform for strategic decision-making, aimed at governments and enterprises.

We found the key is structured, moderated debate. But we didn't stop there. We built an autonomous reasoning engine designed to get smarter over time.

Instead of generic chatbots, our platform features:

1. Adaptive Moderation: The system doesn't just guide the conversation; it analyses the debate's state in real-time and deploys advanced tactical questions to expose hidden assumptions and stress-test conclusions.

2. A Self-Improving "Digital Workforce": The engine scores the performance of every AI agent in every debate. This constant feedback loop allows it to curate and refine its internal roster of experts, ensuring the quality of analysis improves with every problem it solves.

The result is a system that doesn't just give you an answer; it delivers a vetted, robust strategy from even the shortest, most generic input. And the quality continues to shock me!

The market is taking notice.

After being selected as a Top 10 startup in the InnovX program, Trigan has already secured pilot interest from major energy players who see the potential to solve their toughest strategic challenges.

We are now opening up a few more pilot slots for enterprise and public sector organisations ready to move beyond generic AI.

If this is you, feel free to PM me.

#AI #AutonomousAgents #EnterpriseAI #Strategy #DecisionIntelligence #GovTech

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