Kataclyzim
Train AI. Test AI and Humans. Prove they're both ready.
Details
- External ID
- 1253992
- Source
- PH
- Company
- —
- Product
- Kataclyzim
- Website domain
- producthunt.com
- Launched
- Sept. 18, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7405388069275176
- Tags
- SaaS, Artificial Intelligence, Business, OpenAI Day
- Fetched at
- Sept. 19, 2026, 5:01 p.m.
- Updated at
- Sept. 19, 2026, 5:01 p.m.
Description
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.
Enrichment
- Theme
- ai-powered learning and skills training
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- readiness testing and evaluation platform for ai models and humans
- Manually corrected
- False
Could you build this?
Partial The web portal for workflow evaluation and certification rubrics is simple, but building a robust engine that reliably translates nuanced expert human judgment into deterministic, auditable governance evaluations across dynamic LLM agents requires advanced evaluation infrastructure.
What it would actually take: The architecture requires an orchestration layer (e.g., LangGraph or custom DAG runner) running synthetic scenario simulations against fine-tuned evaluator models with strict prompt rubrics and consistency scoring. Hard parts include preventing hallucination in evaluations, establishing statistical inter-rater reliability with human benchmarks, and dynamic rubric synthesis from unstructured human demonstration.
Competitors
Other products that read as similar to this one — 21 launches clear the similarity bar, closest 8 shown.
Attention rank: #3 of 22 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 310 days after the earliest competitor.
- ckyc.ai · ph · 2026-09-11 · 1 upvotes · similarity 0.42
- Kimi Brain Humanizor · ph · 2026-09-16 · 1 upvotes · similarity 0.38
- Kakunin · ph · 2026-09-30 · 3 upvotes · similarity 0.37
- منهجي الذكي Manhaji AI · ph · 2026-09-15 · 1 upvotes · similarity 0.36
- StageX Academy · ph · 2026-09-22 · 1 upvotes · similarity 0.35
- knighttrace · ph · 2026-09-15 · 1 upvotes · similarity 0.34
- Lua AI- the unified agent platform for mid-market enterprises · yc · 2025-11-12 · 34 upvotes · similarity 0.34
- Leona · ph · 2026-09-28 · 2 upvotes · similarity 0.34
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.