Kataclyzim
Train AI. Test AI and Humans. Prove they're both ready.
3 followers
Train AI. Test AI and Humans. Prove they're both ready.
3 followers
Keep your best people's judgment in the business. Kataclyzim turns expert intuition into governed standards to train and certify humans and AI. Katya is the certified digital embodiment of Jazz Jones's expert judgment, applied across 17 environments: handling resistance, guiding consumer self-enrollment in compliance-heavy settings, and certifying other AI agents against the same standard. Try a free Resistance Read; join the waitlist for Katya's full rollout.
Astra helped me turn 26 years of expert judgment into a system that can teach it, test it, and prove whether humans and AI can apply it. It helped me construct Kataclyzim’s Resistance Brain and finalize the formulaic algorithm behind its governed judgment architecture—work whose complexity had made it difficult to move from expert method to executable infrastructure.
The result is Operationalized Expert Intuition: preserving what an expert notices, why it matters, how context changes the answer, and when to stop or escalate. Katya is the certified digital version of my judgment, designed to apply it across 17 environments. Resistance Intelligence is Domain One; the platform lets other experts and enterprises build standards from their own expertise.
My expert method defines the standard. Astra helped me build the machinery that makes it teachable, testable, and reusable.
Train AI. Test AI and Humans. Prove they’re both ready.
Hi Product Hunt — I'm Jazz Jones, founder of Kataclyzim.
What happens to your business when the person who knows how to handle the hardest situations leaves?
Their documents stay. Their judgment often walks out the door.
I built Kataclyzim to keep that expertise in the business. It turns proven expert intuition into a governed standard that other humans and AI agents can be trained, tested, and certified to apply. The business keeps the capability. The expert keeps their attribution, with economic participation through the Expert Value Framework.
Katya is the certified digital version of my expert judgment, built from over 25 years of commercial experience and applicable across 17 operating environments.
She can handle resistance, guide consumer self-enrollment in compliance-heavy environments, and certify other AI agents against the same expert standard through Kataclyzim's governed evaluation system. She carries the judgment required to recognize the situation, understand what matters, respect its boundaries, and carry the work forward.
That is the platform opportunity: put Katya to work, train and certify your people and agents, or build a private standard from the expertise inside your own organization. Resistance Intelligence is our first domain. Kataclyzim makes expert judgment an enduring organizational capability, with continued revalidation as the work changes.
For the GPT-6 Astra Challenge, I used Astra to help construct the Resistance Brain of my architecture and finalize its formulaic algorithm. The expert method and governing standard are mine; Astra helped me build the system that operationalizes them.
At kataclyzim.ai, this launch gives you a free, full Resistance Read to experience the judgment in practice. You can then join the waitlist for Katya's full rollout.
I'd love to hear which part of your business still depends on one particular person being in the room.
Train AI. Test AI and Humans. Prove they're both ready.
— Jazz
Kataclyzim exists because capability is not the same as judgment.
Teams are deploying humans and AI into high-stakes customer conversations without a reliable way to prove they know when to act, when to question, when to stop, and when to escalate.
Kataclyzim turns proven expert intuition into a governed standard that can train, test, and prove human and AI judgment.
Our first domain is Resistance Intelligence: understanding what someone is protecting beneath hesitation, objections, silence, risk, and resistance.
Train AI. Test AI and Humans. Prove they’re both ready.
I’m Jazz, the founder. I’d genuinely love feedback on one question:
Where does your team currently rely on judgment that lives inside one or two people’s heads?
A launch-day update from the founder: The live Resistance Read is currently encountering a technical issue and is not completing reliably. I’m flagging that here so nobody wastes time retrying it. I won’t mark it resolved until the end-to-end experience has been verified. Thank you for your patience.