Jaguar didn’t test their rebrand with consumers before launch. 49 cars sold in Europe in a single month. The say-do gap turned a luxury brand into a cautionary tale.
ACEA / CNN 2025 ↗Ford, GM, Stellantis. The entire auto industry trusted survey data saying consumers wanted EVs. They didn’t — not at those prices, not at that pace.
SEC filings / Fortune 2025-2026 ↗Consumers said they’d buy. They didn’t. Five years of lost CPG sales because brands trusted stated purchase intent over observed behavior.
NielsenIQ, Jan 2026 ↗Every simulation is enriched by real-world context, competitive signals, and cross-run memory — making each run smarter than the last.
Global, local Trends and breaking news events are automatically injected into every simulation. An agent who cares about housing reacts differently during a rent crisis than during a building boom.
KUKI automatically discovers competitor messaging, crawls their positioning, and surfaces their framing — so your simulation accounts for the competitive landscape.
Agents remember their stances across runs. Track how opinions shift over time. Detect consistency, volatility, and persuadability longitudinally.
Every prediction is stored with full provenance. When real outcomes arrive — an election result, a launch metric, a policy adoption rate — the engine measures its own accuracy and improves.
See how different industries accelerate decisions with KUKI. Early partners see ~90% reduction in research time.
Enterprise-grade security built into every layer. Your data stays in Europe, your results stay deterministic.
KUKI is a research lab and product studio at the intersection of AI, psychosocial modeling, behavioral economics, and decision science. Small team. High ownership. European-sovereign.