In production with consumer companies across six sectors
Yochananof
A lab building the consumer-market model.
One thing, built deep: the model of how consumer markets work.
Industry model
How categories, brands, and consumers behave, learned across markets.
Market memory
A live, versioned record of your market, resolved to entities and remembered.
Company context Ring-fenced
Your data and decisions, isolated per company. Never shared.
Reasoning & forecasting agents
Agents that plan, simulate, forecast, and produce decision-ready outputs.
The model compounds. Your context stays yours.
Reasoning, not retrieval.
Forecasts you can interrogate.
Governed by design.
It reasons in the language of consumer markets.
Eight core entities. Learned relations. That structure is why the model can reason.
A review, a price change, a shelf reset, a trend: each signal is resolved to these entities and their relations. That is what the model learns from, remembers, and reasons over.
From understanding consumers to building what wins.
Understand
What consumers say, what they do, and where the market is moving.
Build
Products, packaging, campaigns, and plans grounded in market intelligence.
Forecast
Demand, launch, pricing, and promotion outcomes before decisions lock.
Optimize
Pricing, trade spend, assortment, and media improved with evidence.
Specialized agents for the decisions that shape consumer businesses.
Not a generic AI layer. Specialized agents, one foundation.
Voice-of-Consumer Synthesis
Reviews, social, and open-ends turned into a living consumer read.
Output · Insight brief + theme trackerPrimary Research & Survey
AI-moderated surveys designed, fielded, and read in market context.
Output · Study + decision readoutSynthetic Brand Health Pulse
Brand tracking simulated between waves, calibrated to real data.
Output · Brand pulse dashboardNew Product: Packaging, Claims & Pricing
Pack, claims, and launch price optimized together as one system.
Output · Choice simulator + launch recommendationCreative Development
Campaign routes and executions grounded in brand voice and segments.
Output · Creative routes + test-ready variantsConcept Screening & Forecast
Concepts screened and forecast before budgets are committed.
Output · Forecast + go / no-go readoutTrade Promotion & ROI
Baseline, lift, halo, cannibalization, forward-buy, and net ROI, quantified.
Output · Promo calendar simulator + ROI dashboardMarketing-Mix Modeling & Optimization
Sales attributed to levers, with a call on the next dollar.
Output · Spend optimization dashboardBuyer & Category-Review Brief Generator
Retailer-specific briefs with assortment, gaps, and incrementality proof.
Output · Retailer deck + category review briefDemand Forecasting
Demand across SKUs, channels, and scenarios, with early launch reads.
Output · Forecast + scenario plannerBuilt by Honey Labs. Put to work by Honey & Co.
Honey Labs builds the foundation. Honey & Co executes on it: innovation, marketing effectiveness, pricing, trade promotion, category, and retail.
Honey AI Foundation
Honey Labs builds the foundation. Honey & Co puts it to work.
For teams that want expert-led execution, not another project deck.
Built for enterprise trust.
Speed without compromising security, governance, or control.
SOC 2
Independently audited controls for security, availability, and confidentiality.
ISO 27001
Information security managed to the global standard, end to end.
ISO 42001
Certified AI management system governing how models are built and run.
SSO / SAML
Enterprise identity and access, integrated with your provider.
Audit logs
A complete, reviewable record of access and activity.
Data residency
Per-market residency options to meet regional requirements.
Build on the AI foundation for modern consumer companies.
From consumer understanding to winning products, brands, forecasts, and commercial moves.