Built by experienced investors and traders, for serious self-directed ones.

In late 2025 our small group of self-directed equity investors realised we were spending more time tracking upcoming catalysts than analysing them. Every Monday stand-up looked the same: someone would update a whiteboard with new dates extracted from announcements that had dropped over the weekend. By Friday it was already wrong.

The problem wasn't a lack of data — the ASX publishes every announcement publicly. The problem was extraction. A 14-page drilling update buries the line that matters in paragraph six. A clinical trial briefing hides the readout date in a footnote. No human keeps up across more than ten names.

Then AI got good. Suddenly a model could read every filing, find the forward-looking commitment, normalise it to a date, and grade its own confidence. Catalyst Ahead is what that whiteboard becomes when an AI does the reading.

The Catalyst Ahead platform is powered by AI — advanced language models do the reading and structured extraction across thousands of filings every day. But every prompt, every JSON schema, every guardrail, every edge-case adjustment is written, reviewed, and continuously monitored by experienced investors and traders on our team. Where the model is uncertain, we either tighten the schema, add a manual rule, or flag the output to a human queue before it lands on a customer dashboard.

Concretely, our humans run the playbook on:

• Context fields — what facts each model is told to look for, in which sections, with which definitions.
• Data architecture — how extracted records are normalised, deduped, versioned, and surfaced.
• Guardrails — schema-strict outputs, confidence grading, sanity checks, and "if unsure, return null" rules.
• Manual inputs — hand-curated supplements (e.g. mines GA's dataset misses), industry-specific overrides, and post-extraction QA.

The result is a tailored response, not a generic AI dump — and a platform that earns the right to sit beside the trader as a research surface, not a replacement for their judgement.